International Journal of Computer Vision

Article	Citations
Knowledge Distillation: A Survey	1385
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-Time Semantic Segmentation	819
FairMOT: On the Fairness of Detection and Re-identification in Multiple Object Tracking	796
Learning to Prompt for Vision-Language Models	667
Beyond Brightening Low-light Images	392
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation	304
SDNet: A Versatile Squeeze-and-Decomposition Network for Real-Time Image Fusion	250
Human Action Recognition and Prediction: A Survey	224
The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection	208
Attention Guided Low-Light Image Enhancement with a Large Scale Low-Light Simulation Dataset	168
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking	165
Benchmarking Low-Light Image Enhancement and Beyond	153
CLIP-Adapter: Better Vision-Language Models with Feature Adapters	150
OCNet: Object Context for Semantic Segmentation	149
Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100	146
Deep Image Deblurring: A Survey	146
You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network	142
EfficientPS: Efficient Panoptic Segmentation	142
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection	140
Unsupervised Scale-Consistent Depth Learning from Video	126
Comparison of Full-Reference Image Quality Models for Optimization of Image Processing Systems	115
Curriculum Learning: A Survey	112
Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis	97
On the Arbitrary-Oriented Object Detection: Classification Based Approaches Revisited	93
Unified Quality Assessment of in-the-Wild Videos with Mixed Datasets Training	86

ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond	85
Explainability of Deep Vision-Based Autonomous Driving Systems: Review and Challenges	83
3D-FUTURE: 3D Furniture Shape with TextURE	81
VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance Change	75
Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild	74
GhostNets on Heterogeneous Devices via Cheap Operations	74
Reference Pose Generation for Long-term Visual Localization via Learned Features and View Synthesis	73
Context Autoencoder for Self-supervised Representation Learning	73
Learning Adaptive Attribute-Driven Representation for Real-Time RGB-T Tracking	72
AutoScale: Learning to Scale for Crowd Counting	69
Vis-MVSNet: Visibility-Aware Multi-view Stereo Network	66
Structure-Measure: A New Way to Evaluate Foreground Maps	66
3D Object Detection for Autonomous Driving: A Comprehensive Survey	64
Countering Malicious DeepFakes: Survey, Battleground, and Horizon	60
A Survey on Long-Tailed Visual Recognition	59
Scale-Aware Domain Adaptive Faster R-CNN	56
Bridging Composite and Real: Towards End-to-End Deep Image Matting	55
Adaptive Channel Selection for Robust Visual Object Tracking with Discriminative Correlation Filters	55
Synthetic Humans for Action Recognition from Unseen Viewpoints	55
Occluded Video Instance Segmentation: A Benchmark	54
Twin Contrastive Learning for Online Clustering	53
Low-light Image Enhancement via Breaking Down the Darkness	52
An Exploration of Embodied Visual Exploration	52
AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild	52
Towards High Performance Human Keypoint Detection	51
A Comprehensive Benchmark Analysis of Single Image Deraining: Current Challenges and Future Perspectives	49
Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization	49
The Fishyscapes Benchmark: Measuring Blind Spots in Semantic Segmentation	48
Compositional Convolutional Neural Networks: A Robust and Interpretable Model for Object Recognition Under Occlusion	47
Multi-level Motion Attention for Human Motion Prediction	46
SensatUrban: Learning Semantics from Urban-Scale Photogrammetric Point Clouds	46
NormAttention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention	45
Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization	44
Underwater Camera: Improving Visual Perception Via Adaptive Dark Pixel Prior and Color Correction	42
3D Semantic Scene Completion: A Survey	42
Viewpoint and Scale Consistency Reinforcement for UAV Vehicle Re-Identification	41
Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning	40
Semantic Edge Detection with Diverse Deep Supervision	40
Deep Nets: What have They Ever Done for Vision?	40
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation	39
Quo Vadis, Skeleton Action Recognition?	38
Multi-Modal 3D Object Detection in Autonomous Driving: A Survey	38
Successive Graph Convolutional Network for Image De-raining	38
Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer	38
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild	37
Learning Self-supervised Low-Rank Network for Single-Stage Weakly and Semi-supervised Semantic Segmentation	37
Continuous 3D Multi-Channel Sign Language Production via Progressive Transformers and Mixture Density Networks	36
Pyramid Attention Network for Image Restoration	36
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction	35
Learning to Reconstruct HDR Images from Events, with Applications to Depth and Flow Prediction	35

SportsCap: Monocular 3D Human Motion Capture and Fine-Grained Understanding in Challenging Sports Videos	34
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior	34
PhysFormer++: Facial Video-Based Physiological Measurement with SlowFast Temporal Difference Transformer	34
Polysemy Deciphering Network for Robust Human–Object Interaction Detection	33
Manhattan Room Layout Reconstruction from a Single $$360^{\circ }$$ Image: A Comparative Study of State-of-the-Art Methods	33
Mimetics: Towards Understanding Human Actions Out of Context	33
RePCD-Net: Feature-Aware Recurrent Point Cloud Denoising Network	33
Semantics-to-Signal Scalable Image Compression with Learned Revertible Representations	32
Memory-Augmented Deep Unfolding Network for Guided Image Super-resolution	32
Zero-Shot Learning on 3D Point Cloud Objects and Beyond	31
Dual Convolutional Neural Networks for Low-Level Vision	31
Parallel Single-Pixel Imaging: A General Method for Direct–Global Separation and 3D Shape Reconstruction Under Strong Global Illumination	29
LAMP-HQ: A Large-Scale Multi-pose High-Quality Database and Benchmark for NIR-VIS Face Recognition	29
Selective Wavelet Attention Learning for Single Image Deraining	29
Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling	28
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model	27
RIConv++: Effective Rotation Invariant Convolutions for 3D Point Clouds Deep Learning	27
A Coarse-to-Fine Framework for Resource Efficient Video Recognition	27
Unsupervised Domain Adaptation with Background Shift Mitigating for Person Re-Identification	27
Exploiting Diffusion Prior for Real-World Image Super-Resolution	27
Joint Classification and Regression for Visual Tracking with Fully Convolutional Siamese Networks	27
REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets	26
Distribution-Sensitive Information Retention for Accurate Binary Neural Network	26
On Measuring and Controlling the Spectral Bias of the Deep Image Prior	26
Separating Content from Style Using Adversarial Learning for Recognizing Text in the Wild	26
A Survey on Intrinsic Images: Delving Deep into Lambert and Beyond	26
SODA: Weakly Supervised Temporal Action Localization Based on Astute Background Response and Self-Distillation Learning	25
Intra-Camera Supervised Person Re-Identification	25
Revisiting Consistency Regularization for Semi-Supervised Learning	24
Generalized Out-of-Distribution Detection: A Survey	24
SRT3D: A Sparse Region-Based 3D Object Tracking Approach for the Real World	24
Dual-Attention-Guided Network for Ghost-Free High Dynamic Range Imaging	24
Spatial–Temporal Relation Reasoning for Action Prediction in Videos	23
Learning Deep Patch representation for Probabilistic Graphical Model-Based Face Sketch Synthesis	23
EAN: Event Adaptive Network for Enhanced Action Recognition	23
Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection	23
Few-Shot Segmentation via Divide-and-Conquer Proxies	22
Delving into Inter-Image Invariance for Unsupervised Visual Representations	22
Adaptive Deep Disturbance-Disentangled Learning for Facial Expression Recognition	22
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation	22
Artificial Intelligence for Dunhuang Cultural Heritage Protection: The Project and the Dataset	22
Evaluation Metrics for Conditional Image Generation	22
Pre-Training Without Natural Images	22
Delving Deeper into Anti-Aliasing in ConvNets	22
Attribute Prototype Network for Any-Shot Learning	21
OASIS: Only Adversarial Supervision for Semantic Image Synthesis	21
Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior	20
One-Shot Object Affordance Detection in the Wild	20
Context-Enhanced Representation Learning for Single Image Deraining	20
Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision	20
DeMoCap: Low-Cost Marker-Based Motion Capture	20
Visual Object Tracking in First Person Vision	20
Towards Balanced Learning for Instance Recognition	20
Cascaded Split-and-Aggregate Learning with Feature Recombination for Pedestrian Attribute Recognition	20
A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection	19
Learning to Detect Instance-Level Salient Objects Using Complementary Image Labels	19
Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions	19
Enhanced 3D Human Pose Estimation from Videos by Using Attention-Based Neural Network with Dilated Convolutions	19
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection	18
Real-World Video Deblurring: A Benchmark Dataset and an Efficient Recurrent Neural Network	17
Vote-Based 3D Object Detection with Context Modeling and SOB-3DNMS	17
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval	17
ShadingNet: Image Intrinsics by Fine-Grained Shading Decomposition	17
Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing	17
I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-Shaped Scene Text Detection	17
Class-Difficulty Based Methods for Long-Tailed Visual Recognition	17
Guided Attention in CNNs for Occluded Pedestrian Detection and Re-identification	17
A Comprehensive Survey on Test-Time Adaptation Under Distribution Shifts	16
DLOW: Domain Flow and Applications	16
H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning	16
Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors	16
Label-Free Robustness Estimation of Object Detection CNNs for Autonomous Driving Applications	16
CDTD: A Large-Scale Cross-Domain Benchmark for Instance-Level Image-to-Image Translation and Domain Adaptive Object Detection	16
AutoDet: Pyramid Network Architecture Search for Object Detection	16
Learning Regression and Verification Networks for Robust Long-term Tracking	16
Deep Bingham Networks: Dealing with Uncertainty and Ambiguity in Pose Estimation	16
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation	16
Delving into Calibrated Depth for Accurate RGB-D Salient Object Detection	15
Spatial Monitoring and Insect Behavioural Analysis Using Computer Vision for Precision Pollination	15
Semi-supervised Visual Tracking of Marine Animals Using Autonomous Underwater Vehicles	15

Domain-Specific Bias Filtering for Single Labeled Domain Generalization	15
DESC: Domain Adaptation for Depth Estimation via Semantic Consistency	15
Sparse Black-Box Video Attack with Reinforcement Learning	15
CDistNet: Perceiving Multi-domain Character Distance for Robust Text Recognition	15
Learning to Adapt to Light	15
Disentangled Inference for GANs With Latently Invertible Autoencoder	15
Multi-Object Tracking and Segmentation Via Neural Message Passing	15
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion	15
Deep Unfolding for Snapshot Compressive Imaging	15
Incremental Rotation Averaging	14
Investigating the Role of Image Retrieval for Visual Localization	14
NAS-FCOS: Efficient Search for Object Detection Architectures	14
Object Priors for Classifying and Localizing Unseen Actions	14
Facial Kinship Verification: A Comprehensive Review and Outlook	14
CRCNet: Few-Shot Segmentation with Cross-Reference and Region–Global Conditional Networks	14
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation	13
SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis	13
Visual Structure Constraint for Transductive Zero-Shot Learning in the Wild	13
HiEve: A Large-Scale Benchmark for Human-Centric Video Analysis in Complex Events	13
Open-Set Adversarial Defense with Clean-Adversarial Mutual Learning	13
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement	13
DOVE: Learning Deformable 3D Objects by Watching Videos	13
Adversarial Learning Domain-Invariant Conditional Features for Robust Face Anti-spoofing	13
Guided Hyperspectral Image Denoising with Realistic Data	13
CNN-Based RGB-D Salient Object Detection: Learn, Select, and Fuse	13
A Benchmark and Evaluation of Non-Rigid Structure from Motion	13
Semantic Contrastive Embedding for Generalized Zero-Shot Learning	13
Spectral Shape Recovery and Analysis Via Data-driven Connections	13
DDPNAS: Efficient Neural Architecture Search via Dynamic Distribution Pruning	13
A Numerical Framework for Elastic Surface Matching, Comparison, and Interpolation	13
Surgical Tool Datasets for Machine Learning Research: A Survey	13
Consensus-Based Optimization for 3D Human Pose Estimation in Camera Coordinates	13
Adaptive Deep PnP Algorithm for Video Snapshot Compressive Imaging	13
Instance Segmentation in the Dark	12
Deep Maximum a Posterior Estimator for Video Denoising	12
AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation	12
Scene Reconstruction with Functional Objects for Robot Autonomy	12
Multi-target Knowledge Distillation via Student Self-reflection	12
Accurate Fine-Grained Object Recognition with Structure-Driven Relation Graph Networks	12
Elastic Shape Analysis of Surfaces with Second-Order Sobolev Metrics: A Comprehensive Numerical Framework	12
Saliency Detection Inspired by Topological Perception Theory	12
Full-Spectrum Out-of-Distribution Detection	12
ACTNET: End-to-End Learning of Feature Activations and Multi-stream Aggregation for Effective Instance Image Retrieval	11
Adaptive Dimension-Discriminative Low-Rank Tensor Recovery for Computational Hyperspectral Imaging	11
Context and Structure Mining Network for Video Object Detection	11
Invertible Rescaling Network and Its Extensions	11
Learning Scene Dynamics from Point Cloud Sequences	11
Letter-Level Online Writer Identification	11
Joint Bilateral-Resolution Identity Modeling for Cross-Resolution Person Re-Identification	11
Action2video: Generating Videos of Human 3D Actions	11
Learning Contrastive Representation for Semantic Correspondence	11
Rectified Binary Convolutional Networks with Generative Adversarial Learning	11
Meta Attention-Generation Network for Cross-Granularity Few-Shot Learning	11
Hierarchical Visual-Textual Knowledge Distillation for Life-Long Correlation Learning	11
Wide-Angle Image Rectification: A Survey	10
Through Hawks’ Eyes: Synthetically Reconstructing the Visual Field of a Bird in Flight	10
Just Recognizable Distortion for Machine Vision Oriented Image and Video Coding	10
Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition	10
Learning 3D Semantic Scene Graphs with Instance Embeddings	10
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network	10
Inferring Bias and Uncertainty in Camera Calibration	10
Deep Trajectory Post-Processing and Position Projection for Single & Multiple Camera Multiple Object Tracking	10
Object-Based Visual Camera Pose Estimation From Ellipsoidal Model and 3D-Aware Ellipse Prediction	10
Excitation Dropout: Encouraging Plasticity in Deep Neural Networks	10
Unsupervised Multi-View CNN for Salient View Selection and 3D Interest Point Detection	10
3D Scene Reconstruction with an Un-calibrated Light Field Camera	10
Pluralistic Free-Form Image Completion	10
A CNN Based Approach for the Point-Light Photometric Stereo Problem	10