Dong Xu

IEEE Trans. Circuits Syst. Video Technol., December, 2023

Co-MDA: Federated Multisource Domain Adaptation on Black-Box Models.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., December, 2023

MedoidsFormer: A Strong 3D Object Detection Backbone by Exploiting Interaction With Adjacent Medoid Tokens.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., October, 2023

Toward Explainable 3D Grounded Visual Question Answering: A New Benchmark and Strong Baseline.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2023

FVC: An End-to-End Framework Towards Deep Video Compression in Feature Space.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Salient Object Detection via Integrity Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Guest Editorial: Special Issue on Machine Learning and Signal Processing.

[BibT_eX]

[DOI]

J. Signal Process. Syst., January, 2023

GeometryMotion-Transformer: An End-to-End Framework for 3D Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Bridging Synthetic and Real Images: A Transferable and Multiple Consistency Aided Fundus Image Enhancement Framework.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2023

CBANet: Toward Complexity and Bitrate Adaptive Deep Image Compression Using a Single Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Slow Motion Matters: A Slow Motion Enhanced Network for Weakly Supervised Temporal Action Localization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2023

Progressive Target-Styled Feature Augmentation for Unsupervised Domain Adaptation on Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2023

Inversion-by-Inversion: Exemplar-based Sketch-to-Photo Synthesis via Stochastic Differential Equations without Training.

[BibT_eX]

[DOI]

CoRR, 2023

VideoControlNet: A Motion-Guided Video-to-Video Translation Framework by Using Diffusion Model with ControlNet.

[BibT_eX]

[DOI]

Zhihao Hu

CoRR, 2023

CS-Isolate: Extracting Hard Confident Examples by Content and Style Isolation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Distortion-aware Transformer in 360° Salient Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

ICMH-Net: Neural Image Compression Towards both Machine Vision and Human Vision.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Neural Video Compression with Spatio-Temporal Cross-Covariance Transformers.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2023

Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Complexity-guided Slimmable Decoder for Efficient Deep Video Compression.

[BibT_eX]

[DOI]

Zhihao Hu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

VPU: A Video-Based Point Cloud Upsampling Framework.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

APSNet: Toward Adaptive Point Sampling for Efficient 3D Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Structure Guided Deep Neural Network for Unsupervised Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Exploiting Intra-Slice and Inter-Slice Redundancy for Learning-Based Lossless Volumetric Image Compression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

VDM-DA: Virtual Domain Modeling for Source Data-Free Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Human-Centric Spatio-Temporal Video Grounding With Visual Transformers.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

3D-Pruning: A Model Compression Framework for Efficient 3D Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

JointPruning: Pruning Networks Along Multiple Dimensions for Efficient Point Cloud Processing.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

P-CNN: Part-Based Convolutional Neural Networks for Fine-Grained Visual Categorization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Towards Explainable 3D Grounded Visual Question Answering: A New Benchmark and Strong Baseline.

[BibT_eX]

[DOI]

CoRR, 2022

Revisiting Deep Semi-supervised Learning: An Empirical Distribution Alignment Framework and Its Generalization Bound.

[BibT_eX]

[DOI]

CoRR, 2022

Improving RGB-D Point Cloud Registration by Learning Multi-scale Local Linear Transformation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Content Adaptive Latents and Decoder for Neural Image Compression.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

SketchSampler: Sketch-Based 3D Reconstruction via View-Dependent Depth Sampling.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Learning based Multi-modality Image and Video Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Coarse-To-Fine Deep Video Coding with Hyperprior-Guided Mode Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

LSVC: A Learning-based Stereo Video Compression Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

3DJCG: A Unified Framework for Joint Dense Captioning and Visual Grounding on 3D Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Dense Video Captioning Using Graph-Based Sentence Summarization.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Progressive Modality Cooperation for Multi-Modality Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Cross-Dataset Point Cloud Recognition Using Deep-Shallow Domain Adaptation Network.

[BibT_eX]

[DOI]

Feiyu Wang

IEEE Trans. Image Process., 2021

Improving Weakly Supervised Temporal Action Localization by Exploiting Multi-Resolution Information in Temporal Domain.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

PCG-TAL: Progressive Cross-Granularity Cooperation for Temporal Action Localization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Block Proposal Neural Architecture Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Deep Unsupervised Active Learning via Matrix Sketching.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Transformer3D-Det: Improving 3D Object Detection by Vote Refinement.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Sequential Point Cloud Upsampling by Exploiting Multi-Scale Temporal Dependency.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

GeometryMotion-Net: A Strong Two-Stream Baseline for 3D Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Model Compression Using Progressive Channel Pruning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Self-Paced Collaborative and Adversarial Network for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Progressive Cross-Stream Cooperation in Spatial and Temporal Domain for Action Localization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

An End-to-End Learning Framework for Video Compression.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Weakly-Supervised Learning of Category-Specific 3D Object Shapes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Guest Editorial: Special Issue on Deep Learning for Video Analysis and Compression.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

CBANet: Towards Complexity and Bitrate Adaptive Deep Image Compression using a Single Network.

[BibT_eX]

[DOI]

CoRR, 2021

IncreACO: Incrementally Learned Automatic Check-out with Photorealistic Exemplar Augmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

3DVG-Transformer: Relation Modeling for Visual Grounding on Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

StyleFormer: Real-time Arbitrary Style Transfer via Parametric Style Composition.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

STVGBert: A Visual-linguistic Transformer based Framework for Spatio-temporal Video Grounding.

[BibT_eX]

[DOI]

Rui Su

Qian Yu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object Detection.

[BibT_eX]

[DOI]

Weichen Zhang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

VoxelContext-Net: An Octree Based Framework for Point Cloud Compression.

[BibT_eX]

[DOI]

Zizheng Que

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Inception Convolution With Efficient Dilation Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

FVC: A New Framework Towards Deep Video Compression in Feature Space.

[BibT_eX]

[DOI]

Zhihao Hu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Back-Tracing Representative Points for Voting-Based 3D Object Detection in Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Introduction to the Special Issue on Multimodal Machine Learning for Human Behavior Analysis.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2020

Deep Non-Local Kalman Network for Video Compression Artifact Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Show, Tell and Summarize: Dense Video Captioning Using Visual Cue Aided Sentence Summarization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Large Margin Nearest Neighbor Classification With Privileged Information for Biometric Applications.

[BibT_eX]

[DOI]

Jingwen He

IEEE Trans. Circuits Syst. Video Technol., 2020

Synthesizing Supervision for Learning Deep Saliency Network without Human Annotation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

SPFTN: A Joint Learning Framework for Localizing and Segmenting Objects in Weakly Labeled Videos.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Generalized Latent Multi-View Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

A Unified End-to-End Framework for Efficient Deep Image Compression.

[BibT_eX]

[DOI]

CoRR, 2020

Learned image and video compression with deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Content Adaptive and Error Propagation Aware Deep Video Compression.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Improving Deep Video Compression by Resolution-Adaptive Flow Coding.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Multi-Dimensional Pruning: A Unified Framework for Model Compression.

[BibT_eX]

[DOI]

Wanli Ouyang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Channel Pruning Guided by Classification Loss and Feature Importance.

[BibT_eX]

[DOI]

Wanli Ouyang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Collaborative Representation Cascade for Single-Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2019

Learning Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Accelerating Flexible Manifold Embedding for Scalable Semi-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2019

IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Improving Action Localization by Progressive Cross-Stream Cooperation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

DVC: An End-To-End Deep Video Compression Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

An Exemplar-Based Multi-View Domain Generalization Framework for Visual Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Domain Generalization and Adaptation Using Low Rank Exemplar SVMs.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Visual Recognition in RGB Images and Videos by Learning from RGB-D Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Feature Adaptation and Augmentation for Cross-Scene Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

Dividing and Aggregating Network for Multi-view Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Kalman Filtering Network for Video Compression Artifact Reduction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Collaborative and Adversarial Network for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Visual Recognition by Learning From Web Data via Weakly Supervised Domain Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Object-Based Multiple Foreground Segmentation in RGBD Video.

[BibT_eX]

[DOI]

Huazhu Fu

Stephen Lin

IEEE Trans. Image Process., 2017

Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the IEEE International Conference on Computer Vision, 2017

SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Robust Kernel Low-Rank Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Guest Editorial Special Section on Visual Saliency Computing and Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Image Classification by Cross-Media Active Learning With Privileged Information.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Introduction of New Associate Editors.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2016

Co-Labeling for Multi-View Weakly Labeled Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Dimensionality-Dependent Generalization Bounds for <i>k</i>-Dimensional Coding Schemes.

[BibT_eX]

[DOI]

Tongliang Liu

Dacheng Tao

Neural Comput., 2016

Exploiting Privileged Information from Web Data for Action and Event Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2016

Learning Multi-level Deep Representations for Image Emotion Classification.

[BibT_eX]

[DOI]

Tianrong Rao

Min Xu

CoRR, 2016

Dimensionality-Dependent Generalization Bounds for $k$-Dimensional Coding Schemes.

[BibT_eX]

[DOI]

Tongliang Liu

Dacheng Tao

CoRR, 2016

Recommending electricity plans: A data-driven method.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

A Siamese Long Short-Term Memory Architecture for Human Re-identification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Domain Adaptive Fisher Vector for Visual Recognition.

[BibT_eX]

[DOI]

Jianfei Cai

Proceedings of the Computer Vision - ECCV 2016, 2016

Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Fast Algorithms for Linear and Kernel SVM+.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Distance Metric Learning Using Privileged Information for Face Verification and Person Re-Identification.

[BibT_eX]

[DOI]

Xinxing Xu

IEEE Trans. Neural Networks Learn. Syst., 2015

Automatic Face Naming by Learning Discriminative Affinity Matrices From Weakly Labeled Images.

[BibT_eX]

[DOI]

Shijie Xiao

Jianxin Wu

IEEE Trans. Neural Networks Learn. Syst., 2015

Object-Based Multiple Foreground Video Co-Segmentation via Multi-State Selection Graph.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2015

Scalable Nuclear-norm Minimization by Subspace Pursuit Proximal Riemannian Gradient.

[BibT_eX]

[DOI]

CoRR, 2015

Multi-view Domain Generalization for Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

FaLRR: A fast low rank representation solver.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Visual recognition by learning from web data: A weakly supervised domain generalization approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Object-based RGBD image co-segmentation with mutex constraint.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Advances in Multimedia Content Analysis and Signal Processing.

[BibT_eX]

[DOI]

Weisi Lin

Anthony T. S. Ho

J. Signal Process. Syst., 2014

Regularity Preserved Superpixels and Supervoxels.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

Semi-Supervised Heterogeneous Fusion for Multimedia Data Co-Clustering.

[BibT_eX]

[DOI]

Lei Meng

Ah-Hwee Tan

IEEE Trans. Knowl. Data Eng., 2014

Influence Spreading Path and Its Application to the Time Constrained Social Influence Maximization Problem and Beyond.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Spectral Embedded Hashing for Scalable Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Semisupervised Hashing via Kernel Hyperplane Learning for Scalable Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2014

Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Where your photo is taken: Geolocation prediction for social images.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2014

Guest Editor's Introduction to the Special Issue on Domain Adaptation for Vision Applications.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2014

Exploiting Low-Rank Structure from Latent Domains for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Weighted Block-Sparse Low Rank Representation for Face Clustering in Videos.

[BibT_eX]

[DOI]

Shijie Xiao

Mingkui Tan

Proceedings of the Computer Vision - ECCV 2014, 2014

Exploiting Privileged Information from Web Data for Image Categorization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Object-Based Multiple Foreground Video Co-segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Recognizing RGB Images by Learning from RGB-D Data.

[BibT_eX]

[DOI]

Lin Chen

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Soft Margin Multiple Kernel Learning.

[BibT_eX]

[DOI]

Xinxing Xu

IEEE Trans. Neural Networks Learn. Syst., 2013

Editorial A Successful Change From TNN to TNNLS and a Very Successful Year.

[BibT_eX]

[DOI]

Eduardo Bayro-Corrochano

IEEE Trans. Neural Networks Learn. Syst., 2013

Example-Based Super-Resolution With Soft Information and Decision.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

Learning Prototype Hyperplanes for Face Verification in the Wild.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Joint Optimization Toward Effective and Efficient Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Computer vision for RGB-D sensors: Kinect and its applications [special issue intro.].

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Enhanced Computer Vision With Microsoft Kinect Sensor: A Review.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Action Recognition Using Multilevel Features and Latent Structural SVM.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

Adaptive discriminant learning for face recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Research and applications: Automatic glaucoma diagnosis through medical imaging informatics.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2013

Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Semantically-Based Human Scanpath Estimation with HMMs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning by Associating Ambiguously Labeled Images.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Event Recognition in Videos by Learning from Heterogeneous Web Sources.

[BibT_eX]

[DOI]

Lin Chen

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Detection of Sudden Pedestrian Crossings for Driving Assistance Systems.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2012

Initialization Independent Clustering With Actively Self-Training Method.

[BibT_eX]

[DOI]

Xuelong Li

IEEE Trans. Syst. Man Cybern. Part B, 2012

Semi-Supervised Dimension Reduction Using Trace Ratio Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach.

[BibT_eX]

[DOI]

Ivor Wai-Hung Tsang

IEEE Trans. Neural Networks Learn. Syst., 2012

Laplacian Embedded Regression for Scalable Manifold Regularization.

[BibT_eX]

[DOI]

Lin Chen

IEEE Trans. Neural Networks Learn. Syst., 2012

Tag-Based Image Retrieval Improved by Augmented Features and Group-Based Refinement.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Human Gait Recognition Using Patch Distribution Feature and Locality-Constrained Group Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Removing Label Ambiguity in Learning-Based Visual Saliency Estimation.

[BibT_eX]

[DOI]

Jia Li

Wen Gao

IEEE Trans. Image Process., 2012

Histogram Contextualization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Patch Distribution Compatible Semisupervised Dimension Reduction for Face and Human Gait Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2012

Comprehensive Common Spatial Patterns With Temporal Structure Information of EEG Data: Minimizing Nontask Related EEG Component.

[BibT_eX]

[DOI]

Haixian Wang

IEEE Trans. Biomed. Eng., 2012

A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Visual Event Recognition in Videos by Learning from Web Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Domain Transfer Multiple Kernel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Learning with Augmented Features for Heterogeneous Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Machine Learning, 2012

Handling Ambiguity via Input-Output Kernel Learning.

[BibT_eX]

[DOI]

Xinxing Xu

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Time Constrained Influence Maximization in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Co-labeling: A New Multi-view Learning Approach for Ambiguous Problems.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Finding Correspondence from Multiple Images via Sparse and Low-Rank Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Batch mode Adaptive Multiple Instance Learning for computer vision tasks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach.

[BibT_eX]

[DOI]

Shih-Fu Chang

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Operational transformation for dependency conflict resolution in real-time collaborative 3D design systems.

[BibT_eX]

[DOI]

Agustina

Chengzheng Sun

Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

Efficient Discriminative Learning of Class Hierarchy for Many Class Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2011

Introduction to special issue on social media.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2011

Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Improving Web Image Search by Bag-Based Reranking.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Textual Query of Personal Photos Facilitated by Large-Scale Web Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Visual Content Identification and Search.

[BibT_eX]

[DOI]

Jian Lu

Xian-Sheng Hua

IEEE Multim., 2011

Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Copy detection towards semantic mining for video retrieval.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Text-based image retrieval using progressive multi-instance learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Action recognition using context and appearance distribution features.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Side-Information based Linear Discriminant Analysis for Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2011

2010

Image Clustering Using Local Discriminant Models and Global Integration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2010

Near Duplicate Identification With Spatially Aligned Pyramid Matching.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2010

Face and Human Gait Recognition Using Image-to-Class Distance.

[BibT_eX]

[DOI]

Tat-Jen Cham

IEEE Trans. Circuits Syst. Video Technol., 2010

Cross-media retrieval using query dependent search methods.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Understanding multimedia content using web scale social media data.

[BibT_eX]

[DOI]

Lei Zhang

Jiebo Luo

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Regularized Trace Ratio Discriminant Analysis with Patch Distribution Feature for human gait recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Tag-based web photo retrieval improved by batch mode re-tagging.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Semi-Supervised Bilinear Subspace Learning.

[BibT_eX]

[DOI]

Shuicheng Yan

IEEE Trans. Image Process., 2009

Introduction to the special issue on Video-based Object and Event Analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2009

Enhancing Bilinear Subspace Learning by Element Rearrangement.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Introduction to computer vision and image understanding the special issue on video analysis.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2009

Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Ranking with local regression and global alignment for cross media retrieval.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

T-IRS: textual query based image retrieval system for consumer photos.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Using large-scale web data to facilitate textual query based retrieval of consumer photos.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

First ACM SIGMM international workshop onsocial media (WSM'09).

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Spectral Embedded Clustering.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Domain adaptation from multiple sources via auxiliary classifiers.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Domain Transfer SVM for video concept detection.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Gait Components and Their Application to Gender Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2008

Discriminant Locally Linear Embedding With High-Order Tensor Data.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2008

Face Recognition Using Spatially Constrained Earth Mover's Distance.

[BibT_eX]

[DOI]

Shuicheng Yan

Jiebo Luo

IEEE Trans. Image Process., 2008

Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2008

Convergent 2-D Subspace Learning With Null Space Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2008

An Introduction to the Special Issue on Event Analysis in Videos.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2008

Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment.

[BibT_eX]

[DOI]

Shih-Fu Chang

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Near duplicate image identification with patially Aligned Pyramid Matching.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Rank-One Projections With Adaptive Margins for Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2007

Multilinear Discriminant Analysis for Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2007

Face Verification With Balanced Thresholds.

[BibT_eX]

[DOI]

Shuicheng Yan

Xiaoou Tang

IEEE Trans. Image Process., 2007

Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2007

Nonlinear Discriminant Analysis on Embedded Manifold.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2007

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Face Recognition - a Generalized Marginal Fisher Analysis Approach.

[BibT_eX]

[DOI]

Int. J. Image Graph., 2007

Element Rearrangement for Tensor-Based Subspace Learning.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Visual Event Recognition in News Video using Kernel Methods with Multi-Level Temporal Alignment.

[BibT_eX]

[DOI]