International Journal of Computer Vision

Article	Citations
Conditional Temporal Variational AutoEncoder for Action Video Prediction	1196
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	1046
A Minimal Solution for Image-Based Sphere Estimation	1027
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	375
Are Vision Transformers Robust to Spurious Correlations?	333
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	324
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	229
Guest Editorial: Special Issue on Open-World Visual Recognition	209
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	207
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	201
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	182
Instance-Aware Scene Layout Forecasting	174
Physical Representation Learning and Parameter Identification from Video Using Differentiable Physics	148
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	148
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	134
Image Synthesis Under Limited Data: A Survey and Taxonomy	124
Learning with Enriched Inductive Biases for Vision-Language Models	123
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	122
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	105
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	104
Learning Text-to-Video Retrieval from Image Captioning	102
Correction: Multi-source-free Domain Adaptive Object Detection	102
MoDA: Modeling Deformable 3D Objects from Casual Videos	101
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	101
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	100

Instance-dependent Label Distribution Estimation for Learning with Label Noise	94
EAN: Event Adaptive Network for Enhanced Action Recognition	93
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	91
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	88
Delving Deeper into Anti-Aliasing in ConvNets	87
Deep Image Deblurring: A Survey	85
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild	83
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	81
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation	81
Semantic-Based Implicit Feature Transform for Few-Shot Classification	81
Noise-Resistant Multimodal Transformer for Emotion Recognition	79
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	75
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	75
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	74
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	67
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	65
ICEv2: Interpretability, Comprehensiveness, and Explainability in Vision Transformer	64
Weakly Supervised Training of Universal Visual Concepts for Multi-domain Semantic Segmentation	63
A Realism Metric for Generated LiDAR Point Clouds	62
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	61
SRConvNet: A Transformer-Style ConvNet for Lightweight Image Super-Resolution	58
In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond	58
Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking	58
Relating View Directions of Complementary-View Mobile Cameras via the Human Shadow	57
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	56
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	55
Learning Cooperative Neural Modules for Stylized Image Captioning	51
Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose	50
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	49
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	49
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	49
Bi-calibration Networks for Weakly-Supervised Video Representation Learning	48
Learning Accurate Low-bit Quantization towards Efficient Computational Imaging	48
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions	47
SeaFormer++: Squeeze-Enhanced Axial Transformer for Mobile Visual Recognition	45
H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning	45
VideoQA in the Era of LLMs: An Empirical Study	45
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow	44
Diagram Perception Networks for Textbook Question Answering via Joint Optimization	40
WeakCLIP: Adapting CLIP for Weakly-Supervised Semantic Segmentation	40
Learning to Prompt for Vision-Language Models	40
Correction to: On the Arbitrary-Oriented Object Detection: Classification Based Approaches Revisited	40
Deep Maximum a Posterior Estimator for Video Denoising	39
Basis Restricted Elastic Shape Analysis on the Space of Unregistered Surfaces	38
Globally Correlation-Aware Hard Negative Generation	36
IEBins: Iterative Elastic Bins for Monocular Depth Estimation and Completion	36
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-identification	36
Advances in 3D Neural Stylization: A Survey	35
Generative Adversarial Network Applications in Industry 4.0: A Review	35
Improving Domain Adaptation Through Class Aware Frequency Transformation	35

Unsupervised Domain Adaptation with Background Shift Mitigating for Person Re-Identification	35
Image Matting and 3D Reconstruction in One Loop	35
Towards Fine-Grained Optimal 3D Face Dense Registration: An Iterative Dividing and Diffusing Method	35
Beyond Learned Metadata-Based Raw Image Reconstruction	34
I2DFormer+: Learning Image to Document Summary Attention for Zero-Shot Image Classification	34
Understanding Synonymous Referring Expressions via Contrastive Features	34
Cyclic Refiner: Object-Aware Temporal Representation Learning for Multi-view 3D Detection and Tracking	33
Robust Unpaired Image Dehazing via Density and Depth Decomposition	33
A Nonlinear, Regularized, and Data-independent Modulation for Continuously Interactive Image Processing Network	33
EfficientDeRain+: Learning Uncertainty-Aware Filtering via RainMix Augmentation for High-Efficiency Deraining	33
Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset	33
Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild	31
RePCD-Net: Feature-Aware Recurrent Point Cloud Denoising Network	31
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model	31
Guest Editorial: Special Issue on Computer Vision from 2D to 3D	30
A CNN Based Approach for the Point-Light Photometric Stereo Problem	30
A Memory-Assisted Knowledge Transferring Framework with Curriculum Anticipation for Weakly Supervised Online Activity Detection	30
Deep Learning Geometry Compression Artifacts Removal for Video-Based Point Cloud Compression	30
Structured Binary Neural Networks for Image Recognition	30
Learning Box Regression and Mask Segmentation Under Long-Tailed Distribution with Gradient Transfusing	29
Weighted Joint Distribution Optimal Transport Based Domain Adaptation for Cross-Scenario Face Anti-Spoofing	29
Shuffled Linear Regression with Outliers in Both Covariates and Responses	28
Assignment Flow for Order-Constrained OCT Segmentation	28
PartCom: Part Composition Learning for 3D Open-Set Recognition	28
InstaBoost++: Visual Coherence Principles for Unified 2D/3D Instance Level Data Augmentation	27
Blur Invariants for Image Recognition	27
Distribution-Aware Margin Calibration for Semantic Segmentation in Images	26
A Family of Approaches for Full 3D Reconstruction of Objects with Complex Surface Reflectance	26
SHARP: Shape-Aware Reconstruction of People in Loose Clothing	26
An Optimal Transport View of Class-Imbalanced Visual Recognition	26
Exemplar-Free Lifelong Person Re-identification via Prompt-Guided Adaptive Knowledge Consolidation	26
Semantic Edge Detection with Diverse Deep Supervision	25
LEO: Generative Latent Image Animator for Human Video Synthesis	25
Transformer-Based Context Condensation for Boosting Feature Pyramids in Object Detection	25
Deep Richardson–Lucy Deconvolution for Low-Light Image Deblurring	25
Source-Free Domain Adaptation via Target Prediction Distribution Searching	25
Investigating Self-Supervised Methods for Label-Efficient Learning	25
WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models	25
CDistNet: Perceiving Multi-domain Character Distance for Robust Text Recognition	25
Active Perception for Visual-Language Navigation	25
Countering Malicious DeepFakes: Survey, Battleground, and Horizon	24
A Region-Based Randers Geodesic Approach for Image Segmentation	24
Neural Architecture Search for Dense Prediction Tasks in Computer Vision	24
Singularity Analysis for the Perspective-Four and Five-Line Problems	24
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification	24
Few-Shot Referring Video Single- and Multi-Object Segmentation Via Cross-Modal Affinity with Instance Sequence Matching	24
Editor’s Note: Special Issue on Computer Vision Approach for Animal Tracking and Modeling	24
CT3D++: Improving 3D Object Detection with Keypoint-Induced Channel-wise Transformer	23
Correction: Continual Face Forgery Detection via Historical Distribution Preserving	23
Knowledge Distillation Meets Open-Set Semi-supervised Learning	22
Self-Supervised Monocular Depth and Motion Learning in Dynamic Scenes: Semantic Prior to Rescue	22
Anti-Bandit for Neural Architecture Search	22
Out-of-Distribution Detection with Virtual Outlier Smoothing	22
Robust Image Restoration with an Adaptive Huber Function Based Fidelity	22
Few-Shot Learning with Complex-Valued Neural Networks and Dependable Learning	21
Polynomial Implicit Neural Framework for Promoting Shape Awareness in Generative Models	21
Guest Editorial: Special Issue: Computer Vision and Pattern Recognition (DAGM GCPR 2019)	21
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook	21
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network	21
Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations	21
Hard-Normal Example-Aware Template Mutual Matching for Industrial Anomaly Detection	21
Relation-Guided Adversarial Learning for Data-Free Knowledge Transfer	20
Day2Dark: Pseudo-Supervised Activity Recognition Beyond Silent Daylight	20
AgMTR: Agent Mining Transformer for Few-Shot Segmentation in Remote Sensing	20
CLIP-Powered TASS: Target-Aware Single-Stream Network for Audio-Visual Question Answering	20
A Numerical Framework for Elastic Surface Matching, Comparison, and Interpolation	20
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification	19
Zero-Shot Learning on 3D Point Cloud Objects and Beyond	19
Correction: Variational Rectification Inference for Learning with Noisy Labels	19
LiDAR-guided Geometric Pretraining for Vision-Centric 3D Object Detection	19
Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding	19
Generalized Robot Vision-Language Model via Linguistic Foreground-Aware Contrast	19
Correction to: AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	19
LLMFormer: Large Language Model for Open-Vocabulary Semantic Segmentation	19
DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation	19
General Class-Balanced Multicentric Dynamic Prototype Pseudo-Labeling for Source-Free Domain Adaptation	19
Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021)	18
Rethinking Open-World DeepFake Attribution with Multi-perspective Sensory Learning	18
Learning General and Specific Embedding with Transformer for Few-Shot Object Detection	18
A Deeper Analysis of Volumetric Relightable Faces	18

Learning 3D Semantic Scene Graphs with Instance Embeddings	18
Single-View View Synthesis with Self-rectified Pseudo-Stereo	18
IMC-Det: Intra–Inter Modality Contrastive Learning for Video Object Detection	17
Adversarial Learning Domain-Invariant Conditional Features for Robust Face Anti-spoofing	17
Image-Based Virtual Try-On: A Survey	17
Segment Anything in 3D with Radiance Fields	17
Sentimental Visual Captioning using Multimodal Transformer	17
Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement	17
Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification	17
Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos	17
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection	17
AutoScale: Learning to Scale for Crowd Counting	17
Task Bias in Contrastive Vision-Language Models	16
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks	16
Rethinking Out-of-Distribution Detection From a Human-Centric Perspective	16
Not All Pixels are Equal: Learning Pixel Hardness for Semantic Segmentation	16
Leveraging Blur Information for Plenoptic Camera Calibration	16
Language-Aware Soft Prompting: Text-to-Text Optimization for Few- and Zero-Shot Adaptation of V &L Models	16
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes	16
Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection	16
Perspective-1-Ellipsoid: Formulation, Analysis and Solutions of the Camera Pose Estimation Problem from One Ellipse-Ellipsoid Correspondence	16
RepSNet: A Nucleus Instance Segmentation Model Based on Boundary Regression and Structural Re-Parameterization	15
Multi-Modal 3D Object Detection in Autonomous Driving: A Survey	15
NormAttention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention	15
From Easy to Hard: Learning Curricular Shape-Aware Features for Robust Panoptic Scene Graph Generation	15
Correction: Automatic Generation of 3D Scene Animation Based on Dynamic Knowledge Graphs and Contextual Encoding	15
Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark	15
Attribute-Centric Compositional Text-to-Image Generation	15
Universal Prototype Transport for Zero-Shot Action Recognition and Localization	15
Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation	15
Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors	15
Incremental Model Enhancement via Memory-based Contrastive Learning	15
DCP–NAS: Discrepant Child–Parent Neural Architecture Search for 1-bit CNNs	15
Visual Object Tracking in First Person Vision	15
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-modal Manipulation	14
Self-supervised Scalable Deep Compressed Sensing	14
Correction: Open-Vocabulary Text-Driven Human Image Generation	14
Diagnosing Human-Object Interaction Detectors	14
Multi-Constraint Transferable Generative Adversarial Networks for Cross-Modal Brain Image Synthesis	14
Learning Sequence Representations by Non-local Recurrent Neural Memory	14
Audio-Visual Segmentation with Semantics	14
CRCNet: Few-Shot Segmentation with Cross-Reference and Region–Global Conditional Networks	13
Learning Enriched Hop-Aware Correlation for Robust 3D Human Pose Estimation	13
Action2video: Generating Videos of Human 3D Actions	13
Integrated Heterogeneous Graph Attention Network for Incomplete Multi-modal Clustering	13
Deep Learning-Based Image and Video Inpainting: A Survey	13
Multi-teacher Universal Distillation Based on Information Hiding for Defense Against Facial Manipulation	13
Position-Guided Point Cloud Panoptic Segmentation Transformer	13
FusionBooster: A Unified Image Fusion Boosting Paradigm	13
A General Paradigm with Detail-Preserving Conditional Invertible Network for Image Fusion	13
Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization	13
Fast Ultra High-Definition Video Deblurring via Multi-scale Separable Network	13
Guest Editorial: Special Issue on Biometrics Security and Privacy	13
Semantic Contrastive Embedding for Generalized Zero-Shot Learning	13
Transformer for Object Re-identification: A Survey	13
Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing	13
Multi-Text Guidance Is Important: Multi-Modality Image Fusion via Large Generative Vision-Language Model	13
Domain-Agnostic Priors for Semantic Segmentation Under Unsupervised Domain Adaptation and Domain Generalization	12
Towards Frame Rate Agnostic Multi-object Tracking	12
Just Recognizable Distortion for Machine Vision Oriented Image and Video Coding	12
Warping the Residuals for Image Editing with StyleGAN	12
A Survey on Long-Tailed Visual Recognition	12
DLOW: Domain Flow and Applications	12
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models	12
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-training	12
Few Annotated Pixels and Point Cloud Based Weakly Supervised Semantic Segmentation of Driving Scenes	12
Systematic Evaluation of Uncertainty Calibration in Pretrained Object Detectors	12
Deep Bingham Networks: Dealing with Uncertainty and Ambiguity in Pose Estimation	12
Open-Vocabulary Text-Driven Human Image Generation	12
Predicting Visual Political Bias Using Webly Supervised Data and an Auxiliary Task	12
Continuous 3D Multi-Channel Sign Language Production via Progressive Transformers and Mixture Density Networks	12
SoftPool++: An Encoder–Decoder Network for Point Cloud Completion	12
Of Mice and Mates: Automated Classification and Modelling of Mouse Behaviour in Groups Using a Single Model Across Cages	12
Compositional Prompting for Anti-Forgetting in Domain Incremental Learning	12
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition	12
Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing	12
Universal Representations: A Unified Look at Multiple Task and Domain Learning	12
Adaptive Deep PnP Algorithm for Video Snapshot Compressive Imaging	12
Interpretable Task-inspired Adaptive Filter Pruning for Neural Networks Under Multiple Constraints	12
Dual Graph Networks for Pose Estimation in Crowded Scenes	11
Learning Regression and Verification Networks for Robust Long-term Tracking	11
Learning a Robust Part-Aware Monocular 3D Human Pose Estimator via Neural Architecture Search	11
Unknown Support Prototype Set for Open Set Recognition	11
Learning Portrait Drawing with Unsupervised Parts	11
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement	11
Deep Hierarchical Learning for 3D Semantic Segmentation	11
Instance-Level Moving Object Segmentation from a Single Image with Events	11
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models?	10
Semi-Supervised Domain Generalization with Stochastic StyleMatch	10
Multi-frame Motion Segmentation by Combining Two-Frame Results	10
Deep Unpaired Blind Image Super-Resolution Using Self-supervised Learning and Exemplar Distillation	10
Data-Driven Restoration of Digital Archaeological Pottery with Point Cloud Analysis	10
Correction: Towards Automated Ethogramming: Cognitively-Inspired Event Segmentation for Streaming Wildlife Video Monitoring	10
Instance Segmentation in the Dark	10
Generalized Out-of-Distribution Detection: A Survey	10