Jian Yang

Affiliations:
  • Nanjing University of Science and Technology, School of Computer Science and Engineering, China
  • New Jersey Institute of Technology, Department of Computer Science, Newark, NJ, USA (2006 - 2007)
  • Hong Kong Polytechnic University, Department of Computing, Biometric Research Centre, Hong Kong (2004 - 2006)
  • University of Zaragoza, Aragon Institute of Engineering Research, Spain (2003)
  • Nanjing University of Science and Technology, China (PhD 2002)


According to our database1, Jian Yang authored at least 693 papers between 2002 and 2024.

Collaborative distances:

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Bibliography

2024
Dynamic Weighted Adversarial Learning for Semi-Supervised Classification under Intersectional Class Mismatch.
ACM Trans. Multim. Comput. Commun. Appl., April, 2024

Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Exploiting Cross-Modal Prediction and Relation Consistency for Semisupervised Image Captioning.
IEEE Trans. Cybern., February, 2024

Linear Regression Problem Relaxations Solved by Nonconvex ADMM With Convergence Analysis.
IEEE Trans. Circuits Syst. Video Technol., February, 2024

Learning Robust Facial Representation From the View of Diversity and Closeness.
Int. J. Comput. Vis., February, 2024

MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains.
Int. J. Comput. Vis., February, 2024

Enhanced Spatial Feature Learning for Weakly Supervised Object Detection.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Dense Top-View Semantic Completion With Sparse Guidance and Online Distillation.
IEEE Trans. Intell. Veh., January, 2024

Towards Interpretable Machine-Learning-Based DDoS Detection.
SN Comput. Sci., January, 2024

Cross-Receptive Focused Inference Network for Lightweight Image Super-Resolution.
IEEE Trans. Multim., 2024

Adaptive Teaching for Cross-Domain Crowd Counting.
IEEE Trans. Multim., 2024

Efficient Image Classification via Structured Low-Rank Matrix Factorization Regression.
IEEE Trans. Inf. Forensics Secur., 2024

Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models.
CoRR, 2024

Diff-PCR: Diffusion-Based Correspondence Searching in Doubly Stochastic Matrix Space for Point Cloud Registration.
CoRR, 2024

2023
NerfCap: Human Performance Capture With Dynamic Neural Radiance Fields.
IEEE Trans. Vis. Comput. Graph., December, 2023

Lightweight Real-Time Semantic Segmentation Network With Efficient Transformer and CNN.
IEEE Trans. Intell. Transp. Syst., December, 2023

Trust Your Good Friends: Source-Free Domain Adaptation by Reciprocal Neighborhood Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Boundary-restricted metric learning.
Mach. Learn., December, 2023

Deep visual-linguistic fusion network considering cross-modal inconsistency for rumor detection.
Sci. China Inf. Sci., December, 2023

Self-Supervised Attentive Generative Adversarial Networks for Video Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Generalized Nonconvex Nonsmooth Low-Rank Matrix Recovery Framework With Feasible Algorithm Designs and Convergence Analysis.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

Cross-level Feature Aggregation Network for Polyp Segmentation.
Pattern Recognit., August, 2023

Efficient Specular Glints Rendering With Differentiable Regularization.
IEEE Trans. Vis. Comput. Graph., June, 2023

Lightweight Authentication Scheme for Data Dissemination in Cloud-Assisted Healthcare IoT.
IEEE Trans. Computers, May, 2023

Cost-Effective Incremental Deep Model: Matching Model Capacity With the Least Sampling.
IEEE Trans. Knowl. Data Eng., April, 2023

Quality-aware pattern diffusion for video object segmentation.
Neurocomputing, April, 2023

Continual learning via region-aware memory.
Appl. Intell., April, 2023

Learning Adaptive Embedding Considering Incremental Class.
IEEE Trans. Knowl. Data Eng., March, 2023

Generalized Focal Loss: Towards Efficient Representation Learning for Dense Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Class-Wise Denoising for Robust Learning Under Label Noise.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Spatial-Temporal Tensor Graph Convolutional Network for Traffic Speed Prediction.
IEEE Trans. Intell. Transp. Syst., January, 2023

Learning cross-modal interaction for RGB-T tracking.
Sci. China Inf. Sci., January, 2023

3D human pose and shape estimation with dense correspondence from a single depth image.
Vis. Comput., 2023

Tube-Embedded Transformer for Pixel Prediction.
IEEE Trans. Multim., 2023

Incorporating Linear Regression Problems Into an Adaptive Framework With Feasible Optimizations.
IEEE Trans. Multim., 2023

Multiple Instance Detection Networks With Adaptive Instance Refinement.
IEEE Trans. Multim., 2023

Instance-Aware Deep Graph Learning for Multi-Label Classification.
IEEE Trans. Multim., 2023

OTFace: Hard Samples Guided Optimal Transport Loss for Deep Face Representation.
IEEE Trans. Multim., 2023

They are Not Completely Useless: Towards Recycling Transferable Unlabeled Data for Class-Mismatched Semi-Supervised Learning.
IEEE Trans. Multim., 2023

FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation.
IEEE Trans. Multim., 2023

JDSR-GAN: Constructing an Efficient Joint Learning Network for Masked Face Super-Resolution.
IEEE Trans. Multim., 2023

Context-Patch Representation Learning With Adaptive Neighbor Embedding for Robust Face Image Super-Resolution.
IEEE Trans. Multim., 2023

Corporate Relative Valuation Using Heterogeneous Multi-Modal Graph Neural Network.
IEEE Trans. Knowl. Data Eng., 2023

Selecting High-Quality Proposals for Weakly Supervised Object Detection With Bottom-Up Aggregated Attention and Phase-Aware Loss.
IEEE Trans. Image Process., 2023

Progressive Context-Dependent Inference for Object Detection in Remote Sensing Imagery.
IEEE Trans. Image Process., 2023

CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution.
IEEE Trans. Image Process., 2023

Dynamic Group Difference Coding Based on Thermal Infrared Face Image for Fever Screening.
IEEE Trans. Instrum. Meas., 2023

Hyperspectral Image Classification With Contrastive Graph Convolutional Network.
IEEE Trans. Geosci. Remote. Sens., 2023

One-Stage Cascade Refinement Networks for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Fast subspace clustering by learning projective block diagonal representation.
Pattern Recognit., 2023

Visual Micro-Pattern Propagation.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation.
Eng. Appl. Artif. Intell., 2023

SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation.
CoRR, 2023

SGNet: Structure Guided Network via Gradient-Frequency Awareness for Depth Map Super-Resolution.
CoRR, 2023

SE(3) Diffusion Model-based Point Cloud Registration for Robust 6D Object Pose Estimation.
CoRR, 2023

SGFeat: Salient Geometric Feature for Point Cloud Registration.
CoRR, 2023

TSSAT: Two-Stage Statistics-Aware Transformation for Artistic Style Transfer.
CoRR, 2023

RigNet++: Efficient Repetitive Image Guided Network for Depth Completion.
CoRR, 2023

AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization.
CoRR, 2023

Dual-Stream Diffusion Net for Text-to-Video Generation.
CoRR, 2023

Learnable Differencing Center for Nighttime Depth Perception.
CoRR, 2023

Variable Radiance Field for Real-Life Category-Specifc Reconstruction from Single Image.
CoRR, 2023

Fine-Grained Visual Prompting.
CoRR, 2023

Large Selective Kernel Network for Remote Sensing Object Detection.
CoRR, 2023

Non-aligned supervision for Real Image Dehazing.
CoRR, 2023

Large-scale Point Cloud Registration Based on Graph Matching Optimization.
CoRR, 2023

Recurrent Structure Attention Guidance for Depth Super-Resolution.
CoRR, 2023

Structure Flow-Guided Network for Real Depth Super-Resolution.
CoRR, 2023

Multiple-bounce Smith Microfacet BRDFs using the Invariance Principle.
Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

Neural Biplane Representation for BTF Rendering and Acquisition.
Proceedings of the ACM SIGGRAPH 2023 Conference Proceedings, 2023

OKGR: Occluded Keypoint Generation and Refinement for 3D Object Detection.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

TSSAT: Two-Stage Statistics-Aware Transformation for Artistic Style Transfer.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Adaptive Decoupled Pose Knowledge Distillation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Graph Matching Optimization Network for Point Cloud Registration.
IROS, 2023

LiDAR-SGMOS: Semantics-Guided Moving Object Segmentation with 3D LiDAR.
IROS, 2023

Distortion and Uncertainty Aware Loss for Panoramic Depth Completion.
Proceedings of the International Conference on Machine Learning, 2023

Local-Fusion Diffusion Model for Enhancing Few-Shot Image Generation.
Proceedings of the Image and Graphics - 12th International Conference, 2023

Enhanced Frequency Information for Image Dehazing.
Proceedings of the Image and Graphics - 12th International Conference, 2023

Dual Fusion Network for Hyperspectral Semantic Segmentation.
Proceedings of the Image and Graphics - 12th International Conference, 2023

Creative Birds: Self-Supervised Single-View 3D Style Transfer.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Center-Based Decoupled Point Cloud Registration for 6D Object Pose Estimation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Efficient LiDAR Point Cloud Oversegmentation Network.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Few-shot Continual Infomax Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Clothed Human Performance Capture with a Double-layer Neural Radiance Fields.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Self-Supervised 3D Scene Flow Estimation Guided by Superpoints.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Robust Outlier Rejection for 3D Registration with Variational Bayes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Revisiting the P3P Problem.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Exploratory Inference Learning for Scribble Supervised Semantic Segmentation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Structure Flow-Guided Network for Real Depth Super-resolution.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Recurrent Structure Attention Guidance for Depth Super-resolution.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

DesNet: Decomposed Scale-Consistent Network for Unsupervised Depth Completion.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Curriculum Temperature for Knowledge Distillation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Position-free multiple-bounce computations for smith microfacet BSDFs.
ACM Trans. Graph., 2022

Constant-Cost Spatio-Angular Prefiltering of Glinty Appearance Using Tensor Decomposition.
ACM Trans. Graph., 2022

Self-Teaching Video Object Segmentation.
IEEE Trans. Neural Networks Learn. Syst., 2022

Feature Selection Boosted by Unselected Features.
IEEE Trans. Neural Networks Learn. Syst., 2022

Deformable Template Network (DTN) for Object Detection.
IEEE Trans. Multim., 2022

S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification.
ACM Trans. Knowl. Discov. Data, 2022

Capitalizing on RGB-FIR Hybrid Imaging for Road Detection.
IEEE Trans. Intell. Transp. Syst., 2022

MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation.
IEEE Trans. Intell. Transp. Syst., 2022

Intention-Aware Vehicle Trajectory Prediction Based on Spatial-Temporal Dynamic Attention Network for Internet of Vehicles.
IEEE Trans. Intell. Transp. Syst., 2022

CBi-GNN: Cross-Scale Bilateral Graph Neural Network for 3D Object Detection.
IEEE Trans. Intell. Transp. Syst., 2022

Feature Aggregation and Propagation Network for Camouflaged Object Detection.
IEEE Trans. Image Process., 2022

Graph Jigsaw Learning for Cartoon Face Recognition.
IEEE Trans. Image Process., 2022

Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition.
IEEE Trans. Image Process., 2022

Fast and Lightweight Network for Single Frame Structured Illumination Microscopy Super-Resolution.
IEEE Trans. Instrum. Meas., 2022

Dynamic Spectral-Spatial Poisson Learning for Hyperspectral Image Classification With Extremely Scarce Labels.
IEEE Trans. Geosci. Remote. Sens., 2022

Dual Interactive Graph Convolutional Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Global Convergence Guarantees of (A)GIST for a Family of Nonconvex Sparse Learning Problems.
IEEE Trans. Cybern., 2022

Autoencoder-Based Latent Block-Diagonal Representation for Subspace Clustering.
IEEE Trans. Cybern., 2022

Joint Optimal Transport With Convex Regularization for Robust Image Classification.
IEEE Trans. Cybern., 2022

Laplacian Welsch Regularization for Robust Semisupervised Learning.
IEEE Trans. Cybern., 2022

Self-Supervision-Augmented Deep Autoencoder for Unsupervised Visual Anomaly Detection.
IEEE Trans. Cybern., 2022

Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2022

Neighborhood linear discriminant analysis.
Pattern Recognit., 2022

Multi-level graph learning network for hyperspectral image classification.
Pattern Recognit., 2022

Fine-Grained Image Analysis With Deep Learning: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Centroid Estimation With Guaranteed Efficiency: A General Framework for Weakly Supervised Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Instance-Dependent Positive and Unlabeled Learning With Labeling Bias Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Homography-Based Minimal-Case Relative Pose Estimation With Known Gravity Direction.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Towards harnessing feature embedding for robust learning with noisy labels.
Mach. Learn., 2022

Streaming feature selection via graph diffusion.
Inf. Sci., 2022

Video super-resolution with inverse recurrent net and hybrid local fusion.
Neurocomputing, 2022

Dual Convolutional Neural Networks for Low-Level Vision.
Int. J. Comput. Vis., 2022

Semantic Contrastive Embedding for Generalized Zero-Shot Learning.
Int. J. Comput. Vis., 2022

Spatio-Temporal Relation Learning for Video Anomaly Detection.
CoRR, 2022

Point Cloud Registration-Driven Robust Feature Matching for 3D Siamese Object Tracking.
CoRR, 2022

Semantics-Guided Moving Object Segmentation with 3D LiDAR.
CoRR, 2022

Robust Audio-Visual Instance Discrimination via Active Contrastive Set Mining.
CoRR, 2022

Action Candidate Driven Clipped Double Q-learning for Discrete and Continuous Action Tasks.
CoRR, 2022

RPC: a large-scale and fine-grained retail product checkout dataset.
Sci. China Inf. Sci., 2022

Neural Layered BRDFs.
Proceedings of the SIGGRAPH '22: Special Interest Group on Computer Graphics and Interactive Techniques Conference, Vancouver, BC, Canada, August 7, 2022

Spatial-Channel Mixed Attention Based Network for Remote Heart Rate Estimation.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

RecursiveMix: Mixed Learning with History.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Superpoint Graph Cut for 3D Instance Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Contrastive Embedding in Low-Dimensional Space.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Grouped Adaptive Loss Weighting for Person Search.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Active Contrastive Set Mining for Robust Audio-Visual Instance Discrimination.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Webly-Supervised Fine-Grained Recognition with Partial Label Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Globally Optimal Relative Pose Estimation for Multi-Camera Systems with Known Gravity Direction.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

PPT: Anomaly Detection Dataset of Printed Products with Templates.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

RigNet: Repetitive Image Guided Network for Depth Completion.
Proceedings of the Computer Vision - ECCV 2022, 2022

Multi-modal Masked Pre-training for Monocular Panoramic Depth Completion.
Proceedings of the Computer Vision - ECCV 2022, 2022

SEMICON: A Learning-to-Hash Solution for Large-Scale Fine-Grained Image Retrieval.
Proceedings of the Computer Vision - ECCV 2022, 2022

3D Siamese Transformer Network for Single Object Tracking on Point Clouds.
Proceedings of the Computer Vision - ECCV 2022, 2022

RA-Depth: Resolution Adaptive Self-supervised Monocular Depth Estimation.
Proceedings of the Computer Vision - ECCV 2022, 2022

Class-Agnostic Object Counting Robust to Intraclass Diversity.
Proceedings of the Computer Vision - ECCV 2022, 2022

Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Industrial Style Transfer with Large-scale Geometric Warping and Content Preservation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

A Proposal-based Paradigm for Self-supervised Sound Source Localization in Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CVNet: Contour Vibration Network for Building Extraction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Bi-level Alignment for Cross-Domain Crowd Counting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Relative Pose from a Calibrated and an Uncalibrated Smartphone Image.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning Clothes-irrelevant Cues for Clothes-Changing Person Re-identification.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Emphasizing Closeness and Diversity Simultaneously for Deep Face Representation.
Proceedings of the Computer Vision - ACCV 2022, 2022

Reliable Inlier Evaluation for Unsupervised Point Cloud Registration.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Keypoint Message Passing for Video-Based Person Re-identification.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Dynamic human body reconstruction and motion tracking with low-cost depth cameras.
Vis. Comput., 2021

Dual-Stream Structured Graph Convolution Network for Skeleton-Based Action Recognition.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Global Manifold Learning for Interactive Image Segmentation.
IEEE Trans. Multim., 2021

Lane Marking Regression From Confidence Area Detection to Field Inference.
IEEE Trans. Intell. Veh., 2021

Estimating Human Pose Efficiently by Parallel Pyramid Networks.
IEEE Trans. Image Process., 2021

Discriminative Cross-Modality Attention Network for Temporal Inconsistent Audio-Visual Event Localization.
IEEE Trans. Image Process., 2021

Meta-VOS: Learning to Adapt Online Target-Specific Segmentation.
IEEE Trans. Image Process., 2021

Learning Dense Correspondences for Non-Rigid Point Clouds With Two-Stage Regression.
IEEE Trans. Image Process., 2021

Localizing Anomalies From Weakly-Labeled Videos.
IEEE Trans. Image Process., 2021

An Accurate and Lightweight Method for Human Body Image Super-Resolution.
IEEE Trans. Image Process., 2021

Interactive Image Segmentation Based on Label Pair Diffusion.
IEEE Trans. Ind. Informatics, 2021

Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network.
IEEE Trans. Geosci. Remote. Sens., 2021

δ-Norm-Based Robust Regression With Applications to Image Analysis.
IEEE Trans. Cybern., 2021

Learning to Acquire the Quality of Human Pose Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2021

Constrained Online Cut-Paste for Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2021

DAPC-Net: Deformable Alignment and Pyramid Context Completion Networks for Video Inpainting.
IEEE Signal Process. Lett., 2021

LPPM-Net: Local-aware point processing module based 3D hand pose estimation for point cloud.
Signal Process. Image Commun., 2021

Effective quaternion radial harmonic Fourier moments for color image representation.
Signal Image Video Process., 2021

Self-Fusion Convolutional Neural Networks.
Pattern Recognit. Lett., 2021

Learnable low-rank latent dictionary for subspace clustering.
Pattern Recognit., 2021

Label group diffusion for image and image pair segmentation.
Pattern Recognit., 2021

Constructing multilayer locality-constrained matrix regression framework for noise robust face super-resolution.
Pattern Recognit., 2021

Improved multi-scale dynamic feature encoding network for image demoiréing.
Pattern Recognit., 2021

Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Loss Decomposition and Centroid Estimation for Positive and Unlabeled Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Dual robust regression for pattern classification.
Inf. Sci., 2021

Cost-sensitive positive and unlabeled learning.
Inf. Sci., 2021

A new nonlocal means based framework for mixed noise removal.
Neurocomputing, 2021

Inference guided feature generation for generalized zero-shot learning.
Neurocomputing, 2021

Guided Attention in CNNs for Occluded Pedestrian Detection and Re-identification.
Int. J. Comput. Vis., 2021

Norm-Aware Embedding for Efficient Person Search and Tracking.
Int. J. Comput. Vis., 2021

Variational Gridded Graph Convolution Network for Node Classification.
IEEE CAA J. Autom. Sinica, 2021

Singular Learning of Deep Multilayer Perceptrons for EEG-Based Emotion Recognition.
Frontiers Comput. Sci., 2021

Editorial for CVIU_DL for image restoration.
Comput. Vis. Image Underst., 2021

Fast and Light-Weight Network for Single Frame Structured Illumination Microscopy Super-Resolution.
CoRR, 2021

Neural BRDFs: Representation and Operations.
CoRR, 2021

Exploiting Cross-Modal Prediction and Relation Consistency for Semi-Supervised Image Captioning.
CoRR, 2021

Going Deeper in Frequency Convolutional Neural Network: A Theoretical Perspective.
CoRR, 2021

Learning Fair Face Representation With Progressive Cross Transformer.
CoRR, 2021

RigNet: Repetitive Image Guided Network for Depth Completion.
CoRR, 2021

DONet: Dual-Octave Network for Fast MR Image Reconstruction.
CoRR, 2021

JDSR-GAN: Constructing A Joint and Collaborative Learning Network for Masked Face Super-Resolution.
CoRR, 2021

Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction.
CoRR, 2021

Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition.
CoRR, 2021

Path-based Monte Carlo Denoising Using a Three-Scale Neural Network.
Comput. Graph. Forum, 2021

Improving Unsupervised Learning of Monocular Depth and Ego-Motion via Stereo Network.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Non-significant Information Enhancement Based Attention Network for Face Anti-spoofing.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

A$^2$-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning to Adapt via Latent Domains for Adaptive Semantic Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

3D Siamese Voxel-to-BEV Tracker for Sparse Point Clouds.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Universal Semi-Supervised Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Transfer Vision Patterns for Multi-Task Pixel Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

MULL'21: First International Workshop on Multimedia Understanding with Less Labeling.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Improving Pedestrian Detection from a Long-tailed Domain Perspective.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Beyond Laplacian Smoothing for Semi-supervised Community Detection.
Proceedings of the Knowledge Science, Engineering and Management, 2021

Parametric Model Estimation for 3D Clothed Humans from Point Clouds.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2021

A Three-Fingered Adaptive Gripper with Multiple Grasping Modes.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Rethinking Label-Wise Cross-Modal Retrieval from A Semantic Sharing Perspective.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Planning with Learned Dynamic Model for Unsupervised Point Cloud Registration.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Graph Deformer Network.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

A Cascaded LiDAR-Camera Fusion Network for Road Detection.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

A general elimination strategy for camera motion estimation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Large-Margin Contrastive Learning with Distance Polarization Regularizer.
Proceedings of the 38th International Conference on Machine Learning, 2021

Unsupervised Detailed Human Shape Estimation from Multi-view Color Images.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Tiny Person Pose Estimation via Image and Feature Super Resolution.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Scribble-Supervised Semantic Segmentation Inference.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Wasserstein Coupled Graph Learning for Cross-Modal Retrieval.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Superpoint Network for Point Cloud Oversegmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Pyramid Point Cloud Transformer for Large-Scale Place Recognition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Adaptive Multi-Domain Learning for Outdoor 3d Human Pose and Shape Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Complementary Fusion of Deep Network and Tree Model for ETA Prediction.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Learning Normal Dynamics in Videos With Meta Prototype Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Contrastive Embedding for Generalized Zero-Shot Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Globally Optimal Relative Pose Estimation With Gravity Prior.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning To Aggregate and Personalize 3D Face From In-the-Wild Photo Collection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Coarse-to-Fine Attribute Editing for Fashion Images.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

Hierarchical Attentive Upsampling on Input Signals for Remote Heart Rate Estimation.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Planar Motion Estimation for Multi-camera System.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Deep Wasserstein Graph Discriminant Learning for Graph Classification.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Tackling Instance-Dependent Label Noise via a Universal Probabilistic Model.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Hierarchical Information Passing Based Noise-Tolerant Hybrid Learning for Semi-Supervised Human Parsing.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Action Candidate Based Clipped Double Q-learning for Discrete and Continuous Action Tasks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Graph Game Embedding.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Harnessing Side Information for Classification Under Label Noise.
IEEE Trans. Neural Networks Learn. Syst., 2020

Walk-Steered Convolution for Graph Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020

Deep Manifold-to-Manifold Transforming Network for Skeleton-Based Action Recognition.
IEEE Trans. Multim., 2020

Line-CNN: End-to-End Traffic Line Detection With Line Proposal Unit.
IEEE Trans. Intell. Transp. Syst., 2020

Low-Rank Matrix Recovery via Modified Schatten-p Norm Minimization With Convergence Guarantees.
IEEE Trans. Image Process., 2020

Person Search by Separated Modeling and A Mask-Guided Two-Stream CNN Model.
IEEE Trans. Image Process., 2020

Hierarchical Semantic Propagation for Object Detection in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2020

Multiscale Dynamic Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Double Relaxed Regression for Image Classification.
IEEE Trans. Circuits Syst. Video Technol., 2020

Multi-Manifold Positive and Unlabeled Learning for Visual Analysis.
IEEE Trans. Circuits Syst. Video Technol., 2020

Color image watermark decoder by modeling quaternion polar harmonic transform with BKF distribution.
Signal Process. Image Commun., 2020

Multi-task learning for object keypoints detection and classification.
Pattern Recognit. Lett., 2020

Integrating prediction and reconstruction for anomaly detection.
Pattern Recognit. Lett., 2020

Image decomposition based matrix regression with applications to robust face recognition.
Pattern Recognit., 2020

Joint Task-Recursive Learning for RGB-D Scene Understanding.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Accurate quaternion radial harmonic Fourier moments for color image reconstruction and object recognition.
Pattern Anal. Appl., 2020

Multiple functional connectivity networks fusion for schizophrenia diagnosis.
Medical Biol. Eng. Comput., 2020

Perceiving heavily occluded human poses by assigning unbiased score.
Inf. Sci., 2020

Weakly-supervised Semantic Guided Hashing for Social Image Retrieval.
Int. J. Comput. Vis., 2020

They are Not Completely Useless: Towards Recycling Transferable Unlabeled Data for Class-Mismatched Semi-Supervised Learning.
CoRR, 2020

Progressive Training of Multi-level Wavelet Residual Networks for Image Denoising.
CoRR, 2020

Interest-Behaviour Multiplicative Network for Resource-limited Recommendation.
CoRR, 2020

Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification.
CoRR, 2020

Spatial Transformer Point Convolution.
CoRR, 2020

Learning Adaptive Embedding Considering Incremental Class.
CoRR, 2020

Localizing Anomalies from Weakly-Labeled Videos.
CoRR, 2020

Instance-Aware Graph Convolutional Network for Multi-Label Classification.
CoRR, 2020

S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification.
CoRR, 2020

PUI-Net: A Point Cloud Upsampling and Inpainting Network.
Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020

3D Human Body Shape and Pose Estimation from Depth Image.
Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020

Fast Hyper-walk Gridded Convolution on Graph.
Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

Network Cooperation with Progressive Disambiguation for Partial Label Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Graph-based motion prediction for abnormal action detection.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Hybrid Resolution Network Using Edge Guided Region Mutual Information Loss for Human Parsing.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Learning Hierarchical Graph for Occluded Pedestrian Detection.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

LiDAR Iris for Loop-Closure Detection.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Frontier Detection and Reachability Analysis for Efficient 2D Graph-SLAM Based Active Exploration.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Cascaded Non-local Neural Network for Point Cloud Semantic Segmentation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Analytical form of Fisher information matrix of bipoloar-activation-function-based multilayer perceptrons.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Online Positive and Unlabeled Learning.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

An efficient solution to the relative pose estimation with a common direction.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

A two-step approach to Lidar-Camera calibration.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Nighttime Pedestrian Detection Based on Feature Attention and Transformation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning a Dynamic High-Resolution Network for Multi-Scale Pedestrian Detection.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Graph inference learning for semi-supervised classification.
Proceedings of the 8th International Conference on Learning Representations, 2020

Cross-Graph Convolution Learning for Large-Scale Text-Picture Shopping Guide in E-Commerce Search.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Channel Attention Based Generative Network for Robust Visual Tracking.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Graph Wasserstein Correlation Analysis for Movie Retrieval.
Proceedings of the Computer Vision - ECCV 2020, 2020

Progressive Point Cloud Deconvolution Generation Network.
Proceedings of the Computer Vision - ECCV 2020, 2020

Zero-Shot Image Super-Resolution with Depth Guided Internal Degradation Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Pattern-Structure Diffusion for Multi-Task Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Online Depth Learning Against Forgetting in Monocular Videos.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020


Cross-Modal Pattern-Propagation for RGB-T Tracking.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Sequential 3D Human Pose and Shape Estimation From Point Clouds.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning the Redundancy-Free Features for Generalized Zero-Shot Object Recognition.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Minimal Solutions to Relative Pose Estimation From Two Views Sharing a Common Direction With Unknown Focal Length.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Norm-Aware Embedding for Efficient Person Search.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Unified Density-Aware Image Dehazing and Object Detection in Real-World Hazy Scenes.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Lane Detection Combining Details and Integrity: an Advanced Method for Lane Detection.
Proceedings of the ACAI 2020: 3rd International Conference on Algorithms, 2020

Variational Pathway Reasoning for EEG Emotion Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Deep Discriminative CNN with Temporal Ensembling for Ambiguously-Labeled Image Classification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Cross-Modal Attention Network for Temporal Inconsistent Audio-Visual Event Localization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Image Formation Model Guided Deep Image Super-Resolution.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Hierarchical Online Instance Matching for Person Search.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Understanding the Disharmony between Weight Normalization Family and Weight Decay.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Integrating Dense LiDAR-Camera Road Detection Maps by a Multi-Modal CRF Model.
IEEE Trans. Veh. Technol., 2019

Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation.
IEEE Trans. Neural Networks Learn. Syst., 2019

Scalable Proximal Jacobian Iteration Method With Global Convergence Analysis for Nonconvex Unconstrained Composite Optimizations.
IEEE Trans. Neural Networks Learn. Syst., 2019

Efficient Recovery of Low-Rank Matrix via Double Nonconvex Nonsmooth Rank Minimization.
IEEE Trans. Neural Networks Learn. Syst., 2019

A Fast and Accurate Matrix Completion Method Based on QR Decomposition and $L_{2, 1}$ -Norm Minimization.
IEEE Trans. Neural Networks Learn. Syst., 2019

Large-Margin Label-Calibrated Support Vector Machines for Positive and Unlabeled Learning.
IEEE Trans. Neural Networks Learn. Syst., 2019

An Illumination-Invariant Nonparametric Model for Urban Road Detection.
IEEE Trans. Intell. Veh., 2019

Histograms of the Normalized Inverse Depth and Line Scanning for Urban Road Detection.
IEEE Trans. Intell. Transp. Syst., 2019

Importance-Aware Semantic Segmentation for Autonomous Vehicles.
IEEE Trans. Intell. Transp. Syst., 2019

Multi-Modal Curriculum Learning over Graphs.
ACM Trans. Intell. Syst. Technol., 2019

Parallel Attentive Correlation Tracking.
IEEE Trans. Image Process., 2019

Topic-Oriented Image Captioning Based on Order-Embedding.
IEEE Trans. Image Process., 2019

Probabilistic Diffusion for Interactive Image Segmentation.
IEEE Trans. Image Process., 2019

Spectral Filter Tracking.
IEEE Trans. Image Process., 2019

LRR for Subspace Segmentation via Tractable Schatten- $p$ Norm Minimization and Factorization.
IEEE Trans. Cybern., 2019

Ensemble Teaching for Hybrid Label Propagation.
IEEE Trans. Cybern., 2019

UP-CNN: Un-pooling augmented convolutional neural network.
Pattern Recognit. Lett., 2019

Multiple vector representations of images and robust dictionary learning.
Pattern Recognit. Lett., 2019

Nesting-structured nuclear norm minimization for spatially correlated matrix variate.
Pattern Recognit., 2019

Multi-resolution dictionary learning for face recognition.
Pattern Recognit., 2019

Obstacle Detection by Fusing Point Clouds and Monocular Image.
Neural Process. Lett., 2019

Coupled-learning convolutional neural networks for object recognition.
Multim. Tools Appl., 2019

Efficient diffeomorphic metric image registration via stationary velocity.
J. Comput. Sci., 2019

Robust unsupervised feature selection by nonnegative sparse subspace learning.
Neurocomputing, 2019

LiDAR Iris for Loop-Closure Detection.
CoRR, 2019

Robust Classification with Sparse Representation Fusion on Diverse Data Subsets.
CoRR, 2019

Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants.
CoRR, 2019

Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks.
CoRR, 2019

Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification.
CoRR, 2019

Online Adaptation through Meta-Learning for Stereo Depth Estimation.
CoRR, 2019

Dynamic thresholding networks for schizophrenia diagnosis.
Artif. Intell. Medicine, 2019

Intelligent Vehicle-to-Vehicle Charging Navigation for Mobile Electric Vehicles via VANET-Based Communication.
IEEE Access, 2019

Assignment Problem Based Deep Embedding.
Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

Curvilinear Distance Metric Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Refined Segmentation R-CNN: A Two-Stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Two-View Fusion based Convolutional Neural Network for Urban Road Detection.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Si-GCN: Structure-induced Graph Convolution Network for Skeleton-based Action Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2019

Positive and Unlabeled Learning with Label Disambiguation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Build your own hybrid thermal/EO camera for autonomous vehicle.
Proceedings of the International Conference on Robotics and Automation, 2019

Road Detection through CRF based LiDAR-Camera Fusion.
Proceedings of the International Conference on Robotics and Automation, 2019

Feature-Attentioned Object Detection in Remote Sensing Imagery.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Online Multi-object Tracking Using Single Object Tracker and Markov Clustering.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Coarse-to-Fine 3D Human Pose Estimation.
Proceedings of the Image and Graphics - 10th International Conference, 2019


Multi-Scale Dynamic Feature Encoding Network for Image Demoiréing.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Cross-X Learning for Fine-Grained Visual Categorization.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

An Efficient Solution to the Homography-Based Relative Pose Problem With a Common Reference Direction.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Object-Wise Semantic Representation for Detection in Remote Sensing Imagery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

DSFD: Dual Shot Face Detector.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Selective Kernel Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Pattern-Affinitive Propagation Across Depth, Surface Normal and Semantic Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Hashing Graph Convolution for Node Classification.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

KIL: Knowledge Interactiveness Learning for Joint Depth Estimation and Semantic Segmentation.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

Dual-Attention Graph Convolutional Network.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

Gaussian-Induced Convolution for Graphs.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Inter-Class Angular Loss for Convolutional Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Data-Adaptive Metric Learning with Scale Alignment.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Speedup Techniques for Multiobjective Integer Programs in Designing Optimal and Structurally Simple Supervisors of AMS.
IEEE Trans. Syst. Man Cybern. Syst., 2018

On Selecting Effective Patterns for Fast Support Vector Regression Training.
IEEE Trans. Neural Networks Learn. Syst., 2018

Discriminative Block-Diagonal Representation Learning for Image Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2018

Marginal Representation Learning With Graph Structure Self-Adaptation.
IEEE Trans. Neural Networks Learn. Syst., 2018

Discriminative Deep Quantization Hashing for Face Image Retrieval.
IEEE Trans. Neural Networks Learn. Syst., 2018

Nonparametric Bayesian Correlated Group Regression With Applications to Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018

Convolutional Sparse Autoencoders for Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018

Approximate Low-Rank Projection Learning for Feature Extraction.
IEEE Trans. Neural Networks Learn. Syst., 2018

3-D LiDAR + Monocular Camera: An Inverse-Depth-Induced Fusion Framework for Urban Road Detection.
IEEE Trans. Intell. Veh., 2018

Vanishing Point Constrained Lane Detection With a Stereo Camera.
IEEE Trans. Intell. Transp. Syst., 2018

Progressive Hard-Mining Network for Monocular Depth Estimation.
IEEE Trans. Image Process., 2018

When Dijkstra Meets Vanishing Point: A Stereo Vision Approach for Road Detection.
IEEE Trans. Image Process., 2018

Action-Attending Graphic Neural Network.
IEEE Trans. Image Process., 2018

Visual Representation and Classification by Learning Group Sparse Deep Stacking Network.
IEEE Trans. Image Process., 2018

Security-Aware Resource Allocation With Delay Constraint for NOMA-Based Cognitive Radio Network.
IEEE Trans. Inf. Forensics Secur., 2018

A Regularization Approach for Instance-Based Superset Label Learning.
IEEE Trans. Cybern., 2018

L1-Norm Distance Linear Discriminant Analysis Based on an Effective Iterative Algorithm.
IEEE Trans. Circuits Syst. Video Technol., 2018

Power and Bandwidth Allocation for Cognitive Heterogeneous Multi-Homing Networks.
IEEE Trans. Commun., 2018

Bufferless Transmission in Complex Networks.
IEEE Trans. Circuits Syst. II Express Briefs, 2018

Saliency fusion via sparse and double low rank decomposition.
Pattern Recognit. Lett., 2018

Deep hierarchical guidance and regularization learning for end-to-end depth estimation.
Pattern Recognit., 2018

Visual tracking via Boolean map representations.
Pattern Recognit., 2018

Adaptive weighted nonnegative low-rank representation.
Pattern Recognit., 2018

Diffusive likelihood for interactive image segmentation.
Pattern Recognit., 2018

Robust, discriminative and comprehensive dictionary learning for face recognition.
Pattern Recognit., 2018

Robust l<sub>2, 1</sub> Norm-Based Sparse Dictionary Coding Regularization of Homogenous and Heterogenous Graph Embeddings for Image Classifications.
Neural Process. Lett., 2018

Global graph diffusion for interactive object extraction.
Inf. Sci., 2018

Low-rank structure preserving for unsupervised feature selection.
Neurocomputing, 2018

SRNN: Self-regularized neural network.
Neurocomputing, 2018

A new recurrent neural network with noise-tolerance and finite-time convergence for dynamic quadratic minimization.
Neurocomputing, 2018

An adaptive line search scheme for approximated nuclear norm based matrix regression.
Neurocomputing, 2018

Joint Bayesian guided metric learning for end-to-end face verification.
Neurocomputing, 2018

Matrix completion via capped nuclear norm.
IET Image Process., 2018

Locality and context-aware top-down saliency.
IET Image Process., 2018

Triple Attention Mixed Link Network for Single Image Super Resolution.
CoRR, 2018

When Work Matters: Transforming Classical Network Structures to Graph CNN.
CoRR, 2018

Shape Robust Text Detection with Progressive Scale Expansion Network.
CoRR, 2018

Walk-Steered Convolution for Graph Classification.
CoRR, 2018

A Fusion Model for Road Detection based on Deep Learning and Fully Connected CRF.
Proceedings of the 13th Annual Conference on System of Systems Engineering, 2018

Episode-Experience Replay Based Tree-Backup Method for Off-Policy Actor-Critic Algorithm.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Densely Connected Bidirectional LSTM with Applications to Sentence Classification.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Context-Dependent Diffusion Network for Visual Relationship Detection.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Fusion of LiDAR and Camera by Scanning in LiDAR Imagery and Image-Guided Diffusion for Urban Road Detection.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Mixed Link Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Positive and Unlabeled Learning via Loss Decomposition and Centroid Estimation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Adversarial Metric Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Teaching Semi-Supervised Classifier via Generalized Distillation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Dijkstra Model for Stereo-Vision Based Road Detection: A Non-Parametric Method.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Unsupervised Multi-Domain Image Translation with Domain-Specific Encoders/Decoders.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Networks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Action Recognition with Spatial-Temporal Representation Analysis Across Grassmannian Manifold and Euclidean Space.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Online Streaming Feature Selection Based on A Buffer Pool.
Proceedings of the Fuzzy Systems and Data Mining IV, 2018

Joint Task-Recursive Learning for Semantic Segmentation and Depth Estimation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Person Search via a Mask-Guided Two-Stream CNN Model.
Proceedings of the Computer Vision - ECCV 2018, 2018

Occluded Pedestrian Detection Through Guided Attention in CNNs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A New Discriminative Sparse Representation Method for Robust Face Recognition via l<sub>2</sub> Regularization.
IEEE Trans. Neural Networks Learn. Syst., 2017

Robust Image Regression Based on the Extended Matrix Variate Power Exponential Distribution of Dependent Noise.
IEEE Trans. Neural Networks Learn. Syst., 2017

Sparseness Analysis in the Pretraining of Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2017

A Locality-Constrained and Label Embedding Dictionary Learning Algorithm for Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2017

Robust Nuclear Norm-Based Matrix Regression With Applications to Robust Face Recognition.
IEEE Trans. Image Process., 2017

Convolution Neural Networks With Two Pathways for Image Style Recognition.
IEEE Trans. Image Process., 2017

Low-Rank Latent Pattern Approximation With Applications to Robust Image Classification.
IEEE Trans. Image Process., 2017

Accurate and Efficient Inspection of Speckle and Scratch Defects on Surfaces of Planar Products.
IEEE Trans. Ind. Informatics, 2017

Rotational Invariant Dimensionality Reduction Algorithms.
IEEE Trans. Cybern., 2017

Incorporating neighbors' distribution knowledge into support vector machines.
Soft Comput., 2017

Multiple metric learning based on bar-shape descriptor for person re-identification.
Pattern Recognit., 2017

Learning robust and discriminative low-rank representations for face recognition with occlusion.
Pattern Recognit., 2017

Low rank representation with adaptive distance penalty for semi-supervised subspace classification.
Pattern Recognit., 2017

Category-specific object segmentation via unsupervised discriminant shape.
Pattern Recognit., 2017

Nuclear Norm Based Matrix Regression with Applications to Face Recognition with Occlusion and Illumination Changes.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Finding the samples near the decision plane for support vector learning.
Inf. Sci., 2017

Domain class consistency based transfer learning for image classification across domains.
Inf. Sci., 2017

Weighted sparse coding regularized nonconvex matrix regression for robust face recognition.
Inf. Sci., 2017

Sample diversity, representation effectiveness and robust dictionary learning for face recognition.
Inf. Sci., 2017

Nonconvex relaxation based matrix regression for face recognition with structural noise and mixed noise.
Neurocomputing, 2017

Fisher discrimination dictionary pair learning for image classification.
Neurocomputing, 2017

Bi-weighted robust matrix regression for face recognition.
Neurocomputing, 2017

Kernel orthogonal Procrustes regression for face recognition across pose.
Neurocomputing, 2017

Recurrent neural network for facial landmark detection.
Neurocomputing, 2017

Nuclear norm regularized coding with local position-patch and nonlocal similarity for face hallucination.
Digit. Signal Process., 2017

Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal.
CoRR, 2017

Unsupervised Multi-Domain Image Translation with Domain-Specific Encoders/Decoders.
CoRR, 2017

Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization.
CoRR, 2017

Spectral Filter Tracking.
CoRR, 2017

A Survey of Dictionary Learning Algorithms for Face Recognition.
IEEE Access, 2017

Robust Face Hallucination via Locality-Constrained Nuclear Norm Regularized Regression.
Proceedings of the Intelligence Science and Big Data Engineering, 2017

Importance-Aware Semantic Segmentation for Autonomous Driving System.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Lidar-histogram for fast road and obstacle detection.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Object detection via feature fusion based single network.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Learning with Inadequate and Incorrect Supervision.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

MemNet: A Persistent Memory Network for Image Restoration.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Adversarial PoseNet: A Structure-Aware Convolutional Network for Human Pose Estimation.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Lidar-based urban road detection by histograms of normalized inverse depths and line scanning.
Proceedings of the 2017 European Conference on Mobile Robots, 2017

Image Super-Resolution via Deep Recursive Residual Network.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Split and Merge for Accurate Plane Segmentation in RGB-D Images.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

Learning a Smart Convolutional Neural Network with High-Level Semantic Information.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Can the Virtual Labels Obtained by Traditional LP Approaches Be Well Encoded in WLR?
IEEE Trans. Neural Networks Learn. Syst., 2016

Approximate Orthogonal Sparse Embedding for Dimensionality Reduction.
IEEE Trans. Neural Networks Learn. Syst., 2016

Robust Joint Feature Weights Learning Framework.
IEEE Trans. Knowl. Data Eng., 2016

Face Recognition With Pose Variations and Misalignment via Orthogonal Procrustes Regression.
IEEE Trans. Image Process., 2016

Tree-Structured Nuclear Norm Approximation With Applications to Robust Face Recognition.
IEEE Trans. Image Process., 2016

Double Low Rank Matrix Recovery for Saliency Fusion.
IEEE Trans. Image Process., 2016

Learning Fast Low-Rank Projection for Image Classification.
IEEE Trans. Image Process., 2016

Relative density degree induced boundary detection for one-class SVM.
Soft Comput., 2016

Extended nearest neighbor chain induced instance-weights for SVMs.
Pattern Recognit., 2016

Approximately symmetrical face images for image preprocessing in face recognition and sparse representation based classification.
Pattern Recognit., 2016

Learning discriminative singular value decomposition representation for face recognition.
Pattern Recognit., 2016

Adaptive noise dictionary construction via IRRPCA for face recognition.
Pattern Recognit., 2016

A weighted one-class support vector machine.
Neurocomputing, 2016

Sparse discriminative feature weights learning.
Neurocomputing, 2016

Sparse preserving feature weights learning.
Neurocomputing, 2016

Exploring deep gradient information for biometric image feature representation.
Neurocomputing, 2016

Learning a structure adaptive dictionary for sparse representation based classification.
Neurocomputing, 2016

Schatten p-norm based principal component analysis.
Neurocomputing, 2016

Structural Orthogonal Procrustes Regression for Face Recognition with Pose Variations and Misalignment.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

LightRNN: Memory and Computation-Efficient Recurrent Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Robust unsupervised feature selection by nonnegative sparse subspace learning.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Maximum clique based RGB-D visual odometry.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Dual approximated nuclear norm based matrix regression via adaptive line search scheme.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Object segmentation using low-rank representation with multiple block-diagonal priors.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Face alignment with Cascaded Bidirectional LSTM Neural Networks.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Volume measurement based tensor completion.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

An Optimized Naive Bayesian Method for Face Recognition.
Proceedings of the Cognitive Systems and Signal Processing, 2016

Robust Face Frontalization in Unconstrained Images.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Saliency-Based Person Re-identification by Probability Histogram.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Image Pattern Recognition.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Nonlinear Techniques for Dimension Reduction.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Nuclear Norm-Based 2-DPCA for Extracting Features From Images.
IEEE Trans. Neural Networks Learn. Syst., 2015

Matrix Variate Distribution-Induced Sparse Representation for Robust Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2015

Double Nuclear Norm-Based Matrix Decomposition for Occluded Image Recovery and Background Modeling.
IEEE Trans. Image Process., 2015

Locality-Constrained Sparse Auto-Encoder for Image Classification.
IEEE Signal Process. Lett., 2015

Sparse nonlocal priors based two-phase approach for mixed noise removal.
Signal Process., 2015

Sparse discriminative feature selection.
Pattern Recognit., 2015

Robust nuclear norm regularized regression for face recognition with occlusion.
Pattern Recognit., 2015

Nuclear-L<sub>1</sub> norm joint regression for face reconstruction and recognition with mixed noise.
Pattern Recognit., 2015

Inhomogeneity-embedded active contour for natural image segmentation.
Pattern Recognit., 2015

Locality preserving score for joint feature weights learning.
Neural Networks, 2015

Nearest orthogonal matrix representation for face recognition.
Neurocomputing, 2015

Higher-level feature combination via multiple kernel learning for image classification.
Neurocomputing, 2015

Mixed noise removal by weighted low rank model.
Neurocomputing, 2015

Bayesian sample steered discriminative regression for biometric image classification.
Appl. Soft Comput., 2015

A Survey of Sparse Representation: Algorithms and Applications.
IEEE Access, 2015

Orthogonal Procrustes Problem Based Regression with Application to Face Recognition with Pose Variations.
Proceedings of the Intelligence Science and Big Data Engineering. Image and Video Data Engineering, 2015

Learning Sparse Features in Convolutional Neural Networks for Image Classification.
Proceedings of the Intelligence Science and Big Data Engineering. Image and Video Data Engineering, 2015

Matrix Based Regression with Local Position-Patch and Nonlocal Similarity for Face Hallucination.
Proceedings of the Intelligence Science and Big Data Engineering. Image and Video Data Engineering, 2015

Local feature embedding for supervised image classification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Facial landmark detection via pose-induced auto-encoder networks.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Deep Convolutional Neural Network and Multi-view Stacking Ensemble in Ali Mobile Recommendation Algorithm Competition: The Solution to the Winning of Ali Mobile Recommendation Algorithm.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Robust Matrix Regression for Illumination and Occlusion Tolerant Face Recognition.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Object Extraction from Bounding Box Prior with Double Sparse Reconstruction.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Exploring Deep Gradient Information for Face Recognition.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

Locality-constrained group sparse coding regularized NMR for robust face recognition.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

A bottom-up dictionary learning based classification for face recognition.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

Sparse Deep Stacking Network for Image Classification.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Multilinear Sparse Principal Component Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2014

Modified Principal Component Analysis: An Integration of Multiple Similarity Subspace Models.
IEEE Trans. Neural Networks Learn. Syst., 2014

Mixed Noise Removal by Weighted Encoding With Sparse Nonlocal Regularization.
IEEE Trans. Image Process., 2014

Integrating Conventional and Inverse Representation for Face Recognition.
IEEE Trans. Cybern., 2014

Robust Subspace Segmentation Via Low-Rank Representation.
IEEE Trans. Cybern., 2014

An improved robust and sparse twin support vector regression via linear programming.
Soft Comput., 2014

Linear reconstruction measure steered nearest neighbor classification framework.
Pattern Recognit., 2014

Joint Laplacian feature weights learning.
Pattern Recognit., 2014

Enhanced iterative projection for subclass discriminant analysis under EM-alike framework.
Pattern Recognit., 2014

A novel multiphase active contour model for inhomogeneous image segmentation.
Multim. Tools Appl., 2014

Median-mean line based discriminant analysis.
Neurocomputing, 2014

Integrate the original face image and its mirror image for face recognition.
Neurocomputing, 2014

Learning image manifold via local tensor subspace alignment.
Neurocomputing, 2014

Histogram of visual words based on locally adaptive regression kernels descriptors for image feature extraction.
Neurocomputing, 2014

Continuous attractors of higher-order recurrent neural networks with infinite neurons.
Neurocomputing, 2014

Integration of multiple orientation and texture information for finger-knuckle-print verification.
Neurocomputing, 2014

A novel sparse representation based framework for face image super-resolution.
Neurocomputing, 2014

Nuclear Norm based Matrix Regression with Applications to Face Recognition with Occlusion and Illumination Changes.
CoRR, 2014

Neighbors' distribution property and sample reduction for support vector machines.
Appl. Soft Comput., 2014

Learning discriminative low-rank representation for image classification.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Sparse Representation Preserving for Unsupervised Feature Selection.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Unsupervised Discriminant Canonical Correlation Analysis for Feature Fusion.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Region Tree Based Sparse Model for Optical Flow Estimation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Nuclear Norm Regularized Sparse Coding.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

An Improved Linear Discriminant Analysis with L1-Norm for Robust Feature Extraction.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Learning image manifold using neighboring similarity integration.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Robust Low-Rank Regularized Regression for Face Recognition with Occlusion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Single-Sample Face Recognition via Fusion Variant Dictionary.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

Schatten p-Norm Based Matrix Regression Model for Image Classification.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

Face Recognition with Image Misalignment via Structure Constraint Coding.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

Nuclear-L<sub>1</sub> Norm Joint Regression for Face Reconstruction and Recognition.
Proceedings of the Computer Vision - ACCV 2014, 2014

Visual Salience Learning via Low Rank Matrix Recovery.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2013

Regularized Robust Coding for Face Recognition.
IEEE Trans. Image Process., 2013

Local Structure-Based Image Decomposition for Feature Extraction With Applications to Face Recognition.
IEEE Trans. Image Process., 2013

Sparse Tensor Discriminant Analysis.
IEEE Trans. Image Process., 2013

Reconstruction Based Finger-Knuckle-Print Verification With Score Level Adaptive Binary Fusion.
IEEE Trans. Image Process., 2013

Discriminative histograms of local dominant orientation (D-HLDO) for biometric image feature extraction.
Pattern Recognit., 2013

Complete large margin linear discriminant analysis using mathematical programming approach.
Pattern Recognit., 2013

Sparse margin-based discriminant analysis for feature extraction.
Neural Comput. Appl., 2013

K-local hyperplane distance nearest neighbor classifier oriented local discriminant analysis.
Inf. Sci., 2013

Low-rank representation based discriminative projection for robust feature extraction.
Neurocomputing, 2013

Improving protein-ATP binding residues prediction by boosting SVMs with random under-sampling.
Neurocomputing, 2013

A nonnegative sparse representation based fuzzy similar neighbor classifier.
Neurocomputing, 2013

Regularized least squares fisher linear discriminant with applications to image recognition.
Neurocomputing, 2013

The nonatomic supermodular game.
Games Econ. Behav., 2013

Why does the unsupervised pretraining encourage moderate-sparseness?
CoRR, 2013

Sparse maximum margin discriminant analysis for feature extraction and gene selection on gene expression data.
Comput. Biol. Medicine, 2013

An order-centric treatment of the Bayesian supermodular game.
Ann. Oper. Res., 2013

Design and Implementation of a Bimodal Face Recognition System.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Robust Principal Component Analysis for Recognition.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Instance Selection and Instance Weighting for Cross-Domain Sentiment Classification via PU Learning.
Proceedings of the IJCAI 2013, 2013

Dimensionality Reduction for Microarray Data Using Local Mean Based Discriminant Analysis.
Proceedings of the Intelligent Computing Theories and Technology, 2013

General Regression and Representation Model for Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Weight Competitive Coding for Finger-Knuckle-Print Verification.
Proceedings of the Biometric Recognition - 8th Chinese Conference, 2013

Nuclear Norm Based 2DPCA.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Object Tracking via Multi-task Gaussian-Laplacian Regression.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Low-Rank Matrix Completion Based on Maximum Likelihood Estimation.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012
Sparse Tensor Discriminant Color Space for Face Verification.
IEEE Trans. Neural Networks Learn. Syst., 2012

Sparse Approximation to the Eigensubspace for Discrimination.
IEEE Trans. Neural Networks Learn. Syst., 2012

Supervised and Unsupervised Parallel Subspace Learning for Large-Scale Image Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2012

Component-based global k-NN classifier for small sample size problems.
Pattern Recognit. Lett., 2012

Beyond sparsity: The role of L<sub>1</sub>-optimizer in pattern classification.
Pattern Recognit., 2012

Weighted linear embedding: utilizing local and nonlocal information sufficiently.
Neural Comput. Appl., 2012

Dynamic transition embedding for image feature extraction and recognition.
Neural Comput. Appl., 2012

Smooth twin support vector regression.
Neural Comput. Appl., 2012

A flexible support vector machine for regression.
Neural Comput. Appl., 2012

Stability and periodicity of discrete Hopfield neural networks with column arbitrary-magnitude-dominant weight matrix.
Neurocomputing, 2012

Recursive robust least squares support vector regression based on maximum correntropy criterion.
Neurocomputing, 2012

Learning Compact Representation for Image with Tensor Manifold Perspective.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

The Maximized Discriminative Subspace for Manifold Learning Problem.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Force Work Induced Metric for Face Verification.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Exploring Unknown Paths in Networks Based on Multiple Random Walks.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Noise and Illumination Invariant Road Detection Based on Vanishing Point.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Facial Expression Recognition Using a New Image Representation and Multiple Feature Fusion.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Continuous attractors of recurrent neural networks with complex-valued weights.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

CCTA-based region-wise segmentation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Large margin null space discriminant analysis with applications to face recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Enhanced Iterative Projection for Subclass Analysis under EM Framework.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Fusion of Local Features for Face Recognition by Multiple Least Square Solutions.
Proceedings of the Biometric Recognition - 7th Chinese Conference, 2012

2011
A Two-Phase Test Sample Sparse Representation Method for Use With Face Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2011

Unsupervised range-constrained thresholding.
Pattern Recognit. Lett., 2011

From classifiers to discriminators: A nearest neighbor rule induced discriminant analysis.
Pattern Recognit., 2011

Image segmentation by iterated region merging with localized graph cuts.
Pattern Recognit., 2011

Recursive projection twin support vector machine via within-class variance minimization.
Pattern Recognit., 2011

Optimal Locality Regularized Least Squares Support Vector Machine via Alternating Optimization.
Neural Process. Lett., 2011

Bimode model for face recognition and face representation.
Neurocomputing, 2011

Sparse two-dimensional local discriminant projections for feature extraction.
Neurocomputing, 2011

Evaluate Dissimilarity of Samples in Feature Space for Improving KPCA.
Int. J. Inf. Technol. Decis. Mak., 2011

Sparse Representation Based Face Image Super-Resolution.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

Sparse Maximum Margin Discriminant Analysis for Gene Selection.
Proceedings of the Bio-Inspired Computing and Applications, 2011

A Linear Subspace Learning Approach via Low Rank Decomposition.
Proceedings of the Second International Conference on Innovations in Bio-inspired Computing and Applications, 2011

One fast and automatic face recognition method.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Robust sparse coding for face recognition.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

A Novel Feature Extraction Method for Face Recognition under Different Lighting Conditions.
Proceedings of the Biometric Recognition - 6th Chinese Conference, 2011

A novel model for inhomogeneous brain MR image segmentation.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Similarity preserving principal curve: an optimal 1-D feature extractor for data representation.
IEEE Trans. Neural Networks, 2010

Extracting Multiple Features in the CID Color Space for Face Recognition.
IEEE Trans. Image Process., 2010

Push-Pull marginal discriminant analysis for feature extraction.
Pattern Recognit. Lett., 2010

Color space normalization: Enhancing the discriminating power of color spaces for face recognition.
Pattern Recognit., 2010

LPP solution schemes for use with face recognition.
Pattern Recognit., 2010

What kind of color spaces is suitable for color face recognition?
Neurocomputing, 2010

A two-step framework for highly nonlinear data unfolding.
Neurocomputing, 2010

Sparse Representation Classifier Steered Discriminative Projection.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Sparse Local Discriminant Projections for Feature Extraction.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Metaface learning for sparse representation based face recognition.
Proceedings of the International Conference on Image Processing, 2010

Sparse margin based discriminant analysis for face recognition.
Proceedings of the International Conference on Image Processing, 2010

Nonparametric Marginal Fisher Analysis for Feature Extraction.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010

2009
Image Pattern Recognition.
Proceedings of the Encyclopedia of Biometrics, 2009

Non-linear Techniques for Dimension Reduction.
Proceedings of the Encyclopedia of Biometrics, 2009

ICA Color Space for Pattern Recognition.
IEEE Trans. Neural Networks, 2009

An geometrically intuitive marginal discriminant analysis method with application to face recognition.
Proceedings of the International Conference on Image Processing, 2009

Discriminant feature extraction based on center distance.
Proceedings of the International Conference on Image Processing, 2009

Iterated Graph Cuts for Image Segmentation.
Proceedings of the Computer Vision, 2009

2008
Color Image Discriminant Models and Algorithms for Face Recognition.
IEEE Trans. Neural Networks, 2008

An approach for directly extracting features from matrix data and its application in face recognition.
Neurocomputing, 2008

A Theoretical Framework for Matrix-Based Feature Extraction Algorithms with its Application to Image Recognition.
Int. J. Image Graph., 2008

Median Fisher Discriminator: a robust feature extraction method with applications to biometrics.
Frontiers Comput. Sci. China, 2008

A discriminant color space method for face representation and verification on a large-scale database.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Minimal local reconstruction error measure based discriminant feature extraction and classification.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

The Research on Dynamic Replication and Placement of File Using Dual-Threshold Dynamic File Migration Algorithm.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007
Constructing PCA Baseline Algorithms to Reevaluate ICA-Based Face-Recognition Performance.
IEEE Trans. Syst. Man Cybern. Part B, 2007

Comments on "On Image Matrix Based Feature Extraction Algorithms".
IEEE Trans. Syst. Man Cybern. Part B, 2007

Horizontal and Vertical 2DPCA-Based Discriminant Analysis for Face Verification on a Large-Scale Database.
IEEE Trans. Inf. Forensics Secur., 2007

Globally Maximizing, Locally Minimizing: Unsupervised Discriminant Projection with Applications to Face and Palm Biometrics.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

The use of a premium-payment scheme in a supply chain involving capacity acquisition.
Eur. J. Oper. Res., 2007

Sourcing with random yields and stochastic demand: A newsvendor approach.
Comput. Oper. Res., 2007

DLDA/QR: A Robust Direct LDA Algorithm for Face Recognition and Its Theoretical Foundation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

A General Discriminant Model for Color Face Recognition.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Horizontal and Vertical 2DPCA Based Discriminant Analysis for Face Verification Using the FRGC Version 2 Database.
Proceedings of the Advances in Biometrics, International Conference, 2007

2006
BDPCA plus LDA: a novel fast feature extraction technique for face recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2006

Topology Description for Data Distributions Using a Topology Graph With Divide-and-Combine Learning Strategy.
IEEE Trans. Syst. Man Cybern. Part B, 2006

A reformative kernel Fisher discriminant algorithm and its application to face recognition.
Neurocomputing, 2006

Locally principal component learning for face representation and recognition.
Neurocomputing, 2006

Inventory control with Markovian capacity and the option of order rejection.
Eur. J. Oper. Res., 2006

Median LDA: A Robust Feature Extraction Method for Face Recognition.
Proceedings of the IEEE International Conference on Systems, 2006

Kernel Fisher LPP for Face Recognition.
Proceedings of the Multimedia Content Representation, 2006

A Complete and Rapid Feature Extraction Method for Face Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Effective classification image space which can solve small sample size problem.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Unsupervised Discriminant Projection Analysis for Feature Extraction.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Recognize Color Face Images Using Complex Eigenfaces.
Proceedings of the Advances in Biometrics, International Conference, 2006

"Non-locality" Preserving Projection and Its Application to Palmprint Recognition.
Proceedings of the Ninth International Conference on Control, 2006

2005
Two-dimensional discriminant transform for face recognition.
Pattern Recognit., 2005

Kernel ICA: An alternative formulation and its application to face recognition.
Pattern Recognit., 2005

KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

A Production-Inventory System with Markovian Capacity and Outsourcing Option.
Oper. Res., 2005

Is ICA Significantly Better than PCA for Face Recognition?.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Regularization of LDA for Face Recognition: A Post-processing Approach.
Proceedings of the Analysis and Modelling of Faces and Gestures, 2005

2004
Scheduling Problems in the Airline Industry.
Proceedings of the Handbook of Scheduling - Algorithms, Models, and Performance Analysis., 2004

Essence of kernel Fisher discriminant: KPCA plus LDA.
Pattern Recognit., 2004

A reformative kernel Fisher discriminant analysis.
Pattern Recognit., 2004

Two-Dimensional PCA: A New Approach to Appearance-Based Face Representation and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

A new LDA-KL combined method for feature extraction and its generalisation.
Pattern Anal. Appl., 2004

A new LDA-KL combined method for feature extraction and its generalisation.
Pattern Anal. Appl., 2004

A new kernel Fisher discriminant algorithm with application to face recognition.
Neurocomputing, 2004

Fusion of PCA and KFDA for rapid face recognition.
Proceedings of the 8th International Conference on Control, 2004

2003
Feature fusion: parallel strategy vs. serial strategy.
Pattern Recognit., 2003

Why can LDA be performed in PCA transformed space?
Pattern Recognit., 2003

A generalised K-L expansion method which can deal with small sample size and high-dimensional problems.
Pattern Anal. Appl., 2003

Combined Fisherfaces framework.
Image Vis. Comput., 2003

Uncorrelated Projection Discriminant Analysis And Its Application To Face Image Feature Extraction.
Int. J. Pattern Recognit. Artif. Intell., 2003

2002
What's wrong with Fisher criterion?
Pattern Recognit., 2002

From image vector to matrix: a straightforward image projection technique - IMPCA vs. PCA.
Pattern Recognit., 2002

Generalized K-L transform based combined feature extraction.
Pattern Recognit., 2002


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