Frequency Domain Nuances Mining for Visible-Infrared Person Re-identification

Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition

Visual-Textual Attribute Learning for Class-Incremental Facial Expression Recognition

Relationship-Guided Knowledge Transfer for Class-Incremental Facial Expression Recognition

Joint Relation Modeling and Feature Learning for Class-Incremental Facial Expression Recognition

Spatio-Temporal Self-supervision for Few-Shot Action Recognition

Modality Interference Decoupling and Representation Alignment for Caricature-Visual Face Recognition

Dual-Mode Learning for Multi-Dataset X-Ray Security Image Detection

Spatial-Contextual Discrepancy Information Compensation for GAN Inversion

HC-GCN: hierarchical contrastive graph convolutional network for unsupervised domain adaptation on person re-identification

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

Robust Multiple-Structure Geometric Model Fitting by Preserving Neighborhood Consistency

MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification

Learning an attention-aware parallel sharing network for facial attribute recognition

MTNet: Mutual tri-training network for unsupervised domain adaptation on person re-identification

TCNet: A Novel Triple-Cooperative Network for Video Object Detection

Class-Aware Dual-Supervised Aggregation Network for Video Object Detection

DGRNet: A Dual-Level Graph Relation Network for Video Object Detection

Identity-Aware Contrastive Knowledge Distillation for Facial Attribute Recognition

A Dual-Path Transformer Network for Scene Text Detection

Knowledge Distillation Meets Label Noise Learning: Ambiguity-Guided Mutual Label Refinery

HASI: Hierarchical Attention-Aware Spatio-Temporal Interaction for Video-Based Person Re-Identification

An End-to-End Scene Text Detector with Dynamic Attention

TRL: Transformer based refinement learning for hybrid-supervised semantic segmentation

Dimension-aware attention for efficient mobile networks

DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection

Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression Recognition

Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes

When Sparse Neural Network Meets Label Noise Learning: A Multistage Learning Framework

When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework

Learning meta-adversarial features via multi-stage adaptation network for robust visual object tracking

Drop Loss for Person Attribute Recognition With Imbalanced Noisy-Labeled Samples

FastVOD-Net: A Real-Time and High-Accuracy Video Object Detector

Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes

Adaptive Deep Disturbance-Disentangled Learning for Facial Expression Recognition

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

Co-Clustering on Bipartite Graphs for Robust Model Fitting

DUALFEAT: DUAL FEATURE AGGREGATION FOR VIDEO OBJECT DETECTION

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

Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression Recognition

MSFL-Net: Multi-Semantic Feature Learning Network for Occluded Person Re-Identification

Towards a Unified Middle Modality Learning for Visible-Infrared Person Re-Identification

D3Net: Dual-Branch Disturbance Disentangling Network for Facial Expression Recognition

Hierarchical Representation Via Message Propagation for Robust Model Fitting

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

Static tensile experiment and numerical analysis of laminated CFRP straps

Learning intra-inter semantic aggregation for video object detection

Robust visual tracking via scale-aware localization and peak response strength

Recurrent Context Aggregation Network for Single Image Dehazing

Guest Editorial: Special issue on deep learning with small samples

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

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

A Preference-Statistic-Based Data Representation for Robust Geometric Model Fitting

Multi-scale Generative Adversarial Network for Person Re-identification under Occlusion

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

Robust visual tracking via spatio-temporal adaptive and channel selective correlation filters

Learning Target-Specific Response Attention for Siamese Network Based Visual Tracking

Cholesky Decomposition-Based Metric Learning for Video-Based Human Action Recognition

Deep Multi-Task Multi-Label CNN for Effective Facial Attribute Classification

Robust visual tracking via statistical positive sample generation and gradient aware learning

Learning Object Scale With Click Supervision for Object Detection

A Cascaded Noise-Robust Deep CNN for Face Recognition

Correlation filter tracking with adaptive proposal selection for accurate scale estimation

A fast face detection method via convolutional neural network

Object-adaptive LSTM network for real-time visual tracking with adversarial data augmentation

Joint Deep Learning of Facial Expression Synthesis and Recognition

Hypergraph optimization for multi-structural geometric model fitting

Adaptive deep metric embeddings for person re-identification under occlusions

DSNet: Deep and Shallow Feature Learning for Efficient Visual Tracking

Object-Adaptive LSTM Network for Visual Tracking

Multi-task Learning of Cascaded CNN for Facial Attribute Classification

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

Weighted median-shift on graphs for geometric model fitting

An efficient deep neural networks training framework for robust face recognition

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

Conceptual space based model fitting for multi-structure data

Directional Correlation Filter Bank for Robust Head Pose Estimation and Face Recognition

Robust geometric model fitting based on iterative Hypergraph Construction and Partition

A two-step hypergraph reduction based fitting method for unbalanced data

Multiscale cascaded scene-specific convolutional neural networks for background subtraction

A novel background subtraction method based on ViBe

Adaptive correlation filter tracking with weighted foreground representation

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

A real-time smile elegance detection system: A feature-level fusion and SVM based approach

Evolution-based outlier removal for geometric model fitting

Induced Subgraph Searching for Geometric Model Fitting

Visual saliency detection based on homology similarity and an experimental evaluation

A survey of background modeling based on robust subspace learning via sparse and low-rank matrix decomposition

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

A low-complexity sensor fusion algorithm based on a fiber-optic gyroscope aided camera pose estimation system

Superpixel-Based Two-View Deterministic Fitting for Multiple-Structure Data

Mode seeking on graphs for geometric model fitting via preference analysis

Discriminative local collaborative representation for online object tracking

Efficient guided hypothesis generation for multi-structure epipolar geometry estimation

Quadratic projection based feature extraction with its application to biometric recognition

Robust visual tracking by metric learning with weighted histogram representations

A novel robust model fitting approach towards multiple-structure data segmentation

Robust visual tracking via online semi-supervised co-boosting

Learning hough regression models via bridge partial least squares for object detection

Effective facial expression recognition via the boosted convolutional neural network

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

Structured partial least squares for simultaneous object tracking and segmentation

The state-of-the-art research progress on motion segmentation

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

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

Discriminative filter based regression learning for facial expression recognition

Highly efficient InGaN-LD-pumped bulk Pr:YLF orange laser at 607 nm

Robust modular linear regression based classification for face recognition with occlusion

Robust visual tracking with the cross-bin metric