International Journal of Computer Vision

Article	Citations
Learning with Enriched Inductive Biases for Vision-Language Models	1107
Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation	1013
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective	994
Image Synthesis Under Limited Data: A Survey and Taxonomy	360
Dual-Space Video Person Re-identification	318
LMD: Light-Weight Prediction Quality Estimation for Object Detection in Lidar Point Clouds	294
Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation	212
Robust Deep Object Tracking against Adversarial Attacks	203
Lidar Panoptic Segmentation in an Open World	197
Breaking the Limits of Reliable Prediction via Generated Data	193
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	177
RMS-FlowNet++: Efficient and Robust Multi-scale Scene Flow Estimation for Large-Scale Point Clouds	167
Temporal Transductive Inference for Few-Shot Video Object Segmentation	147
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	138
Editor’s Note: Special Issue on BMVC 2021	127
Computer Vision and Pattern Recognition 2020	120
Deep CockTail Networks	118
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	115
Editor’s Note: Special Issue on Computer Vision and Cultural Heritage Preservation	102
Towards Boosting Out-of-Distribution Detection from a Spatial Feature Importance Perspective	100
Guest Editorial: Special Issue on Open-World Visual Recognition	98
An Efficient Model for a Camera Behind a Parallel Refractive Slab	96
Guest Editorial: Special Issue on Performance Evaluation in Computer Vision	95
Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising Network	91
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	90

RepSNet: A Nucleus Instance Segmentation Model Based on Boundary Regression and Structural Re-Parameterization	90
LDTrack: Dynamic People Tracking by Service Robots Using Diffusion Models	89
HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning	87
LR-ASD: Lightweight and Robust Network for Active Speaker Detection	85
End-to-End Video Text Spotting with Transformer	82
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction	80
Correction: Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks	78
NormAttention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention	78
Renormalization for Initialization of Rolling Shutter Visual-Inertial Odometry	77
CMSNet: Deep Color and Monochrome Stereo	72
Dynamic Context Removal: A General Training Strategy for Robust Models on Video Action Predictive Tasks	71
Importance First: Generating Scene Graph of Human Interest	71
4D Temporally Coherent Multi-Person Semantic Reconstruction and Segmentation	69
Building 3D Generative Models from Minimal Data	69
Cross-Domain Gated Learning for Domain Generalization	63
Dual-Attention-Guided Network for Ghost-Free High Dynamic Range Imaging	63
Adapting Across Domains via Target-Oriented Transferable Semantic Augmentation Under Prototype Constraint	60
A Cutting-Plane Method for Sublabel-Accurate Relaxation of Problems with Product Label Spaces	59
Robots Understanding Contextual Information in Human-Centered Environments Using Weakly Supervised Mask Data Distillation	58
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval	56
Learnable Depth-Sensitive Attention for Deep RGB-D Saliency Detection with Multi-modal Fusion Architecture Search	55
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	55
RELAX: Representation Learning Explainability	54
Correction to: Deep Unpaired Blind Image Super-Resolution Using Self-supervised Learning and Exemplar Distillation	54
CSDG-FAS: Closed-Space Domain Generalization for Face Anti-spoofing	50
Spectral Shape Recovery and Analysis Via Data-driven Connections	50
FD-GAN: Generalizable and Robust Forgery Detection via Generative Adversarial Networks	49
Delving into Inter-Image Invariance for Unsupervised Visual Representations	49
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	47
Fast and Accurate 3D Registration from Line Intersection Constraints	46
Disentangling Geometric Deformation Spaces in Generative Latent Shape Models	46
Task Bias in Contrastive Vision-Language Models	45
Learning Dynamic Prototypes for Visual Pattern Debiasing	44
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	43
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	43
A Survey of Methods for Automated Quality Control Based on Images	42
Automatic Modelling for Interactive Action Assessment	42
Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer	42
MMoT: Mixture-of-Modality-Tokens Transformer for Composed Multimodal Conditional Image Synthesis	41
Deep Corner	40
Super Vision Transformer	39
WATCHER: Wavelet-Guided Texture-Content Hierarchical Relation Learning for Deepfake Detection	39
Semantic-Aware Visual Decomposition for Image Coding	38
A Minimal Solution for Image-Based Sphere Estimation	38
Perspective-1-Ellipsoid: Formulation, Analysis and Solutions of the Camera Pose Estimation Problem from One Ellipse-Ellipsoid Correspondence	37
Visually-Guided Audio Spatialization in Video with Geometry-Aware Multi-task Learning	35
ToTem NRSfM: Object-Wise Non-rigid Structure-from-Motion with a Topological Template	35
Incremental Model Enhancement via Memory-based Contrastive Learning	34
Combating Label Noise with a General Surrogate Model for Sample Selection	34
Instance-Aware Scene Layout Forecasting	34

Rethinking Out-of-Distribution Detection From a Human-Centric Perspective	33
CAE-GReaT: Convolutional-Auxiliary Efficient Graph Reasoning Transformer for Dense Image Predictions	33
M-RRFS: A Memory-Based Robust Region Feature Synthesizer for Zero-Shot Object Detection	32
Efficient High-Quality Vectorized Modeling of Large-Scale Scenes	32
PL$${}_{1}$$P: Point-Line Minimal Problems under Partial Visibility in Three Views	32
PosMLP-Video: Spatial and Temporal Relative Position Encoding for Efficient Video Recognition	31
InfoPro: Locally Supervised Deep Learning by Maximizing Information Propagation	31
A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking	31
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	30
MoDA: Modeling Deformable 3D Objects from Casual Videos	30
Dynamical Deep Generative Latent Modeling of 3D Skeletal Motion	29
Toward Accurate and Robust Pedestrian Detection via Variational Inference	29
DOVE: Learning Deformable 3D Objects by Watching Videos	29
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	29
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation	28
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	28
Recurrent Graph Neural Networks for Video Instance Segmentation	28
Are Vision Transformers Robust to Spurious Correlations?	27
Instance-dependent Label Distribution Estimation for Learning with Label Noise	27
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	27
CG-FAS: Cross-label Generative Augmentation for Face Anti-Spoofing	26
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	26
Semantics-to-Signal Scalable Image Compression with Learned Revertible Representations	26
Learning to Detect Novel Species with SAM in the Wild	26
Deep Attention Learning for Pre-operative Lymph Node Metastasis Prediction in Pancreatic Cancer via Multi-object Relationship Modeling	26
Local Compressed Video Stream Learning for Generic Event Boundary Detection	26
Polysemy Deciphering Network for Robust Human–Object Interaction Detection	26
Physical Representation Learning and Parameter Identification from Video Using Differentiable Physics	25
Re-ID-leak: Membership Inference Attacks Against Person Re-identification	25
Language-Guided Hierarchical Fine-Grained Image Forgery Detection and Localization	25
On Finite Difference Jacobian Computation in Deformable Image  Registration	24
From Individual to Whole: Reducing Intra-class Variance by Feature Aggregation	24
The Isowarp: The Template-Based Visual Geometry of Isometric Surfaces	24
Network Adjustment: Channel and Block Search Guided by Resource Utilization Ratio	24
UrbanEvolver: Function-Aware Urban Layout Regeneration	23
Self-supervised Secondary Landmark Detection via 3D Representation Learning	23
A Survey on Adaptive Cameras	23
Inferring Attention Shifts for Salient Instance Ranking	23
An Empirical Study on Multi-domain Robust Semantic Segmentation	22
Correction: Automatic Generation of 3D Scene Animation Based on Dynamic Knowledge Graphs and Contextual Encoding	22
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation	22
Language-Aware Soft Prompting: Text-to-Text Optimization for Few- and Zero-Shot Adaptation of V &L Models	22
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	22
Correction: Instant3D: Instant Text-to-3D Generation	22
PIDray: A Large-Scale X-ray Benchmark for Real-World Prohibited Item Detection	22
Guest Editorial: Special Issue on Multimodal Learning	22
Eliminating Temporal Illumination Variations in Whisk-broom Hyperspectral Imaging	21
Not All Pixels are Equal: Learning Pixel Hardness for Semantic Segmentation	21
Expressive Image Generation and Editing with Rich Text	21
Exemplar-Free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation	21
Artificial Intelligence for Dunhuang Cultural Heritage Protection: The Project and the Dataset	21
Visual Object Tracking in First Person Vision	21
Conditional Temporal Variational AutoEncoder for Action Video Prediction	20
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior	20
Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature Mimicking	20
Correlation Information Bottleneck: Towards Adapting Pretrained Multimodal Models for Robust Visual Question Answering	19
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms	19
RIConv++: Effective Rotation Invariant Convolutions for 3D Point Clouds Deep Learning	19
Preconditioned Score-Based Generative Models	19
SegViT v2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers	19
Camouflaged Object Detection with Adaptive Partition and Background Retrieval	19
Deep Unfolding for Snapshot Compressive Imaging	19
Blind Image Quality Assessment: Exploring Content Fidelity Perceptibility via Quality Adversarial Learning	19
Focus for Free in Density-Based Counting	19
Multi-Modal 3D Object Detection in Autonomous Driving: A Survey	18
Invertible Rescaling Network and Its Extensions	18
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation	18
ScenarioDiff: Text-to-video Generation with Dynamic Transformations of Scene Conditions	18
Underwater Camera: Improving Visual Perception Via Adaptive Dark Pixel Prior and Color Correction	18
Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark	18
Contextual Object Detection with Multimodal Large Language Models	18
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	18
Curriculum Learning: A Survey	17
Semi-Supervised and Long-Tailed Object Detection with CascadeMatch	17
Pyramid Attention Network for Image Restoration	17
On the Generalization and Causal Explanation in Self-Supervised Learning	17
Correction: Multi-source-free Domain Adaptive Object Detection	17
Regional Adversarial Training for Better Robust Generalization	17
Unsupervised Scale-Consistent Depth Learning from Video	17
End-to-End Alternating Optimization for Real-World Blind Super Resolution	17

Deep Image Deblurring: A Survey	17
Learning Text-to-Video Retrieval from Image Captioning	17
Advancing Weakly-Supervised Audio-Visual Video Parsing via Segment-Wise Pseudo Labeling	16
Interpreting Face Inference Models Using Hierarchical Network Dissection	16
Delving Deeper into Anti-Aliasing in ConvNets	16
Hierarchical Curriculum Learning for No-Reference Image Quality Assessment	16
APPTracker+: Displacement Uncertainty for Occlusion Handling in Low-Frame-Rate Multiple Object Tracking	16
Learning to Adapt to Light	16
Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors	16
Attribute-Centric Compositional Text-to-Image Generation	16
EAN: Event Adaptive Network for Enhanced Action Recognition	16
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	16
Deep Physics-Guided Unrolling Generalization for Compressed Sensing	16
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes	16
Guest Editorial: Special Issue on Deep Learning for Video Analysis and Compression	15
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	15
Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal Data	15
SportsCap: Monocular 3D Human Motion Capture and Fine-Grained Understanding in Challenging Sports Videos	15
Editor’s Note: Special Issue on 3D Computer Vision	15
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	15
Guest Editorial: Special Issue on Traditional Computer Vision in the Age of Deep Learning	15
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-modal Manipulation	14
Guest Editorial: Special Issue on Advances in Computer Vision and Applications (ACCV 2020)	14
Blind Image Deblurring with Unknown Kernel Size and Substantial Noise	14
PointSea: Point Cloud Completion via Self-structure Augmentation	14
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	14
LaMD: Latent Motion Diffusion for Image-Conditional Video Generation	14
Cascaded Split-and-Aggregate Learning with Feature Recombination for Pedestrian Attribute Recognition	14
In Search of Lost Online Test-Time Adaptation: A Survey	14
Bi-VLGM: Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation	14
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions	14
Position-Guided Point Cloud Panoptic Segmentation Transformer	13
Full-Spectrum Out-of-Distribution Detection	13
FusionBooster: A Unified Image Fusion Boosting Paradigm	13
DiffuVolume: Diffusion Model for Volume based Stereo Matching	13
Bridging the Source-to-Target Gap for Cross-Domain Person Re-identification with Intermediate Domains	13
Correction: Open-Vocabulary Text-Driven Human Image Generation	13
Learning Adaptive Attribute-Driven Representation for Real-Time RGB-T Tracking	13
3D Shape Analysis Through a Quantum Lens: the Average Mixing Kernel Signature	13
Self-supervised Shutter Unrolling with Events	13
3D-MuPPET: 3D Multi-Pigeon Pose Estimation and Tracking	13
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	13
FastTrack: A Highly Efficient and Generic GPU-Based Multi-object Tracking Method with Parallel Kalman Filter	13
When Multi-Focus Image Fusion Networks Meet Traditional Edge-Preservation Technology	13
Guided Attention in CNNs for Occluded Pedestrian Detection and Re-identification	13
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection	13
Learning to Detect Instance-Level Salient Objects Using Complementary Image Labels	12
A General Paradigm with Detail-Preserving Conditional Invertible Network for Image Fusion	12
VideoQA in the Era of LLMs: An Empirical Study	12
Towards a Unified Network for Robust Monocular Depth Estimation: Network Architecture, Training Strategy and Dataset	12
Learning by Asking Questions for Knowledge-Based Novel Object Recognition	12
Overcoming the Domain Gap in Neural Action Representations	12
Pyramid NeRF: Frequency Guided Fast Radiance Field Optimization	12
Open-Set Adversarial Defense with Clean-Adversarial Mutual Learning	12
Correction: HCLR-Net: Hybrid Contrastive Learning Regularization with Locally Randomized Perturbation for Underwater Image Enhancement	12
Memory-Augmented Deep Unfolding Network for Guided Image Super-resolution	12
Imbalance-Aware Discriminative Clustering for Unsupervised Semantic Segmentation	12
Augmenting the Softmax with Additional Confidence Scores for Improved Selective Classification with Out-of-Distribution Data	12
WATB: Wild Animal Tracking Benchmark	12
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	12
Learning Cooperative Neural Modules for Stylized Image Captioning	12
Data Augmentation for Low-Level Vision: CutBlur and Mixture-of-Augmentation	12
Distribution-Sensitive Information Retention for Accurate Binary Neural Network	12
AnimalTrack: A Benchmark for Multi-Animal Tracking in the Wild	12
Depth Descent Synchronization in $${{\,\mathrm{\text {SO}}\,}}(D)$$	12
Action2video: Generating Videos of Human 3D Actions	12
CRCNet: Few-Shot Segmentation with Cross-Reference and Region–Global Conditional Networks	12
Attribute-Image Person Re-identification via Modal-Consistent Metric Learning	11
Learning Robust Facial Representation From the View of Diversity and Closeness	11
3D Adversarial Augmentations for Robust Out-of-Domain Predictions	11
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	11
Learning to Detect Semantic Boundaries with Image-Level Class Labels	11
DCP–NAS: Discrepant Child–Parent Neural Architecture Search for 1-bit CNNs	11
ReliTalk: Relightable Talking Portrait Generation from a Single Video	11
Matching Compound Prototypes for Few-Shot Action Recognition	11
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	11
Symmetry-aware Neural Architecture for Embodied Visual Navigation	11
Joint Classification and Regression for Visual Tracking with Fully Convolutional Siamese Networks	11
HybridPrompt: Domain-Aware Prompting for Cross-Domain Few-Shot Learning	10
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	10
Compressed Event Sensing (CES) Volumes for Event Cameras	10
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation	10
Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning	10
Bipartite Graph Reasoning GANs for Person Pose and Facial Image Synthesis	10
L3AM: Linear Adaptive Additive Angular Margin Loss for Video-Based Hand Gesture Authentication	10
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	10
Descriptor Distillation: A Teacher-Student-Regularized Framework for Learning Local Descriptors	10
Deep Learning-Based Image and Video Inpainting: A Survey	10
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	10
UPR-Net: A Unified Pyramid Recurrent Network for Video Frame Interpolation	10
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	10
Infrared Adversarial Patches with Learnable Shapes and Locations in the Physical World	10
Universal Prototype Transport for Zero-Shot Action Recognition and Localization	10
One-Shot Generative Domain Adaptation in 3D GANs	10
Relating View Directions of Complementary-View Mobile Cameras via the Human Shadow	10