International Journal of Computer Vision

Article	Citations
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	2507
Guest Editorial: Special Issue on Open-World Visual Recognition	822
Correction: Hearing and Seeing Through CLIP: A Framework for Self-Supervised Sound Source Localization	407
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	382
MoDA: Modeling Deformable 3D Objects from Casual Videos	357
Correction: Multi-source-free Domain Adaptive Object Detection	339
Learning with Enriched Inductive Biases for Vision-Language Models	305
Conditional Temporal Variational AutoEncoder for Action Video Prediction	217
Instance-dependent Label Distribution Estimation for Learning with Label Noise	201
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	193
Invert Your Prompt: Editing-Aware Diffusion Inversion	179
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	172
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	162
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	157
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	153
Image Synthesis Under Limited Data: A Survey and Taxonomy	153
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	150
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	146
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	139
Image-based Morphological Characterization of Filamentous Biological Structures with Non-constant Curvature Shape Feature	137
Large-Scale Pre-Trained Models Empowering Phrase Generalization in Temporal Sentence Localization	128
Weakly Supervised Salient Object Detection with Text Supervision	127
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	126
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	126
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	126

RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion	123
EAN: Event Adaptive Network for Enhanced Action Recognition	118
Robust Averaging using Adaptive Annealing	117
Exocentric-to-Egocentric Adaptation for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs	110
AutoIT: Automated Image Tagging with Random Perturbation	107
Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting	107
UniAttack: Unified Physical-Digital Face Attack Detection	106
Learning Extensible Series-Parallel Lookup Tables for Efficient Image Super-Resolution	100
Are Vision Transformers Robust to Spurious Correlations?	100
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	99
A Minimal Solution for Image-Based Sphere Estimation	98
Delving Deeper into Anti-Aliasing in ConvNets	90
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	87
Learning Text-to-Video Retrieval from Image Captioning	84
Deep Image Deblurring: A Survey	84
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	80
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	78
H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning	76
Diagram Perception Networks for Textbook Question Answering via Joint Optimization	76
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	75
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow	74
Noise-Resistant Multimodal Transformer for Emotion Recognition	74
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	72
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions	68
Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose	68
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	67
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	66
Learning Latent Part-Whole Hierarchies for Point Clouds	65
Learning Cooperative Neural Modules for Stylized Image Captioning	64
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild	63
Feature Hallucination for Self-supervised Action Recognition	62
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	61
Correction: Consistent Prompt Tuning for Generalized Category Discovery	58
UIL-AQA: Uncertainty-Aware Clip-Level Interpretable Action Quality Assessment	57
OmniDrag: Enabling Motion Control for Omnidirectional Image-to-Video Generation	56
CAS-AIR-3D: A Large-scale Low-quality Multi-modal Face Database	56
Symmetria: A Synthetic Dataset for Learning in Point Clouds	55
A Realism Metric for Generated LiDAR Point Clouds	55
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	55
Dynamic Knowledge Transfer for Mitigating Spurious Correlations in Deep Learning	53
Sample-efficient Audio-Visual Learning of Scene Acoustics	52
A Motion-Based Compression and Tracking System for Video Camera Trap-Based Insect Behaviour Studies	51
SeaFormer++: Squeeze-Enhanced Axial Transformer for Mobile Visual Recognition	50
AI killed the Video Star. Audio-Driven Diffusion Model for Expressive Talking Head Generation	49
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	49
Relating View Directions of Complementary-View Mobile Cameras via the Human Shadow	49
Learning Accurate Low-bit Quantization towards Efficient Computational Imaging	48
Weakly Supervised Training of Universal Visual Concepts for Multi-domain Semantic Segmentation	48
SRConvNet: A Transformer-Style ConvNet for Lightweight Image Super-Resolution	48
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	47

Bi-calibration Networks for Weakly-Supervised Video Representation Learning	46
Semantic-Based Implicit Feature Transform for Few-Shot Classification	44
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	43
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	42
Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking	42
Learning to Prompt for Vision-Language Models	41
ICEv2: Interpretability, Comprehensiveness, and Explainability in Vision Transformer	41
A CNN Based Approach for the Point-Light Photometric Stereo Problem	40
VideoQA in the Era of LLMs: An Empirical Study	40
A Nonlinear, Regularized, and Data-independent Modulation for Continuously Interactive Image Processing Network	40
Deep Learning-Based Object Pose Estimation: A Comprehensive Survey	40
Globally Correlation-Aware Hard Negative Generation	40
In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond	40
Robust Partial-to-Partial Point Cloud Registration with Overlapping Mask Learning	39
Control Color: Multimodal Diffusion-Based Interactive Image Colorization	39
Focal Modulation for Image Restoration	39
Relaxed Knowledge Distillation	39
Beyond Learned Metadata-Based Raw Image Reconstruction	39
GLAD: Generative Language-Assisted Visual Tracking for Low-Semantic Templates	38
Understanding Synonymous Referring Expressions via Contrastive Features	38
Correction to: On the Arbitrary-Oriented Object Detection: Classification Based Approaches Revisited	38
A Generalized Contour Vibration Model for Building Extraction	38
Modeling Scattering Effect for Under-Display Camera Image Restoration	38
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model	38
Basis Restricted Elastic Shape Analysis on the Space of Unregistered Surfaces	37
Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset	37
EfficientDeRain+: Learning Uncertainty-Aware Filtering via RainMix Augmentation for High-Efficiency Deraining	37
Improving Domain Adaptation Through Class Aware Frequency Transformation	37
Correction: BaboonLand Dataset: Tracking Primates in the Wild and Automating Behaviour Recognition from Drone Videos	36
Paragraph-to-Image Generation with Information-Enriched Diffusion Model	36
Image Matting and 3D Reconstruction in One Loop	35
Cyclic Refiner: Object-Aware Temporal Representation Learning for Multi-view 3D Detection and Tracking	35
Advances in 3D Neural Stylization: A Survey	35
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-identification	35
Towards Fine-Grained Optimal 3D Face Dense Registration: An Iterative Dividing and Diffusing Method	35
Unveiling Deep Shadows: A Survey and Benchmark on Image and Video Shadow Detection, Removal, and Generation in the Deep Learning Era	35
From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave	35
WeakCLIP: Adapting CLIP for Weakly-Supervised Semantic Segmentation	35
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation	34
T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models	34
Generative Adversarial Network Applications in Industry 4.0: A Review	34
Watching Swarm Dynamics from Above: A Framework for Advanced Object Tracking in Drone Videos	34
I2DFormer+: Learning Image to Document Summary Attention for Zero-Shot Image Classification	33
IEBins: Iterative Elastic Bins for Monocular Depth Estimation and Completion	33
Robust Unpaired Image Dehazing via Density and Depth Decomposition	33
Learning Box Regression and Mask Segmentation Under Long-Tailed Distribution with Gradient Transfusing	32
Guest Editorial: Special Issue on Computer Vision from 2D to 3D	32
A Family of Approaches for Full 3D Reconstruction of Objects with Complex Surface Reflectance	32
Predictive Display for Teleoperation Based on Vector Fields Using Lidar-Camera Fusion	31
PartCom: Part Composition Learning for 3D Open-Set Recognition	31
A Memory-Assisted Knowledge Transferring Framework with Curriculum Anticipation for Weakly Supervised Online Activity Detection	31
Investigating Self-Supervised Methods for Label-Efficient Learning	31
Beyond Image Prior: Embedding Noise Prior into Latent Space of Conditional Denoising Transformer	31
Weighted Joint Distribution Optimal Transport Based Domain Adaptation for Cross-Scenario Face Anti-Spoofing	31
Shuffled Linear Regression with Outliers in Both Covariates and Responses	30
Few-Shot Referring Video Single- and Multi-Object Segmentation Via Cross-Modal Affinity with Instance Sequence Matching	30
InstaBoost++: Visual Coherence Principles for Unified 2D/3D Instance Level Data Augmentation	30
Transformer-Based Context Condensation for Boosting Feature Pyramids in Object Detection	30
Structured Binary Neural Networks for Image Recognition	30
SHARP: Shape-Aware Reconstruction of People in Loose Clothing	30
An Optimal Transport View of Class-Imbalanced Visual Recognition	29
Uncertainty-Aware and Decoupled Distillation for Semantic Segmentation	29
WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models	29
Blur Invariants for Image Recognition	29
HACG: Leveraging Hierarchical Alignment and Caption Generation for Text-Video Retrieval	29
Deep Richardson–Lucy Deconvolution for Low-Light Image Deblurring	29
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion	29
Point-In-Context: Understanding Point Cloud via In-Context Learning	28
TokenPacker: Efficient Visual Projector for Multimodal LLM	28
Object-Scene-Camera Decomposition and Recomposition for Data Efficient Monocular 3D Object Detection	28
Source-Free Domain Adaptation via Target Prediction Distribution Searching	28
WildIng: A Wildlife Image Invariant Representation Model for Geographical Domain Shift	28
Exemplar-Free Lifelong Person Re-identification via Prompt-Guided Adaptive Knowledge Consolidation	27
Active Perception for Visual-Language Navigation	27
A Region-Based Randers Geodesic Approach for Image Segmentation	27
CDistNet: Perceiving Multi-domain Character Distance for Robust Text Recognition	27
LEO: Generative Latent Image Animator for Human Video Synthesis	27
Countering Malicious DeepFakes: Survey, Battleground, and Horizon	27
Editor’s Note: Special Issue on Computer Vision Approach for Animal Tracking and Modeling	26
SMPL-IKS: A Mixed Analytical-Neural Inverse Kinematics Solver for 3D Human Mesh Recovery	26

Subspace Training Mitigates Gradient Noise Vulnerability	26
Day2Dark: Pseudo-Supervised Activity Recognition Beyond Silent Daylight	26
Hard-Normal Example-Aware Template Mutual Matching for Industrial Anomaly Detection	26
Evidence Conflict Sampling for Open-set Active Learning	26
Anti-Bandit for Neural Architecture Search	26
Guest Editorial: Special Issue on Visual Datasets	26
Few-Shot Learning with Complex-Valued Neural Networks and Dependable Learning	26
Out-of-Distribution Detection with Virtual Outlier Smoothing	25
A Novel Dataset and Lightweight Distillation Baseline for Highlight Transparent Object Detection	25
Zero-Shot Learning on 3D Point Cloud Objects and Beyond	25
An Interactive Conversational 3D Virtual Human	25
CLIP-Powered TASS: Target-Aware Single-Stream Network for Audio-Visual Question Answering	25
Supervised Neural Style Transfer as an Augmentation Technique for Facial Landmark Detection	25
Uniformity Preserving Transfer for Visual Prompt Tuning under Long-tailed Distribution	25
Robust Image Restoration with an Adaptive Huber Function Based Fidelity	24
Reconstructing a Sphere and the Camera Focal Length from a Single View by Fitting Planes	24
Polynomial Implicit Neural Framework for Promoting Shape Awareness in Generative Models	24
Editor’s Note: Special Issue on ACCV 2024	24
AgMTR: Agent Mining Transformer for Few-Shot Segmentation in Remote Sensing	24
Knowledge Distillation Meets Open-Set Semi-supervised Learning	23
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network	23
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification	23
Self-Supervised Monocular Depth and Motion Learning in Dynamic Scenes: Semantic Prior to Rescue	23
CT3D++: Improving 3D Object Detection with Keypoint-Induced Channel-wise Transformer	23
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification	23
LLMFormer: Large Language Model for Open-Vocabulary Semantic Segmentation	23
Neural Architecture Search for Dense Prediction Tasks in Computer Vision	23
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook	23
Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding	23
Correction: Variational Rectification Inference for Learning with Noisy Labels	22
Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021)	22
Relation-Guided Adversarial Learning for Data-Free Knowledge Transfer	22
General Class-Balanced Multicentric Dynamic Prototype Pseudo-Labeling for Source-Free Domain Adaptation	22
GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing	22
A Deeper Analysis of Volumetric Relightable Faces	22
Correction: Continual Face Forgery Detection via Historical Distribution Preserving	22
SLNMapping: Super Lightweight Neural Mapping in Large-Scale Scenes	21
Structure-from-motion in micro-image domain for uncalibrated plenoptic 2.0 cameras	21
Generalized Robot Vision-Language Model via Linguistic Foreground-Aware Contrast	21
UMCL: Unimodal-generated Multimodal Contrastive Learning for Cross-compression-rate Deepfake Detection	21
FourierMIL: Fourier Filtering-based Multiple Instance Learning for Whole Slide Image Analysis	21
Defending Against Adversarial Examples Via Modeling Adversarial Noise	21
IMC-Det: Intra–Inter Modality Contrastive Learning for Video Object Detection	21
Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos	21
Single-View View Synthesis with Self-rectified Pseudo-Stereo	21
AnyPattern: Towards In-context Image Copy Detection	21
LiDAR-guided Geometric Pretraining for Vision-Centric 3D Object Detection	21
Dynamic MAsk-Pruning Strategy for Source-Free Model Intellectual Property Protection	21
Leveraging Blur Information for Plenoptic Camera Calibration	21
DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation	21
Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection	21
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review	20
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks	20
Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement	20
Learning General and Specific Embedding with Transformer for Few-Shot Object Detection	20
Generalized Relative Pose and Scale from Affine Correspondences	20
HiPrompt: Tuning-free Higher-Resolution Generation with Hierarchical MLLM Prompts	20
Unifying Viewgraph Sparsification and Disambiguation of Repeated Structures in Structure-from-Motion	19
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection	19
Sentimental Visual Captioning using Multimodal Transformer	19
Thread Counting in Plain Weave for Old Paintings Using Regression Deep Learning Models	19
GREx: Generalized Referring Expression Segmentation, Comprehension, and Generation	19
BayesAdapter: Enhanced Uncertainty Estimation in CLIP Few-Shot Adaptation	19
CamoVid60K: A Large-Scale Video Dataset for Moving Camouflaged Animals Understanding	19
Adversarial Learning Domain-Invariant Conditional Features for Robust Face Anti-spoofing	19
Segment Anything in 3D with Radiance Fields	19
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes	19
Rethinking Open-World DeepFake Attribution with Multi-perspective Sensory Learning	19
Image-Based Virtual Try-On: A Survey	19
Deep Learning-Based Point Cloud Registration: A Comprehensive Survey and Taxonomy	19
Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification	19
Rethinking Open-Set Object Detection: Issues, A New Formulation, and Taxonomy	19
Evidential Robust Feature Learning for Generalized Few-Shot Segmentation	19
Not All Pixels are Equal: Learning Pixel Hardness for Semantic Segmentation	18
Language-Aware Soft Prompting: Text-to-Text Optimization for Few- and Zero-Shot Adaptation of V &L Models	18
Incremental Model Enhancement via Memory-based Contrastive Learning	18
A Survey of Multimodal Hallucination Evaluation and Detection	18
Task Bias in Contrastive Vision-Language Models	18
Rethinking Out-of-Distribution Detection From a Human-Centric Perspective	18
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports	18
RepSNet: A Nucleus Instance Segmentation Model Based on Boundary Regression and Structural Re-Parameterization	18
Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark	18
Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization	18
GS-VTON: Controllable 3D Virtual Try-on with Gaussian Splatting	17
CompViT: Real-Time Compressed Video Action Recognition with Asymmetric Transformer Networks	17
Correction: Automatic Generation of 3D Scene Animation Based on Dynamic Knowledge Graphs and Contextual Encoding	17
Visual Object Tracking in First Person Vision	17
A Generative Victim Model for Segmentation	17
Hearing and Seeing Through CLIP: A Framework for Self-Supervised Sound Source Localization	17
Neural Discrimination-Prompted Transformers for Efficient UHD Image Restoration and Enhancement	17
Vision-Language Efficient Tuning for Mitigating Catastrophic Forgetting in Multi-Modal Learning	17
NormAttention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention	17
Towards Scene-Aware Video-to-Spatial Audio Generation	17
Perspective-1-Ellipsoid: Formulation, Analysis and Solutions of the Camera Pose Estimation Problem from One Ellipse-Ellipsoid Correspondence	17
Multi-Modal 3D Object Detection in Autonomous Driving: A Survey	17