Wangmeng Zuo

Orcid: 0000-0002-3330-783X

According to our database1, Wangmeng Zuo authored at least 528 papers between 2004 and 2024.

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Bibliography

2024
DPDFormer: A Coarse-to-Fine Model for Monocular Depth Estimation.
ACM Trans. Multim. Comput. Commun. Appl., May, 2024

A Heterogeneous Group CNN for Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

Learning Depth-Density Priors for Fourier-Based Unpaired Image Restoration.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

R-CCF: region-aware continual contrastive fusion for weakly supervised object detection.
Appl. Intell., March, 2024

A cross Transformer for image denoising.
Inf. Fusion, February, 2024

Invertible network for unpaired low-light image enhancement.
Vis. Comput., January, 2024

Joint learning of motion deblurring and defocus deblurring networks with a real-world dataset.
Neurocomputing, January, 2024

Learning Diverse Tone Styles for Image Retouching.
IEEE Trans. Image Process., 2024

Layer-Specific Knowledge Distillation for Class Incremental Semantic Segmentation.
IEEE Trans. Image Process., 2024

Learning Hierarchical Color Guidance for Depth Map Super-Resolution.
IEEE Trans. Instrum. Meas., 2024

Flexible image denoising model with multi-layer conditional feature modulation.
Pattern Recognit., 2024

A self-supervised network for image denoising and watermark removal.
Neural Networks, 2024

Degraded Structure and Hue Guided Auxiliary Learning for low-light image enhancement.
Knowl. Based Syst., 2024

Corrigendum to "Learning with Noisy Labels Using Collaborative Sample Selection and Contrastive Semi-Supervised Learning" [Knowledge-Based Systems 296 (2024) 111860].
Knowl. Based Syst., 2024

Learning with noisy labels using collaborative sample selection and contrastive semi-supervised learning.
Knowl. Based Syst., 2024

GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection.
CoRR, 2024

DreamPhysics: Learning Physical Properties of Dynamic 3D Gaussians with Video Diffusion Priors.
CoRR, 2024

Improved Generation of Adversarial Examples Against Safety-aligned LLMs.
CoRR, 2024

Two Optimizers Are Better Than One: LLM Catalyst for Enhancing Gradient-Based Optimization.
CoRR, 2024

Variable Substitution and Bilinear Programming for Aligning Partially Overlapping Point Sets.
CoRR, 2024

MasterWeaver: Taming Editability and Identity for Personalized Text-to-Image Generation.
CoRR, 2024

Self-Supervised Learning for Real-World Super-Resolution from Dual and Multiple Zoomed Observations.
CoRR, 2024

MV-VTON: Multi-View Virtual Try-On with Diffusion Models.
CoRR, 2024

IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks.
CoRR, 2024

NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results.
CoRR, 2024

NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset.
CoRR, 2024

TBSN: Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising.
CoRR, 2024

SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions.
CoRR, 2024

Responsible Visual Editing.
CoRR, 2024

MC<sup>2</sup>: Multi-concept Guidance for Customized Multi-concept Generation.
CoRR, 2024

Dual-Camera Smooth Zoom on Mobile Phones.
CoRR, 2024

ShoeModel: Learning to Wear on the User-specified Shoes via Diffusion Model.
CoRR, 2024

Self-Supervised Video Desmoking for Laparoscopic Surgery.
CoRR, 2024

A self-supervised CNN for image watermark removal.
CoRR, 2024

VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models.
CoRR, 2024

Towards Real-World Stickers Use: A New Dataset for Multi-Tag Sticker Recognition.
CoRR, 2024

PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis.
CoRR, 2024

ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer.
CoRR, 2024

A Heterogeneous Dynamic Convolutional Neural Network for Image Super-resolution.
CoRR, 2024

SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models.
CoRR, 2024

A Comprehensive Survey on 3D Content Generation.
CoRR, 2024

Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning.
CoRR, 2024

Bracketing is All You Need: Unifying Image Restoration and Enhancement Tasks with Multi-Exposure Images.
CoRR, 2024

VQ-FONT: Few-Shot Font Generation with Structure-Aware Enhancement and Quantization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Learning Real-World Image De-weathering with Imperfect Supervision.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Decoupled Textual Embeddings for Customized Image Generation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Towards a Deeper Understanding of Global Covariance Pooling in Deep Learning: An Optimization Perspective.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Towards Learning Multi-Domain Crowd Counting.
IEEE Trans. Circuits Syst. Video Technol., November, 2023

Relative order constraint for monocular depth estimation.
Appl. Intell., November, 2023

Fully Cascade Consistency Learning for One-Stage Object Detection.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

Hybrid trilinear and bilinear programming for aligning partially overlapping point sets.
Neurocomputing, September, 2023

Localization Distillation for Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Two-stage single image reflection removal with reflection-aware guidance.
Appl. Intell., August, 2023

Uncertainty-Aware Graph-Guided Weakly Supervised Object Detection.
IEEE Trans. Circuits Syst. Video Technol., July, 2023

ThumbDet: One thumbnail image is enough for object detection.
Pattern Recognit., June, 2023

Learning Dual Memory Dictionaries for Blind Face Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Survey on leveraging pre-trained generative adversarial networks for image editing and restoration.
Sci. China Inf. Sci., May, 2023

Delayed rectification of discriminative correlation filters for visual tracking.
Vis. Comput., April, 2023

On better detecting and leveraging noisy samples for learning with severe label noise.
Pattern Recognit., April, 2023

Learning Context-Based Nonlocal Entropy Modeling for Image Compression.
IEEE Trans. Neural Networks Learn. Syst., March, 2023

An Intermediate-Level Attack Framework on the Basis of Linear Regression.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Uncertainty-guided hierarchical frequency domain Transformer for image restoration.
Knowl. Based Syst., March, 2023

Infrared Small and Dim Target Detection With Transformer Under Complex Backgrounds.
IEEE Trans. Image Process., 2023

Human Co-Parsing Guided Alignment for Occluded Person Re-Identification.
IEEE Trans. Image Process., 2023

VirFace<sup>∞</sup>: A Semi-Supervised Method for Enhancing Face Recognition via Unlabeled Shallow Data.
IEEE Trans. Inf. Forensics Secur., 2023

Multi-stage image denoising with the wavelet transform.
Pattern Recognit., 2023

Progressive convolutional transformer for image restoration.
Eng. Appl. Artif. Intell., 2023

Improving Image Restoration through Removing Degradations in Textual Representations.
CoRR, 2023

FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models.
CoRR, 2023

VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering.
CoRR, 2023

DreamControl: Control-Based Text-to-3D Generation with 3D Self-Prior.
CoRR, 2023

Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly.
CoRR, 2023

Myriad: Large Multimodal Model by Applying Vision Experts for Industrial Anomaly Detection.
CoRR, 2023

DualAug: Exploiting Additional Heavy Augmentation with OOD Data Rejection.
CoRR, 2023

Rethinking the BERT-like Pretraining for DNA Sequences.
CoRR, 2023

Sentence-level Prompts Benefit Composed Image Retrieval.
CoRR, 2023

Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic Scenes.
CoRR, 2023

TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields.
CoRR, 2023

Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition.
CoRR, 2023

Aggregating Long-term Sharp Features via Hybrid Transformers for Video Deblurring.
CoRR, 2023

Cross-Consistent Deep Unfolding Network for Adaptive All-In-One Video Restoration.
CoRR, 2023

Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models.
CoRR, 2023

UniM<sup>2</sup>AE: Multi-modal Masked Autoencoders with Unified 3D Representation for 3D Perception in Autonomous Driving.
CoRR, 2023

Rethinking Client Drift in Federated Learning: A Logit Perspective.
CoRR, 2023

Towards Instance-adaptive Inference for Federated Learning.
CoRR, 2023

Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning.
CoRR, 2023

Data-free Black-box Attack based on Diffusion Model.
CoRR, 2023

Improving Transferability of Adversarial Examples via Bayesian Attacks.
CoRR, 2023

DRM-IR: Task-Adaptive Deep Unfolding Network for All-In-One Image Restoration.
CoRR, 2023

Inferring and Leveraging Parts from Object Shape for Improving Semantic Image Synthesis.
CoRR, 2023

ControlVideo: Training-free Controllable Text-to-Video Generation.
CoRR, 2023

Improving Adversarial Transferability by Intermediate-level Perturbation Decay.
CoRR, 2023

Associating Spatially-Consistent Grouping with Text-supervised Semantic Segmentation.
CoRR, 2023

Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising.
CoRR, 2023

Towards Universal Vision-language Omni-supervised Segmentation.
CoRR, 2023

Misalignment Insensitive Perceptual Metric for Full Reference Image Quality Assessment.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

RBSR: Efficient and Flexible Recurrent Network for Burst Super-Resolution.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Improving Adversarial Transferability via Intermediate-level Perturbation Decay.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ImaginaryNet: Learning Object Detectors without Real Images and Annotations.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Squeeze Training for Adversarial Robustness.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Making Substitute Models More Bayesian Can Enhance Transferability of Adversarial Examples.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

LPT: Long-tailed Prompt Tuning for Image Classification.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Self-supervised Learning to Bring Dual Reversed Rolling Shutter Images Alive.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-Training.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Instance-adaptive Inference for Federated Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Benchmark Dataset and Effective Inter-Frame Alignment for Real-World Video Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Joint Video Multi-Frame Interpolation and Deblurring under Unknown Exposure Time.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NÜWA-LIP: Language-guided Image Inpainting with Defect-free VQGAN.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Texts as Images in Prompt Tuning for Multi-Label Image Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning Federated Visual Prompt in Null Space for MRI Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning Generative Structure Prior for Blind Text Image Super-resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Inferring and Leveraging Parts from Object Shape for Improving Semantic Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning Single Image Defocus Deblurring with Misaligned Training Pairs.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Symmetry-Aware Transformer-Based Mirror Detection.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Robust 3D reconstruction from uncalibrated small motion clips.
Vis. Comput., 2022

Asymmetric CNN for Image Superresolution.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Crowd Counting Via Perspective-Guided Fractional-Dilation Convolution.
IEEE Trans. Multim., 2022

AL-Net: Attention Learning Network Based on Multi-Task Learning for Cervical Nucleus Segmentation.
IEEE J. Biomed. Health Informatics, 2022

CrabNet: Fully Task-Specific Feature Learning for One-Stage Object Detection.
IEEE Trans. Image Process., 2022

Deepfake Forensics via an Adversarial Game.
IEEE Trans. Image Process., 2022

Delving Deeper Into Pixel Prior for Box-Supervised Semantic Segmentation.
IEEE Trans. Image Process., 2022

Learning a Prototype Discriminator With RBF for Multimodal Image Synthesis.
IEEE Trans. Image Process., 2022

Efficient Pyramidal GAN for Versatile Missing Data Reconstruction in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation.
IEEE Trans. Cybern., 2022

Dual-Pyramidal Image Inpainting With Dynamic Normalization.
IEEE Trans. Circuits Syst. Video Technol., 2022

Local Patch Network With Global Attention for Infrared Small Target Detection.
IEEE Trans. Aerosp. Electron. Syst., 2022

An Improved Normed-Deformable Convolution for Crowd Counting.
IEEE Signal Process. Lett., 2022

Plug-and-Play Image Restoration With Deep Denoiser Prior.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Deep Cognitive Gate: Resembling Human Cognition for Saliency Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Image super-resolution with an enhanced group convolutional neural network.
Neural Networks, 2022

CSHE: network pruning by using cluster similarity and matrix eigenvalues.
Int. J. Mach. Learn. Cybern., 2022

Network pruning via probing the importance of filters.
Int. J. Mach. Learn. Cybern., 2022

Robust deep ensemble method for real-world image denoising.
Neurocomputing, 2022

Position-Aware Contrastive Alignment for Referring Image Segmentation.
CoRR, 2022

Two-Stream Networks for Object Segmentation in Videos.
CoRR, 2022

Collaborative Adversarial Training.
CoRR, 2022

Generative Adversarial Networks for Image Super-Resolution: A Survey.
CoRR, 2022

Learning Dual-Pixel Alignment for Defocus Deblurring.
CoRR, 2022

Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization Perspective.
CoRR, 2022

On Steering Multi-Annotations per Sample for Multi-Task Learning.
CoRR, 2022

NÜWA-LIP: Language Guided Image Inpainting with Defect-free VQGAN.
CoRR, 2022

Structure-PoseNet for identification of dense dynamic displacement and three-dimensional poses of structures using a monocular camera.
Comput. Aided Civ. Infrastructure Eng., 2022

Towards Class Interpretable Vision Transformer with Multi-Class-Tokens.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Self-Supervised Image Restoration with Blurry and Noisy Pairs.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Hierarchical Dynamics with Spatial Adjacency for Image Enhancement.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Self-supervised Learning and Adaptation for Single Image Dehazing.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Sain: Similarity-Aware Video Frame Interpolation.
Proceedings of the IEEE International Conference on Acoustics, 2022

Self-supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations.
Proceedings of the Computer Vision - ECCV 2022, 2022

Adversarial Contrastive Learning via Asymmetric InfoNCE.
Proceedings of the Computer Vision - ECCV 2022, 2022


MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-Ahead Forward Ones.
Proceedings of the Computer Vision - ECCV 2022, 2022

From Face to Natural Image: Learning Real Degradation for Blind Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2022, 2022

W2N: Switching from Weak Supervision to Noisy Supervision for Object Detection.
Proceedings of the Computer Vision - ECCV 2022, 2022


Self-Promoted Supervision for Few-Shot Transformer.
Proceedings of the Computer Vision - ECCV 2022, 2022


Localization Distillation for Dense Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022



Retrieval-based Spatially Adaptive Normalization for Semantic Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Semantic-shape Adaptive Feature Modulation for Semantic Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Incorporating Semi-Supervised and Positive-Unlabeled Learning for Boosting Full Reference Image Quality Assessment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022


2021
Coarse-to-Fine CNN for Image Super-Resolution.
IEEE Trans. Multim., 2021

Uncertainty Guided Multi-Scale Attention Network for Raindrop Removal From a Single Image.
IEEE Trans. Image Process., 2021

Deep Likelihood Network for Image Restoration With Multiple Degradation Levels.
IEEE Trans. Image Process., 2021

Semi-Supervised Face Frontalization in the Wild.
IEEE Trans. Inf. Forensics Secur., 2021

Scaled Simplex Representation for Subspace Clustering.
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

Multi-scale structural kernel representation for object detection.
Pattern Recognit., 2021

Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Simultaneous Fidelity and Regularization Learning for Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Learning Content-Weighted Deep Image Compression.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Designing and training of a dual CNN for image denoising.
Knowl. Based Syst., 2021

IIT-GAT: Instance-level image transformation via unsupervised generative attention networks with disentangled representations.
Knowl. Based Syst., 2021

Target attack on biomedical image segmentation model based on multi-scale gradients.
Inf. Sci., 2021

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

Infrared Small-Dim Target Detection with Transformer under Complex Backgrounds.
CoRR, 2021

Image Inpainting with Edge-guided Learnable Bidirectional Attention Maps.
CoRR, 2021

Learning Scalable $\ell_\infty$-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression.
CoRR, 2021

Asymmetric CNN for image super-resolution.
CoRR, 2021

Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser.
CoRR, 2021

Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation.
CoRR, 2021

Localization Distillation for Object Detection.
CoRR, 2021

Self Sparse Generative Adversarial Networks.
CoRR, 2021

Hybrid Trilinear and Bilinear Programming for Aligning Partially Overlapping Point Sets.
CoRR, 2021

A Polyhedral Annexation Algorithm for Aligning Partially Overlapping Point Sets.
IEEE Access, 2021

Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Bringing Events into Video Deblurring with Non-consecutively Blurry Frames.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning Semantic Person Image Generation by Region-Adaptive Normalization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

VirFace: Enhancing Face Recognition via Unlabeled Shallow Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Scalable lY=-Constrained Near-Lossless Image Compression via Joint Lossy Image and Residual Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Deep Fusion Feature Representation Learning With Hard Mining Center-Triplet Loss for Person Re-Identification.
IEEE Trans. Multim., 2020

A Co-Prediction-Based Compression Scheme for Correlated Images.
IEEE Trans. Multim., 2020

Weighted and Class-Specific Maximum Mean Discrepancy for Unsupervised Domain Adaptation.
IEEE Trans. Multim., 2020

Accurate Transmission Estimation for Removing Haze and Noise From a Single Image.
IEEE Trans. Image Process., 2020

Class-Specific Reconstruction Transfer Learning for Visual Recognition Across Domains.
IEEE Trans. Image Process., 2020

Single Image Deraining Using Bilateral Recurrent Network.
IEEE Trans. Image Process., 2020

Confidence-Based Large-Scale Dense Multi-View Stereo.
IEEE Trans. Image Process., 2020

Remove Cosine Window From Correlation Filter-Based Visual Trackers: When and How.
IEEE Trans. Image Process., 2020

Efficient and Effective Context-Based Convolutional Entropy Modeling for Image Compression.
IEEE Trans. Image Process., 2020

Learning Symmetry Consistent Deep CNNs for Face Completion.
IEEE Trans. Image Process., 2020

Dark and Bright Channel Prior Embedded Network for Dynamic Scene Deblurring.
IEEE Trans. Image Process., 2020

Blind Quality Assessment for Cartoon Images.
IEEE Trans. Circuits Syst. Video Technol., 2020

Face attribute editing based on generative adversarial networks.
Signal Image Video Process., 2020

Similarity learning with joint transfer constraints for person re-identification.
Pattern Recognit., 2020

Learned Dynamic Guidance for Depth Image Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Image denoising using deep CNN with batch renormalization.
Neural Networks, 2020

Attention-guided CNN for image denoising.
Neural Networks, 2020

Deep learning on image denoising: An overview.
Neural Networks, 2020

Unsupervised image-to-image translation using intra-domain reconstruction loss.
Int. J. Mach. Learn. Cybern., 2020

Lightweight image super-resolution with enhanced CNN.
Knowl. Based Syst., 2020

Multi-scale generative adversarial inpainting network based on cross-layer attention transfer mechanism.
Knowl. Based Syst., 2020

Learning second-order statistics for place recognition based on robust covariance estimation of CNN features.
Neurocomputing, 2020

Learning cascaded convolutional networks for blind single image super-resolution.
Neurocomputing, 2020

AIM 2020 Challenge on Learned Image Signal Processing Pipeline.
CoRR, 2020

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

Discriminative Segmentation Tracking Using Dual Memory Banks.
CoRR, 2020

Aligning Partially Overlapping Point Sets: an Inner Approximation Algorithm.
CoRR, 2020

Flexible Image Denoising with Multi-layer Conditional Feature Modulation.
CoRR, 2020

Learning Context-Based Non-local Entropy Modeling for Image Compression.
CoRR, 2020

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results.
CoRR, 2020

Cross-Scale Internal Graph Neural Network for Image Super-Resolution.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

BS-MCVR: Binary-sensing based Mobile-cloud Visual Recognition.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Deep Concept-wise Temporal Convolutional Networks for Action Localization.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Unpaired Learning of Deep Image Denoising.
Proceedings of the Computer Vision - ECCV 2020, 2020

Component Divide-and-Conquer for Real-World Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Flow-Based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision.
Proceedings of the Computer Vision - ECCV 2020, 2020


Deep Plug-and-Play Video Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Deep Adaptive Inference Networks for Single Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Blind Face Restoration via Deep Multi-scale Component Dictionaries.
Proceedings of the Computer Vision - ECCV 2020, 2020


Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

What Deep CNNs Benefit From Global Covariance Pooling: An Optimization Perspective.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Neural Blind Deconvolution Using Deep Priors.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020


Human Centric Visual Analysis with Deep Learning
Springer, ISBN: 978-981-13-2386-7, 2020

2019
Guest Editorial Special Issue on Discriminative Learning for Model Optimization and Statistical Inference.
IEEE Trans. Neural Networks Learn. Syst., 2019

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

Face Frontalization Using an Appearance-Flow-Based Convolutional Neural Network.
IEEE Trans. Image Process., 2019

Weighted Graph Embedding-Based Metric Learning for Kinship Verification.
IEEE Trans. Image Process., 2019

AttGAN: Facial Attribute Editing by Only Changing What You Want.
IEEE Trans. Image Process., 2019

Deep Reconstruction of Least Significant Bits for Bit-Depth Expansion.
IEEE Trans. Image Process., 2019

Image restoration using spatially variant hyper-Laplacian prior.
Signal Image Video Process., 2019

Learning Support Correlation Filters for Visual Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Hierarchical Scene Parsing by Weakly Supervised Learning with Image Descriptions.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Visual Tracking via Dynamic Graph Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Learning Distance Metric for Support Vector Machine: A Multiple Kernel Learning Approach.
Neural Process. Lett., 2019

Joint learning of Siamese network with top-down modulation and hard example mining for visual tracking.
J. Electronic Imaging, 2019

Robust Deep Softmax Regression Against Label Noise for Unsupervised Domain Adaptation.
Int. J. Pattern Recognit. Artif. Intell., 2019

Data Augmentation for Object Detection via Progressive and Selective Instance-Switching.
CoRR, 2019

Deep Likelihood Network for Image Restoration with Multiple Degradations.
CoRR, 2019

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels.
CoRR, 2019

Extreme Channel Prior Embedded Network for Dynamic Scene Deblurring.
CoRR, 2019

Uncertainty-optimized deep learning model for small-scale person re-identification.
Sci. China Inf. Sci., 2019

Real-Time Direct Monocular SLAM With Learning-Based Confidence Estimation.
IEEE Access, 2019

Multi-Object Grasping Detection With Hierarchical Feature Fusion.
IEEE Access, 2019

Multi-Level Wavelet Convolutional Neural Networks.
IEEE Access, 2019

Spatio-Temporal Filter Adaptive Network for Video Deblurring.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Perspective-Guided Convolution Networks for Crowd Counting.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Image Inpainting With Learnable Bidirectional Attention Maps.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

DAVANet: Stereo Deblurring With View Aggregation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Global Generalized Gaussian Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Progressive Image Deraining Networks: A Better and Simpler Baseline.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019


Toward Convolutional Blind Denoising of Real Photographs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Blind Super-Resolution With Iterative Kernel Correction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019



STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
F-SVM: Combination of Feature Transformation and SVM Learning via Convex Relaxation.
IEEE Trans. Neural Networks Learn. Syst., 2018

FFDNet: Toward a Fast and Flexible Solution for CNN-Based Image Denoising.
IEEE Trans. Image Process., 2018

Partial Deconvolution With Inaccurate Blur Kernel.
IEEE Trans. Image Process., 2018

LATE: A Level-Set Method Based on Local Approximation of Taylor Expansion for Segmenting Intensity Inhomogeneous Images.
IEEE Trans. Image Process., 2018

End-to-End Blind Image Quality Assessment Using Deep Neural Networks.
IEEE Trans. Image Process., 2018

Image to Video Person Re-Identification by Learning Heterogeneous Dictionary Pair With Feature Projection Matrix.
IEEE Trans. Inf. Forensics Secur., 2018

Guest Editorial Introduction to the Special Issue on Large Scale and Nonlinear Similarity Learning for Intelligent Video Analysis.
IEEE Trans. Circuits Syst. Video Technol., 2018

Multi-Views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images.
IEEE Trans. Biomed. Eng., 2018

Robust Online Matrix Factorization for Dynamic Background Subtraction.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Active Self-Paced Learning for Cost-Effective and Progressive Face Identification.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Metric Learning with Dynamically Generated Pairwise Constraints for Ear Recognition.
Inf., 2018

Deep vanishing component analysis network for pattern classification.
Neurocomputing, 2018

Learning pairwise SVM on hierarchical deep features for ear recognition.
IET Biom., 2018

L-SVM: A radius-margin-based SVM algorithm with LogDet regularization.
Expert Syst. Appl., 2018

Learning Symmetry Consistent Deep CNNs for Face Completion.
CoRR, 2018

Model Inconsistent but Correlated Noise: Multi-view Subspace Learning with Regularized Mixture of Gaussians.
CoRR, 2018

Convolutional Neural Networks based Intra Prediction for HEVC.
CoRR, 2018

Unsupervised/Semi-supervised Deep Learning for Low-dose CT Enhancement.
CoRR, 2018

Metric Learning with Dynamically Generated Pairwise Constraints for Ear Recognition.
CoRR, 2018

Efficient Trimmed Convolutional Arithmetic Encoding for Lossless Image Compression.
CoRR, 2018

A Reference Resource Based End-to-End Image Compression Scheme.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Semantic Image Inpainting with Progressive Generative Networks.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Learning Siamese Network with Top-Down Modulation for Visual Tracking.
Proceedings of the Intelligence Science and Big Data Engineering, 2018

JPEG Image Super-Resolution via Deep Residual Network.
Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

Learning LogDet Divergence for Ear Recognition.
Proceedings of the 2018 2nd International Conference on Biometric Engineering and Applications, 2018

Discriminative Local Feature Fusion for Ear Recognition Problem.
Proceedings of the 8th International Conference on Bioscience, 2018

Joint Representation and Truncated Inference Learning for Correlation Filter Based Tracking.
Proceedings of the Computer Vision - ECCV 2018, 2018

Shift-Net: Image Inpainting via Deep Feature Rearrangement.
Proceedings of the Computer Vision - ECCV 2018, 2018

PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-Modalities.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Warped Guidance for Blind Face Restoration.
Proceedings of the Computer Vision - ECCV 2018, 2018

The Sixth Visual Object Tracking VOT2018 Challenge Results.
, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Weakly-Supervised Video Summarization Using Variational Encoder-Decoder and Web Prior.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Deep Cocktail Network: Multi-Source Unsupervised Domain Adaptation With Category Shift.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Multi-Scale Location-Aware Kernel Representation for Object Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

VITAL: VIsual Tracking via Adversarial Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Generative Adversarial Learning Towards Fast Weakly Supervised Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Multi-Level Wavelet-CNN for Image Restoration.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Learning Convolutional Networks for Content-Weighted Image Compression.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Identity Preserving Face Completion for Large Ocular Region Occlusion.
Proceedings of the British Machine Vision Conference 2018, 2018

Learning a Wavelet-Like Auto-Encoder to Accelerate Deep Neural Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Computational Pulse Signal Analysis
Springer, ISBN: 978-981-10-4043-6, 2018

2017
Distance Metric Learning via Iterated Support Vector Machines.
IEEE Trans. Image Process., 2017

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising.
IEEE Trans. Image Process., 2017

Palmprint Recognition Based on Complete Direction Representation.
IEEE Trans. Image Process., 2017

Image Restoration: From Sparse and Low-Rank Priors to Deep Priors [Lecture Notes].
IEEE Signal Process. Mag., 2017

Subspace clustering guided unsupervised feature selection.
Pattern Recognit., 2017

Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Non-convex regularized self-representation for unsupervised feature selection.
Image Vis. Comput., 2017

Joint distance and similarity measure learning based on triplet-based constraints.
Inf. Sci., 2017

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision.
Int. J. Comput. Vis., 2017

Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks.
CoRR, 2017

Arbitrary Facial Attribute Editing: Only Change What You Want.
CoRR, 2017

Visual Tracking via Learning Dynamic Patch-based Graph Representation.
CoRR, 2017

Scene Parsing by Weakly Supervised Learning with Image Descriptions.
CoRR, 2017

Unsupervised Domain Adaptation with Robust Deep Logistic Regression.
Proceedings of the Image and Video Technology - 8th Pacific-Rim Symposium, 2017

GCP-SLAM: LSD-SLAM with Learning-Based Confidence Estimation.
Proceedings of the Image and Video Technology - 8th Pacific-Rim Symposium, 2017

Discriminant Tensor Dictionary Learning with Neighbor Uncorrelation for Image Set Based Classification.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Lp-TV model for structure extraction with end-to-end contour learning.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Consistent Iterative Multi-view Transfer Learning for Person Re-identification.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Class-Specific Reconstruction Transfer Learning via Sparse Low-Rank Constraint.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Integrating Boundary and Center Correlation Filters for Visual Tracking with Aspect Ratio Variation.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

From Face Recognition to Kinship Verification: An Adaptation Approach.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Is Second-Order Information Helpful for Large-Scale Visual Recognition?
Proceedings of the IEEE International Conference on Computer Vision, 2017

Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Ear verification based on a novel local feature extraction.
Proceedings of the 2017 International Conference on Biometrics Engineering and Application, 2017

An End-to-End Compression Framework Based on Convolutional Neural Networks.
Proceedings of the 2017 Data Compression Conference, 2017

Convolutional Neural Networks Based Intra Prediction for HEVC.
Proceedings of the 2017 Data Compression Conference, 2017

Learning Deep CNN Denoiser Prior for Image Restoration.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017


Learning Dynamic Guidance for Depth Image Enhancement.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Multiset Feature Learning for Highly Imbalanced Data Classification.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Learning Patch-Based Dynamic Graph for Visual Tracking.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Learning pairwise SVM on deep features for ear recognition.
Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

2016
Comparison of Three Different Types of Wrist Pulse Signals by Their Physical Meanings and Diagnosis Performance.
IEEE J. Biomed. Health Informatics, 2016

Learning Iteration-wise Generalized Shrinkage-Thresholding Operators for Blind Deconvolution.
IEEE Trans. Image Process., 2016

LSDT: Latent Sparse Domain Transfer Learning for Visual Adaptation.
IEEE Trans. Image Process., 2016

Weighted Schatten p-Norm Minimization for Image Denoising and Background Subtraction.
IEEE Trans. Image Process., 2016

Image Deblurring via Enhanced Low-Rank Prior.
IEEE Trans. Image Process., 2016

Detail-Preserving and Content-Aware Variational Multi-View Stereo Reconstruction.
IEEE Trans. Image Process., 2016

An Approach to Streaming Video Segmentation With Sub-Optimal Low-Rank Decomposition.
IEEE Trans. Image Process., 2016

Detection-Free Multiobject Tracking by Reconfigurable Inference With Bundle Representations.
IEEE Trans. Cybern., 2016

Joint Learning of Multiple Regressors for Single Image Super-Resolution.
IEEE Signal Process. Lett., 2016

Towards effective codebookless model for image classification.
Pattern Recognit., 2016

Compositional models and Structured learning for visual recognition.
Pattern Recognit., 2016

Smart computing for large scale visual data sensing and processing.
Neurocomputing, 2016

Structured detail enhancement for cross-modality face synthesis.
Neurocomputing, 2016

Bayesian non-parametric gradient histogram estimation for texture-enhanced image deblurring.
Neurocomputing, 2016

A Deep Structured Model with Radius-Margin Bound for 3D Human Activity Recognition.
Int. J. Comput. Vis., 2016

A novel geometric feature extraction method for ear recognition.
Expert Syst. Appl., 2016

Efficient non-uniform deblurring based on generalized additive convolution model.
EURASIP J. Adv. Signal Process., 2016

Deep Identity-aware Transfer of Facial Attributes.
CoRR, 2016

Convolutional Network for Attribute-driven and Identity-preserving Human Face Generation.
CoRR, 2016

A Self-Representation Induced Classifier.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

The Solution Path Algorithm for Identity-Aware Multi-object Tracking.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Joint Learning of Single-Image and Cross-Image Representations for Person Re-identification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

RAID-G: Robust Estimation of Approximate Infinite Dimensional Gaussian with Application to Material Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep Structured Scene Parsing by Learning with Image Descriptions.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Probabilistic Collaborative Representation Based Approach for Pattern Classification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning-Based Weighted Total Variation for Structure Preserving Texture Removal.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Joint Learning of Distance Metric and Kernel Classifier via Multiple Kernel Learning.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

The Effect of Quantization Setting for Image Denoising Methods: An Empirical Study.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Coupled Dictionary Learning for Unsupervised Feature Selection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Two-Stream Contextualized CNN for Fine-Grained Image Classification.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Medical Biometrics - Computerized TCM Data Analysis
WorldScientific / Higher Educatioin Press, ISBN: 9789814397261, 2016

Discriminative Learning in Biometrics
Springer, ISBN: 978-981-10-2056-8, 2016

2015
L<sub>1</sub>-Norm Low-Rank Matrix Factorization by Variational Bayesian Method.
IEEE Trans. Neural Networks Learn. Syst., 2015

A Kernel Classification Framework for Metric Learning.
IEEE Trans. Neural Networks Learn. Syst., 2015

Bit-Scalable Deep Hashing With Regularized Similarity Learning for Image Retrieval and Person Re-Identification.
IEEE Trans. Image Process., 2015

Scene Text Deblurring Using Text-Specific Multiscale Dictionaries.
IEEE Trans. Image Process., 2015

Unsupervised feature selection by regularized self-representation.
Pattern Recognit., 2015

基于加权核范数最小化的矩阵填充模型 (Weighted Nuclear Norm Minimization Model for Matrix Completion).
计算机科学, 2015

Multiview stereo and silhouette fusion via minimizing generalized reprojection error.
Image Vis. Comput., 2015

Kernel sparse representation for time series classification.
Inf. Sci., 2015

Fast total-variation based image restoration based on derivative alternated direction optimization methods.
Neurocomputing, 2015

Iterated Support Vector Machines for Distance Metric Learning.
CoRR, 2015

F-SVM: Combination of Feature Transformation and SVM Learning via Convex Relaxation.
CoRR, 2015

Revisiting Single Image Super-Resolution Under Internet Environment: Blur Kernels and Reconstruction Algorithms.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Non-convex Regularized Self-representation for Unsupervised Feature Selection.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

Modeling the individuality of iris pattern and the effectiveness of inconsistent bit masking strategy.
Proceedings of the IEEE International Conference on Identity, 2015

Metric Learning with Relative Distance Constraints: A Modified SVM Approach.
Proceedings of the Intelligent Computation in Big Data Era, 2015

Radius-margin based support vector machine with LogDet regularizaron.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

A Generalized Additive Convolution Model for Efficient Deblurring of Camera Shaken Image.
Proceedings of the Image and Graphics - 8th International Conference, 2015

Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Convolutional Sparse Coding for Image Super-Resolution.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Discriminative learning of iteration-wise priors for blind deconvolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

SOLD: Sub-optimal low-rank decomposition for efficient video segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Fusion Visualization for Cardiac Anatomical and Ischemic Models with Depth Weighted Optic Radiation Function.
Proceedings of the Computing in Cardiology, 2015

Class Relatedness Oriented Discriminative Dictionary Learning.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

Detail-Enhanced Cross-Modality Face Synthesis via Guided Image Filtering.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

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

Gradient Histogram Estimation and Preservation for Texture Enhanced Image Denoising.
IEEE Trans. Image Process., 2014

A Compound Pressure Signal Acquisition System for Multichannel Wrist Pulse Signal Analysis.
IEEE Trans. Instrum. Meas., 2014

Image Set-Based Collaborative Representation for Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2014

Depth from Defocus Based on Geometric Constraints.
J. Comput., 2014

G-Heart: A GPU-based System for Electrophysiological Simulation and Multi-modality Cardiac Visualization.
J. Comput., 2014

Multi-granularity distance metric learning via neighborhood granule margin maximization.
Inf. Sci., 2014

Consistency analysis on orientation features for fast and accurate palmprint identification.
Inf. Sci., 2014

An additive convolution model for fast restoration of nonuniform blurred images.
Int. J. Comput. Math., 2014

Fast neighbourhood component analysis with spatially smooth regulariser for robust noisy face recognition.
IET Biom., 2014

On the Optimal Solution of Weighted Nuclear Norm Minimization.
CoRR, 2014

Deep Joint Task Learning for Generic Object Extraction.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Projective dictionary pair learning for pattern classification.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

3D Human Activity Recognition with Reconfigurable Convolutional Neural Networks.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Wrist Pulse Diagnosis Using Complex Network.
Proceedings of the 2014 International Conference on Medical Biometrics, Shenzhen, Guangdong, China, May 30, 2014

Interactive Tongue Body Segmentation.
Proceedings of the 2014 International Conference on Medical Biometrics, Shenzhen, Guangdong, China, May 30, 2014

Robust Principal Component Analysis with Complex Noise.
Proceedings of the 31th International Conference on Machine Learning, 2014

Shrinkage Expansion Adaptive Metric Learning.
Proceedings of the Computer Vision - ECCV 2014, 2014

Support Vector Guided Dictionary Learning.
Proceedings of the Computer Vision - ECCV 2014, 2014

Weighted Nuclear Norm Minimization with Application to Image Denoising.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Fast Augmented Lagrangian Method for Image Smoothing with Hyper-Laplacian Gradient Prior.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

2013
Iris-Based Medical Analysis by Geometric Deformation Features.
IEEE J. Biomed. Health Informatics, 2013

Fast gradient vector flow computation based on augmented Lagrangian method.
Pattern Recognit. Lett., 2013

Prediction of protein secondary structure using large margin nearest neighbour classification.
Int. J. Bioinform. Res. Appl., 2013

Fast marching over the 2D Gabor magnitude domain for tongue body segmentation.
EURASIP J. Adv. Signal Process., 2013

A Derivative Augmented Lagrangian Method for Fast Total Variation Based Image Restoration.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Adaptive Regularization Parameters and Norm Selection for Sparse Gradient Based Image Restoration.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Automated Tongue Segmentation Based on 2D Gabor Filters and Fast Marching.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding.
Proceedings of the IEEE International Conference on Computer Vision, 2013

From Point to Set: Extend the Learning of Distance Metrics.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Log-Euclidean Kernels for Sparse Representation and Dictionary Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Anthropometric body measurements based on multi-view stereo image reconstruction.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Texture Enhanced Image Denoising via Gradient Histogram Preservation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

A comparison of three types of pulse signals: Physical meaning and diagnosis performance.
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

2012
Combination of Heterogeneous Features for Wrist Pulse Blood Flow Signal Diagnosis via Multiple Kernel Learning.
IEEE Trans. Inf. Technol. Biomed., 2012

Neighborhood Component Feature Selection for High-Dimensional Data.
J. Comput., 2012

Fast neighborhood component analysis.
Neurocomputing, 2012

Supervised sparse representation method with a heuristic strategy and face recognition experiments.
Neurocomputing, 2012

A Comparative Study of Palmprint Recognition Algorithms.
ACM Comput. Surv., 2012

3D Reconstruction for Internal Organs Based on Improved Gray-Coded Structured Light.
Proceedings of the Information Technology Convergence, Secure and Trust Computing, and Data Management, 2012

Face Recognition Using Fast Neighborhood Component Analysis with Spatially Smooth Regularizer.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Multiscale Sample Entropy Analysis of Wrist Pulse Blood Flow Signal for Disease Diagnosis.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Fast Restoration of Nonuniform Blurred Images.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Gabor Feature-Based Fast Neighborhood Component Analysis for Face Recognition.
Proceedings of the Intelligent Computing Theories and Applications, 2012

Finger-Knuckle-Print Recognition Using Local Orientation Feature Based on Steerable Filter.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012

GPU-based fusion method for 3D electrophysiological data visualization.
Proceedings of the International Conference on Computerized Healthcare, 2012

A cell counting method for BEVS based on nonlinear Transformed Sliding Band Filter.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

An Algorithm Based on Augmented Lagrangian Method for Generalized Gradient Vector Flow Computation.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Design and implementation of a multi-channel pulse signal acquisition system.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011
Palmprint Recognition.
Proceedings of the Encyclopedia of Cryptography and Security, 2nd Ed., 2011

A Generalized Accelerated Proximal Gradient Approach for Total-Variation-Based Image Restoration.
IEEE Trans. Image Process., 2011

Fast palmprint identification with multiple templates per subject.
Pattern Recognit. Lett., 2011

Empirical study of light source selection for palmprint recognition.
Pattern Recognit. Lett., 2011

On accurate orientation extraction and appropriate distance measure for low-resolution palmprint recognition.
Pattern Recognit., 2011

Online joint palmprint and palmvein verification.
Expert Syst. Appl., 2011

Depth from Defocus via Discriminative Metric Learning.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

An augmented Lagrangian method for fast gradient vector flow computation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Adaptive Weighted Fusion of Local Kernel Classifiers for Effective Pattern Classification.
Proceedings of the Advanced Intelligent Computing - 7th International Conference, 2011

Strategy of Statistics-Based Visualization for Segmented 3D Cardiac Volume Data Set.
Proceedings of the Advanced Intelligent Computing - 7th International Conference, 2011

Effective transfer function for interactive visualization and multivariate volume data.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

2010
An Online System of Multispectral Palmprint Verification.
IEEE Trans. Instrum. Meas., 2010

Post-processed LDA for face and palmprint recognition: What is the rationale.
Signal Process., 2010

A unified distance measurement for orientation coding in palmprint verification.
Neurocomputing, 2010

Classification of Pulse Waveforms Using Edit Distance with Real Penalty.
EURASIP J. Adv. Signal Process., 2010

Pulse Waveform Classification Using ERP-Based Difference-Weighted KNN Classifier.
Proceedings of the Medical Biometrics, Second International Conference, 2010

Classification of Wrist Pulse Blood Flow Signal Using Time Warp Edit Distance.
Proceedings of the Medical Biometrics, Second International Conference, 2010

Time Series Classification Using Support Vector Machine with Gaussian Elastic Metric Kernel.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Gaussian ERP Kernel Classifier for Pulse Waveforms Classification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Distinguishing Patients with Gastritis and Cholecystitis from the Healthy by Analyzing Wrist Radial Arterial Doppler Blood Flow Signals.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Nearest Hit-Misses Component Analysis for Supervised Metric Learning.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

ICP registration using principal line and orientation features for palmprint alignment.
Proceedings of the International Conference on Image Processing, 2010

The multiscale competitive code via sparse representation for palmprint verification.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Palmprint verification using binary orientation co-occurrence vector.
Pattern Recognit. Lett., 2009

Orientation selection using modified FCM for competitive code-based palmprint recognition.
Pattern Recognit., 2009

Spatially Smooth Subspace Face Recognition Using LOG and DOG Penalties.
Proceedings of the Advances in Neural Networks, 2009

Palmprint verification using consistent orientation coding.
Proceedings of the International Conference on Image Processing, 2009

Mathematical Models of the Purkinje Fibre Cell and Simulations.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008
On kernel difference-weighted <i>k</i>-nearest neighbor classification.
Pattern Anal. Appl., 2008

Multiscale competitive code for efficient palmprint recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

FCM-based orientation selection for competitive coding-based palmprint recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A performance evaluation of filter design and coding schemes for palmprint recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Biomedical Image Processing: A Cross-Discipline Course for Undergraduate Computer Science and Technology Major.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007
Combination of two novel LDA-based methods for face recognition.
Neurocomputing, 2007

Computational Intelligence-Based Biometric Technologies.
IEEE Comput. Intell. Mag., 2007

Iteratively Reweighted Fitting for Reduced Multivariate Polynomial Model.
Proceedings of the Advances in Neural Networks, 2007

Kernel Difference-Weighted k-Nearest Neighbors Classification.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007

Informative Gene Selection and Tumor Classification by Null Space LDA for Microarray Data.
Proceedings of the Combinatorics, 2007

Theoretical Investigation on Post-Processed LDA for Face and Palmprint Recognition.
Proceedings of the Computational Intelligence and Security, International Conference, 2007

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

Bidirectional PCA with assembled matrix distance metric for image recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2006

An assembled matrix distance metric for 2DPCA-based image recognition.
Pattern Recognit. Lett., 2006

A snake-based approach to automated segmentation of tongue image using polar edge detector.
Int. J. Imaging Syst. Technol., 2006

Robust Recognition of Noisy and Partially Occluded Faces Using Iteratively Reweighted Fitting of Eigenfaces.
Proceedings of the Advances in Multimedia Information Processing, 2006

Improvement on Null Space LDA for Face Recognition: A Symmetry Consideration.
Proceedings of the Advances in Biometrics, International Conference, 2006

2005
Bi-directional PCA with assembled matrix distance metric.
Proceedings of the 2005 International Conference on Image Processing, 2005

Post-processing on LDA's Discriminant Vectors for Facial Feature Extraction.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

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

2004
Combination of polar edge detection and active contour model for automated tongue segmentation.
Proceedings of the Third International Conference on Image and Graphics, 2004


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