已发表成果:
WOK 论文 226 篇;中文核心 9 篇;专利发明 8 个;
Knowledge Distillation Meets Label Noise Learning: Ambiguity-Guided Mutual Label Refinery
IMC-Det: Intra-Inter Modality Contrastive Learning for Video Object Detection
Wavelet-domain feature decoupling for weakly supervised multi-object tracking
Unpaired Caricature-Visual Face Recognition via Feature Decomposition-Restoration-Decomposition
Transitive Vision-Language Prompt Learning for Domain Generalization
Dynamically Anchored Prompting for Task-Imbalanced Continual Learning
Spatial-Contextual Discrepancy Information Compensation for GAN Inversion
Federated Learning with Extremely Noisy Clients via Negative Distillation
Combating Label Noise by Uncertainty-Aware Neighborhood Sample Selection
Frequency Domain Nuances Mining for Visible-Infrared Person Re-identification
Explicit State Representation Guided Video-based Pedestrian Attribute Recognition
Visual-Textual Attribute Learning for Class-Incremental Facial Expression Recognition
Relationship-Guided Knowledge Transfer for Class-Incremental Facial Expression Recognition
BI-DIRECTIONAL MOTION ATTENTION WITH CONTRASTIVE LEARNING FOR FEW-SHOT ACTION RECOGNITION
Second-Order Proximity Guided Sampling Consensus for Robust Model Fitting
Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition
Robust Heterogeneous Model Fitting for Multi-source Image Correspondences
Few-Shot Action Recognition via Multi-View Representation Learning
Multi-Stage Network With Geometric Semantic Attention for Two-View Correspondence Learning
An Effective Visible-Infrared Person Re-identification Network Based on?Second-Order Attention and?Mixed Intermediate Modality
Cascaded-Scoring Tracklet Matching for Multi-object Tracking
An Effective Dynamic Reweighting Method for Unbiased Scene Graph Generation
Joint Relation Modeling and Feature Learning for Class-Incremental Facial Expression Recognition
DeCAB: Debiased Semi-supervised Learning for Imbalanced Open-Set Data
Spatio-Temporal Self-supervision for Few-Shot Action Recognition
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Dual-Mode Learning for Multi-Dataset X-Ray Security Image Detection
Spatial-Contextual Discrepancy Information Compensation for GAN Inversion
MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification
SPL-Net: Spatial-Semantic Patch Learning Network for Facial Attribute Recognition with Limited Labeled Data
Efficient sampling using feature matching and variable minimal structure size
PARFormer: Transformer-based Multi-Task Network for Pedestrian Attribute Recognition
Robust Multiple-Structure Geometric Model Fitting by Preserving Neighborhood Consistency
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation
PERSONALIZED FEDERATED LEARNING ON LONG-TAILED DATA VIA ADVERSARIAL FEATURE AUGMENTATION
MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification
Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification
Federated Semi-Supervised Learning with Annotation Heterogeneity
Task-Aware Dual-Representation Network for Few-Shot Action Recognition
Orientation-Aware Pedestrian Attribute Recognition Based on Graph Convolution Network
TCNet: A Novel Triple-Cooperative Network for Video Object Detection
PARFormer: Transformer-Based Multi-Task Network for Pedestrian Attribute Recognition
Class-Aware Dual-Supervised Aggregation Network for Video Object Detection
DGRNet: A Dual-Level Graph Relation Network for Video Object Detection
Multi-Motion Segmentation via Co-Attention-Induced Heterogeneous Model Fitting
Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation
A Dual-Path Transformer Network for Scene Text Detection
ERBNet: An Effective Representation Based Network for Unbiased Scene Graph Generation
Learning to Reconnect Interrupted Trajectories for Weakly Supervised Multi-Object Tracking
Personalized Federated Learning on Long-Tailed Data via Adversarial Feature Augmentation
DQFORMER: Dynamic Query Transformer for Lane Detection
Label-Noise Learning with Intrinsically Long-Tailed Data
An End-to-End Scene Text Detector with Dynamic Attention
TRL: Transformer based refinement learning for hybrid-supervised semantic segmentation
DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection
Combating Noisy-Labeled and Imbalanced Data by Two Stage Bi-Dimensional Sample Selection
Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression Recognition
When Sparse Neural Network Meets Label Noise Learning: A Multistage Learning Framework
Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes
When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework
Drop Loss for Person Attribute Recognition With Imbalanced Noisy-Labeled Samples
FastVOD-Net: A Real-Time and High-Accuracy Video Object Detector
FEDIC: FEDERATED LEARNING ON NON-IID AND LONG-TAILED DATA VIA CALIBRATED DISTILLATION
Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes
Robust optical flow estimation to enhance behavioral research on ants
Adaptive Deep Disturbance-Disentangled Learning for Facial Expression Recognition
Optical flow estimation via weighted guided filtering with non-local steering kernel
TSGB: Target-Selective Gradient Backprop for Probing CNN Visual Saliency
Triplet Relationship Guided Sampling Consensus for Robust Model Estimation
MULTI-FOCUS GUIDED SEMANTIC AGGREGATION FOR VIDEO OBJECT DETECTION
LEARNING CORRELATION FOR ONLINE MULTIPLE OBJECT TRACKING
BOUNDING BOX DISTRIBUTION LEARNING AND CENTER POINT CALIBRATION FOR ROBUST VISUAL TRACKING
A NEW FRAMEWORK FOR MULTIPLE DEEP CORRELATION FILTERS BASED OBJECT TRACKING
Dual Selection Network for Video Object Detection
Siamese Template Diffusion Networks for Robust Visual Tracking
FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation
Co-Clustering on Bipartite Graphs for Robust Model Fitting
Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression Recognition
DUALFEAT: DUAL FEATURE AGGREGATION FOR VIDEO OBJECT DETECTION
VISUAL TEMPO CONTRASTIVE LEARNING FOR FEW-SHOT ACTION RECOGNITION
GUIDED SAMPLING BASED FEATURE AGGREGATION FOR VIDEO OBJECT DETECTION
MDNET: MOTION DISTINCTION NETWORK FOR EFFECTIVE ACTION RECOGNITION
EGNET: A NOVEL EDGE GUIDED NETWORK FOR INSTANCE SEGMENTATION
SCINET: SEMANTIC CUE INFUSION NETWORK FOR LANE DETECTION
MSFL-Net: Multi-Semantic Feature Learning Network for Occluded Person Re-Identification
Embedding Adaptation Network with Transformer for Few-Shot Action Recognition
Multi-Stream Siamese and Faster Region-Based Neural Network for Real-Time Object Tracking
Towards a Unified Middle Modality Learning for Visible-Infrared Person Re-Identification
D3Net: Dual-Branch Disturbance Disentangling Network for Facial Expression Recognition
Semantic-Guided Relation Propagation Network for Few-shot Action Recognition
Hierarchical Representation Via Message Propagation for Robust Model Fitting
Robust optical flow estimation via edge preserving filtering
Deep Correlation Filter Tracking With Shepherded Instance-Aware Proposals
Semantic-Aware Occlusion-Robust Network for Occluded Person Re-Identification
Robust Geometric Model Fitting Based on Nonnegative Matrix Underapproximation with Pruning Techniques for Multi-Structure Data
Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes
Learning intra-inter semantic aggregation for video object detection
Robust visual tracking via scale-aware localization and peak response strength
Single image super-resolution with multi-scale information cross-fusion network
Recurrent Context Aggregation Network for Single Image Dehazing
Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting
Motion Consistency Guided Robust Geometric Model Fitting With Severe Outliers
Joint regularization and low-rank fusion for atmospheric turbulence removal
Small-Vote Sample Selection for Label-Noise Learning
Learning Spatial-Semantic Relationship for Facial Attribute Recognition with Limited Labeled Data
Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition
Temporal Relation based Attentive Prototype Network for Few-shot Action Recognition
SAT: Single-Shot Adversarial Tracker
Dual Semantic Fusion Network for Video Object Detection
Deep Disturbance-Disentangled Learning for Facial Expression Recognition
Accelerated Guided Sampling for Multistructure Model Fitting
Correlation filter tracking with adaptive proposal selection for accurate scale estimation
Multi-scale Generative Adversarial Network for Person Re-identification under Occlusion
A Preference-Statistic-Based Data Representation for Robust Geometric Model Fitting
Efficient Robust Model Fitting for Multistructure Data Using Global Greedy Search
Low-resolution facial expression recognition: A filter learning perspective
Real-time high-performance semantic image segmentation of urban street scenes
Large margin deep embedding for aesthetic image classification
Learning Target-Specific Response Attention for Siamese Network Based Visual Tracking
Deep Multi-Task Multi-Label CNN for Effective Facial Attribute Classification
End-to-end learning of object motion estimation from retinal events for event-based object tracking
Robust visual tracking via spatio-temporal adaptive and channel selective correlation filters
Multi-Stage Feature Pyramid Stereo Network-Based Disparity Estimation Approach for Two to Three-Dimensional Video Conversion
Learning Object Scale With Click Supervision for Object Detection
Asynchronous tracking-by-detection on adaptive time surfaces for event-based object tracking
A Novel Projective-Consistent Plane Based Image Stitching Method
A Cascaded Noise-Robust Deep CNN for Face Recognition
Correlation filter tracking with adaptive proposal selection for accurate scale estimation
Single Image Defogging Based on Illumination Decomposition for Visual Maritime Surveillance
Simple Iterative Clustering on Graphs for Robust Model Fitting
DSNet: Deep and Shallow Feature Learning for Efficient Visual Tracking
A fast face detection method via convolutional neural network
Joint Deep Learning of Facial Expression Synthesis and Recognition
Hypergraph optimization for multi-structural geometric model fitting
Multi-task Learning of Cascaded CNN for Facial Attribute Classification
Object-Adaptive LSTM Network for Visual Tracking
Robust correlation filter tracking with shepherded instance-aware proposals
Multi-label learning based deep transfer neural network for facial attribute classification
Expression-targeted feature learning for effective facial expression recognition
Revisiting graph construction for fast image segmentation
Superpixel-Guided Two-View Deterministic Geometric Model Fitting
Object Discovery via Cohesion Measurement
An efficient deep neural networks training framework for robust face recognition
Weighted median-shift on graphs for geometric model fitting
Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting
Automatic Image Cropping for Visual Aesthetic Enhancement Using Deep Neural Networks and Cascaded Regression
Fast nearest neighbor search based on approximate k-NN graph
Adaptive correlation filter tracking with weighted foreground representation
A novel background subtraction method based on ViBe
Conceptual space based model fitting for multi-structure data
Robust geometric model fitting based on iterative Hypergraph Construction and Partition
Multiscale cascaded scene-specific convolutional neural networks for background subtraction
A two-step hypergraph reduction based fitting method for unbalanced data
Adaptive Appearance Modeling With Point-to-Set Metric Learning for Visual Tracking
Local Co-Occurrence Selection via Partial Least Squares for Pedestrian Detection
A unified hypothesis generation framework for multi-structure model fitting
Sparse similarity metric learning for kinship verification
Message passing on the two-layer network for geometric model fitting
A hierarchical voting scheme for robust geometric model fitting
Induced Subgraph Searching for Geometric Model Fitting
Evolution-based outlier removal for geometric model fitting
Hypergraph modelling for geometric model fitting
Visual saliency detection based on homology similarity and an experimental evaluation
Removing Turbulence Effect via Hybrid Total Variation and Deformation-Guided Kernel Regression
Fast covariant VLAD for image search
A survey of background modeling based on robust subspace learning via sparse and low-rank matrix decomposition
STV2k: A new benchmark for scene text detection and recognition
A comparative study on features for similar image search
Adaptive metric learning with the low rank constraint
Discriminative Weighted Sparse Partial Least Squares for Human Detection
Rapid hypothesis generation by combining residual sorting with local constraints
Mode-seeking on hypergraphs for robust geometric model fitting
Superpixel-Based Two-View Deterministic Fitting for Multiple-Structure Data
Mode seeking on graphs for geometric model fitting via preference analysis
Scene character recognition using PCANet
Efficient guided hypothesis generation for multi-structure epipolar geometry estimation
Quadratic projection based feature extraction with its application to biometric recognition
Affine hull based target representation for visual tracking
Robust visual tracking by metric learning with weighted histogram representations
Learning hough regression models via bridge partial least squares for object detection
Scene character and text recognition: The state-of-the-art
An outlier removal method by statistically analyzing hypotheses for geometric model fitting
Effective facial expression recognition via the boosted convolutional neural network
Hierarchical learning for large-scale image classification via CNN and maximum confidence path
Text localization with hierarchical multiple feature learning
Recent advances on supervised distance metric learning algorithms
Multi-subregion based correlation filter bank for robust face recognition
Efficient semidefinite spectral clustering via lagrange duality
Evaluation of local features and classifiers in BOW model for image classification
Visual tracking via weakly supervised learning from multiple imperfect oracles
Stereo context for robust object tracking
Low rank metric learning via accelerated gradient optimization
Comparative study: Face recognition via the correlation filter technique
An effective unconstrained correlation filter and its kernelization for face recognition
ONLINE STRUCTURED HOUGH FORESTS FOR VISUAL TRACKING
ADAPTIVE SCALE BASED ENTROPY-LIKE ESTIMATOR FOR ROBUST FITTING
Background subtraction driven seeds selection for moving objects segmentation and matting
Weakly-supervised object localization in unlabeled image collection
Non-linear feature fusion based on polynomial correlation filter for face recognition
Robust head pose estimation with a new principal optimal tradeoff filter
Visual saliency detection via homology distribution and color contrast
A novel unconstrained correlation filter and its application in face recognition
AMSAC: An adaptive robust estimator for model fitting
Discriminative filter based regression learning for facial expression recognition
Incremental learning of 3D-DCT compact representations for robust visual tracking
Class-specified segmentation with multi-scale superpixels
Robust modular linear regression based classification for face recognition with occlusion
Visual tracking with spatio-temporal dempster-shafer information fusion
Robust object tracking in crowd dynamic scenes using explicit stereo depth
A System for Video-Based Navigation for Endoscopic Endonasal Skull Base Surgery
UBoost: Boosting with the universum
Simultaneously fitting and segmenting multiple-structure data with outliers
Robust visual tracking with the cross-bin metric
Occlusion handling with 1-regularized sparse reconstruction
Graph mode-based contextual kernels for robust SVM tracking
Research on license plate detection based on salient feature under complex background
基于非负矩阵欠逼近和剪枝技术的多结构几何模型拟合
计算机学报,0254-4164,2021-07-15.深度学习单帧图像超分辨率重建研究综述
厦门大学学报(自然科学版),0438-0479,2021-04-15.基于多尺度生成对抗网络的遮挡行人重识别方法
软件学报,1000-9825,2020-01-14.基于多尺度生成对抗网络的遮挡行人重识别方法
软件学报,1000-9825,2020-01-14.深度学习的目标跟踪算法综述
中国图象图形学报,1006-8961,2019-12-16.基于偏好统计数据表征的鲁棒几何模型拟合方法
计算机学报,0254-4164,2019-12-03.基于深度学习的人脸分析研究进展
厦门大学学报. 自然科学版,0438-0479,2017.基于深度学习的人脸分析研究进展
厦门大学学报(自然科学版),0438-0479,2016-11-08.有监督的距离度量学习算法研究进展
自动化学报,0254-4156,2014-12-15.