International Journal of Computer Vision

Article	Citations
Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark	1603
Spectral Shape Recovery and Analysis Via Data-driven Connections	900
Learning with Enriched Inductive Biases for Vision-Language Models	891
Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation	806
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective	290
A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking	247
Contextual Object Detection with Multimodal Large Language Models	196
Toward Accurate and Robust Pedestrian Detection via Variational Inference	179
Image Synthesis Under Limited Data: A Survey and Taxonomy	168
Dual-Space Video Person Re-identification	164
A Survey on Adaptive Cameras	160
PL$${}_{1}$$P: Point-Line Minimal Problems under Partial Visibility in Three Views	146
WATCHER: Wavelet-Guided Texture-Content Hierarchical Relation Learning for Deepfake Detection	142
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	142
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	132
Regional Adversarial Training for Better Robust Generalization	127
Rethinking Out-of-Distribution Detection From a Human-Centric Perspective	97
Efficient High-Quality Vectorized Modeling of Large-Scale Scenes	93
RMS-FlowNet++: Efficient and Robust Multi-scale Scene Flow Estimation for Large-Scale Point Clouds	88
An Empirical Study on Multi-domain Robust Semantic Segmentation	86
Re-ID-leak: Membership Inference Attacks Against Person Re-identification	85
SegViT v2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers	84
DOVE: Learning Deformable 3D Objects by Watching Videos	83
Learning Dynamic Prototypes for Visual Pattern Debiasing	80
Deep Physics-Guided Unrolling Generalization for Compressed Sensing	80

Editor’s Note: Special Issue on BMVC 2021	77
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior	74
Robots Understanding Contextual Information in Human-Centered Environments Using Weakly Supervised Mask Data Distillation	73
EAN: Event Adaptive Network for Enhanced Action Recognition	72
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	69
Editor’s Note: Special Issue on Computer Vision and Cultural Heritage Preservation	66
Interpreting Face Inference Models Using Hierarchical Network Dissection	65
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	61
Renormalization for Initialization of Rolling Shutter Visual-Inertial Odometry	59
Hierarchical Curriculum Learning for No-Reference Image Quality Assessment	58
Dynamic Context Removal: A General Training Strategy for Robust Models on Video Action Predictive Tasks	58
Context-Enhanced Representation Learning for Single Image Deraining	56
Semi-Supervised and Long-Tailed Object Detection with CascadeMatch	55
From Individual to Whole: Reducing Intra-class Variance by Feature Aggregation	55
Self-supervised Secondary Landmark Detection via 3D Representation Learning	55
RIConv++: Effective Rotation Invariant Convolutions for 3D Point Clouds Deep Learning	52
Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study	51
Conditional Temporal Variational AutoEncoder for Action Video Prediction	50
The Isowarp: The Template-Based Visual Geometry of Isometric Surfaces	49
An Exploration of Embodied Visual Exploration	48
Breaking the Limits of Reliable Prediction via Generated Data	46
Visual Object Tracking in First Person Vision	46
Lidar Panoptic Segmentation in an Open World	46
Robust Deep Object Tracking against Adversarial Attacks	45
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	44
Are Vision Transformers Robust to Spurious Correlations?	44
Perspective-1-Ellipsoid: Formulation, Analysis and Solutions of the Camera Pose Estimation Problem from One Ellipse-Ellipsoid Correspondence	43
Task Bias in Contrastive Vision-Language Models	42
4D Temporally Coherent Multi-Person Semantic Reconstruction and Segmentation	42
An Efficient Model for a Camera Behind a Parallel Refractive Slab	40
Automatic Modelling for Interactive Action Assessment	40
Underwater Camera: Improving Visual Perception Via Adaptive Dark Pixel Prior and Color Correction	38
CMSNet: Deep Color and Monochrome Stereo	38
Deep Corner	38
Deep Unfolding for Snapshot Compressive Imaging	38
Guest Editorial: Special Issue on Performance Evaluation in Computer Vision	37
Computer Vision and Pattern Recognition 2020	36
RELAX: Representation Learning Explainability	36
LAMP-HQ: A Large-Scale Multi-pose High-Quality Database and Benchmark for NIR-VIS Face Recognition	34
Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer	34
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation	34
Importance First: Generating Scene Graph of Human Interest	33
A Minimal Solution for Image-Based Sphere Estimation	33
Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature Mimicking	33
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	32
Disentangling Geometric Deformation Spaces in Generative Latent Shape Models	32
Local Compressed Video Stream Learning for Generic Event Boundary Detection	32
Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors	32
Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising Network	31
Adapting Across Domains via Target-Oriented Transferable Semantic Augmentation Under Prototype Constraint	31

PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	29
Visual Interestingness Prediction: A Benchmark Framework and Literature Review	27
Deep CockTail Networks	27
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	27
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	27
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation	26
Semantic-Aware Visual Decomposition for Image Coding	26
Building 3D Generative Models from Minimal Data	26
Combating Label Noise with a General Surrogate Model for Sample Selection	26
Inferring Attention Shifts for Salient Instance Ranking	26
Intra-Camera Supervised Person Re-Identification	25
Dynamical Deep Generative Latent Modeling of 3D Skeletal Motion	25
Recurrent Graph Neural Networks for Video Instance Segmentation	25
End-to-End Video Text Spotting with Transformer	25
Enhanced 3D Human Pose Estimation from Videos by Using Attention-Based Neural Network with Dilated Convolutions	24
Semantics-to-Signal Scalable Image Compression with Learned Revertible Representations	24
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval	24
Focus for Free in Density-Based Counting	23
Language-Aware Soft Prompting: Text-to-Text Optimization for Few- and Zero-Shot Adaptation of V &L Models	23
Dual-Attention-Guided Network for Ghost-Free High Dynamic Range Imaging	23
FD-GAN: Generalizable and Robust Forgery Detection via Generative Adversarial Networks	22
MMoT: Mixture-of-Modality-Tokens Transformer for Composed Multimodal Conditional Image Synthesis	22
ToTem NRSfM: Object-Wise Non-rigid Structure-from-Motion with a Topological Template	22
Learning to Detect Novel Species with SAM in the Wild	22
Correlation Information Bottleneck: Towards Adapting Pretrained Multimodal Models for Robust Visual Question Answering	22
PosMLP-Video: Spatial and Temporal Relative Position Encoding for Efficient Video Recognition	22
On Finite Difference Jacobian Computation in Deformable Image  Registration	22
APPTracker+: Displacement Uncertainty for Occlusion Handling in Low-Frame-Rate Multiple Object Tracking	22
Advancing Weakly-Supervised Audio-Visual Video Parsing via Segment-Wise Pseudo Labeling	21
Physical Representation Learning and Parameter Identification from Video Using Differentiable Physics	21
CG-FAS: Cross-label Generative Augmentation for Face Anti-Spoofing	21
CSDG-FAS: Closed-Space Domain Generalization for Face Anti-spoofing	21
A Survey of Methods for Automated Quality Control Based on Images	20
Fast and Accurate 3D Registration from Line Intersection Constraints	20
Learnable Depth-Sensitive Attention for Deep RGB-D Saliency Detection with Multi-modal Fusion Architecture Search	20
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	20
On the Generalization and Causal Explanation in Self-Supervised Learning	20
Learning Text-to-Video Retrieval from Image Captioning	20
A Cutting-Plane Method for Sublabel-Accurate Relaxation of Problems with Product Label Spaces	20
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	20
Eliminating Temporal Illumination Variations in Whisk-broom Hyperspectral Imaging	19
End-to-End Alternating Optimization for Real-World Blind Super Resolution	19
Delving Deeper into Anti-Aliasing in ConvNets	19
Network Adjustment: Channel and Block Search Guided by Resource Utilization Ratio	18
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction	18
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation	17
LDTrack: Dynamic People Tracking by Service Robots Using Diffusion Models	17
RepSNet: A Nucleus Instance Segmentation Model Based on Boundary Regression and Structural Re-Parameterization	17
Deep Image Deblurring: A Survey	17
Correction: Multi-source-free Domain Adaptive Object Detection	17
Incremental Model Enhancement via Memory-based Contrastive Learning	17
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	17
Blind Image Quality Assessment: Exploring Content Fidelity Perceptibility via Quality Adversarial Learning	17
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	17
Mimetics: Towards Understanding Human Actions Out of Context	17
HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning	16
CAE-GReaT: Convolutional-Auxiliary Efficient Graph Reasoning Transformer for Dense Image Predictions	16
Invertible Rescaling Network and Its Extensions	16
Correction: Instant3D: Instant Text-to-3D Generation	16
Cross-Domain Gated Learning for Domain Generalization	16
Super Vision Transformer	15
UrbanEvolver: Function-Aware Urban Layout Regeneration	15
Curriculum Learning: A Survey	15
Delving into Inter-Image Invariance for Unsupervised Visual Representations	15
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes	15
Polysemy Deciphering Network for Robust Human–Object Interaction Detection	15
Multi-Modal 3D Object Detection in Autonomous Driving: A Survey	15
M-RRFS: A Memory-Based Robust Region Feature Synthesizer for Zero-Shot Object Detection	15
Artificial Intelligence for Dunhuang Cultural Heritage Protection: The Project and the Dataset	15
Visually-Guided Audio Spatialization in Video with Geometry-Aware Multi-task Learning	15
Pyramid Attention Network for Image Restoration	15
Language-Guided Hierarchical Fine-Grained Image Forgery Detection and Localization	15
Instance-dependent Label Distribution Estimation for Learning with Label Noise	14
NormAttention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention	14
Correction: Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks	14
Unsupervised Scale-Consistent Depth Learning from Video	14
Guest Editorial: Special Issue on Multimodal Learning	14
Correction: Automatic Generation of 3D Scene Animation Based on Dynamic Knowledge Graphs and Contextual Encoding	14
Learning to Adapt to Light	13
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-modal Manipulation	13

Learning Robust Facial Representation From the View of Diversity and Closeness	13
Bi-VLGM: Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation	13
Correction to: Deep Unpaired Blind Image Super-Resolution Using Self-supervised Learning and Exemplar Distillation	13
PIDray: A Large-Scale X-ray Benchmark for Real-World Prohibited Item Detection	13
Guest Editorial: Special Issue on Open-World Visual Recognition	13
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness	13
Guest Editorial: Special Issue on Deep Learning for Video Analysis and Compression	13
Instance-Aware Scene Layout Forecasting	13
InfoPro: Locally Supervised Deep Learning by Maximizing Information Propagation	13
MoDA: Modeling Deformable 3D Objects from Casual Videos	13
Universal Prototype Transport for Zero-Shot Action Recognition and Localization	13
Editor’s Note: Special Issue on 3D Computer Vision	13
Deep Attention Learning for Pre-operative Lymph Node Metastasis Prediction in Pancreatic Cancer via Multi-object Relationship Modeling	13
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	13
Integrated Heterogeneous Graph Attention Network for Incomplete Multi-modal Clustering	12
Augmenting the Softmax with Additional Confidence Scores for Improved Selective Classification with Out-of-Distribution Data	12
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	12
CRetinex: A Progressive Color-Shift Aware Retinex Model for Low-Light Image Enhancement	12
A Realism Metric for Generated LiDAR Point Clouds	12
Error-Aware Conversion from ANN to SNN via Post-training Parameter Calibration	12
Bi-calibration Networks for Weakly-Supervised Video Representation Learning	12
Descriptor Distillation: A Teacher-Student-Regularized Framework for Learning Local Descriptors	12
Guest Editorial: Special Issue on Traditional Computer Vision in the Age of Deep Learning	11
Open-Set Adversarial Defense with Clean-Adversarial Mutual Learning	11
Action2video: Generating Videos of Human 3D Actions	11
Depth Descent Synchronization in $${{\,\mathrm{\text {SO}}\,}}(D)$$	11
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	11
Learning to Detect Instance-Level Salient Objects Using Complementary Image Labels	11
Bridging Composite and Real: Towards End-to-End Deep Image Matting	11
Distribution-Sensitive Information Retention for Accurate Binary Neural Network	11
Matching Compound Prototypes for Few-Shot Action Recognition	11
L3AM: Linear Adaptive Additive Angular Margin Loss for Video-Based Hand Gesture Authentication	11
Joint Classification and Regression for Visual Tracking with Fully Convolutional Siamese Networks	11
Guest Editorial: Special Issue on Advances in Computer Vision and Applications (ACCV 2020)	10
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	10
Symmetry-aware Neural Architecture for Embodied Visual Navigation	10
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	10
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	10
Towards a Unified Network for Robust Monocular Depth Estimation: Network Architecture, Training Strategy and Dataset	10
Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose	10
Distance Based Image Classification: A solution to generative classification’s conundrum?	10
ReliTalk: Relightable Talking Portrait Generation from a Single Video	10
Learning Cooperative Neural Modules for Stylized Image Captioning	10
Adaptive Multi-Source Predictor for Zero-Shot Video Object Segmentation	10
Attribute-Image Person Re-identification via Modal-Consistent Metric Learning	10
Toward Practical Weakly Supervised Semantic Segmentation via Point-Level Supervision	10
SportsCap: Monocular 3D Human Motion Capture and Fine-Grained Understanding in Challenging Sports Videos	10
Exploring Vision-Language Models for Imbalanced Learning	9
Correction to: Long-Short Temporal–Spatial Clues Excited Network for Robust Person Re-identification	9
Learning Sequence Representations by Non-local Recurrent Neural Memory	9
Does Confusion Really Hurt Novel Class Discovery?	9
SeaFormer++: Squeeze-Enhanced Axial Transformer for Mobile Visual Recognition	9
Self-supervised Scalable Deep Compressed Sensing	9
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow	9
Overcoming the Domain Gap in Neural Action Representations	9
Semantic Contrastive Bootstrapping for Single-Positive Multi-label Recognition	9
Weakly Supervised Training of Universal Visual Concepts for Multi-domain Semantic Segmentation	9
Robust Heterogeneous Model Fitting for Multi-source Image Correspondences	9
Correction: Open-Vocabulary Text-Driven Human Image Generation	9
FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding	9
Efficient Person Search: An Anchor-Free Approach	9
Snowvision: Segmenting, Identifying, and Discovering Stamped Curve Patterns from Fragments of Pottery	9
Cascaded Split-and-Aggregate Learning with Feature Recombination for Pedestrian Attribute Recognition	9
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild	9
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	9
AROID: Improving Adversarial Robustness Through Online Instance-Wise Data Augmentation	9
DeMoCap: Low-Cost Marker-Based Motion Capture	9
DCP–NAS: Discrepant Child–Parent Neural Architecture Search for 1-bit CNNs	8
Learning by Asking Questions for Knowledge-Based Novel Object Recognition	8
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	8
Bridging the Source-to-Target Gap for Cross-Domain Person Re-identification with Intermediate Domains	8
SRConvNet: A Transformer-Style ConvNet for Lightweight Image Super-Resolution	8
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-Time Semantic Segmentation	8
R$$^{2}$$S100K: Road-Region Segmentation Dataset for Semi-supervised Autonomous Driving in the Wild	8
Learning Enriched Hop-Aware Correlation for Robust 3D Human Pose Estimation	8
EfficientPS: Efficient Panoptic Segmentation	8
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation	8
Data Augmentation for Low-Level Vision: CutBlur and Mixture-of-Augmentation	8
Compressed Event Sensing (CES) Volumes for Event Cameras	8
Position-Guided Point Cloud Panoptic Segmentation Transformer	8
AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation	8
UPR-Net: A Unified Pyramid Recurrent Network for Video Frame Interpolation	8
Infrared Adversarial Patches with Learnable Shapes and Locations in the Physical World	8
Deep Unsupervised 3D Human Body Reconstruction from a Sparse set of Landmarks	8
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	8
SyDog-Video: A Synthetic Dog Video Dataset for Temporal Pose Estimation	8
From Easy to Hard: Learning Curricular Shape-Aware Features for Robust Panoptic Scene Graph Generation	8
Learning to Detect Semantic Boundaries with Image-Level Class Labels	8
FastTrack: A Highly Efficient and Generic GPU-Based Multi-object Tracking Method with Parallel Kalman Filter	8
Joint Learning of Audio–Visual Saliency Prediction and Sound Source Localization on Multi-face Videos	8
What Limits the Performance of Local Self-attention?	8
Guided Attention in CNNs for Occluded Pedestrian Detection and Re-identification	7
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection	7
3D Shape Analysis Through a Quantum Lens: the Average Mixing Kernel Signature	7
Towards Ultra High-Speed Hyperspectral Imaging by Integrating Compressive and Neuromorphic Sampling	7