International Journal of Computer Vision

Article	Citations
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	1878
Instance-Aware Scene Layout Forecasting	590
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	428
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	331
Guest Editorial: Special Issue on Open-World Visual Recognition	262
Image Synthesis Under Limited Data: A Survey and Taxonomy	249
Instance-dependent Label Distribution Estimation for Learning with Label Noise	243
A Minimal Solution for Image-Based Sphere Estimation	236
Learning Text-to-Video Retrieval from Image Captioning	205
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	174
Delving Deeper into Anti-Aliasing in ConvNets	170
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	158
RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion	154
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	144
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	143
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	132
Correction: Multi-source-free Domain Adaptive Object Detection	131
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	123
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	122
MoDA: Modeling Deformable 3D Objects from Casual Videos	119
Learning with Enriched Inductive Biases for Vision-Language Models	118
Conditional Temporal Variational AutoEncoder for Action Video Prediction	107
Are Vision Transformers Robust to Spurious Correlations?	106
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	104
EAN: Event Adaptive Network for Enhanced Action Recognition	99

BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	99
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	95
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	95
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	93
Learning Extensible Series-Parallel Lookup Tables for Efficient Image Super-Resolution	93
Deep Image Deblurring: A Survey	78
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	78
Learning Accurate Low-bit Quantization towards Efficient Computational Imaging	76
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	75
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	74
Bi-calibration Networks for Weakly-Supervised Video Representation Learning	72
Semantic-Based Implicit Feature Transform for Few-Shot Classification	71
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions	70
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	69
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	67
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	66
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	65
Correction: Consistent Prompt Tuning for Generalized Category Discovery	64
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild	64
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	64
Feature Hallucination for Self-supervised Action Recognition	64
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	63
In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond	61
ICEv2: Interpretability, Comprehensiveness, and Explainability in Vision Transformer	61
Relating View Directions of Complementary-View Mobile Cameras via the Human Shadow	59
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	59
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	57
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	56
Learning Cooperative Neural Modules for Stylized Image Captioning	53
Diagram Perception Networks for Textbook Question Answering via Joint Optimization	53
VideoQA in the Era of LLMs: An Empirical Study	52
SRConvNet: A Transformer-Style ConvNet for Lightweight Image Super-Resolution	51
Noise-Resistant Multimodal Transformer for Emotion Recognition	50
Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose	50
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	50
A Realism Metric for Generated LiDAR Point Clouds	50
Learning Latent Part-Whole Hierarchies for Point Clouds	49
Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking	49
H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning	48
Weakly Supervised Training of Universal Visual Concepts for Multi-domain Semantic Segmentation	48
Learning to Prompt for Vision-Language Models	47
SeaFormer++: Squeeze-Enhanced Axial Transformer for Mobile Visual Recognition	47
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow	46
Towards Fine-Grained Optimal 3D Face Dense Registration: An Iterative Dividing and Diffusing Method	46
Image Matting and 3D Reconstruction in One Loop	46
Correction to: On the Arbitrary-Oriented Object Detection: Classification Based Approaches Revisited	44
A Generalized Contour Vibration Model for Building Extraction	44
Improving Domain Adaptation Through Class Aware Frequency Transformation	43
Modeling Scattering Effect for Under-Display Camera Image Restoration	43
Understanding Synonymous Referring Expressions via Contrastive Features	41

Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset	41
A Nonlinear, Regularized, and Data-independent Modulation for Continuously Interactive Image Processing Network	41
Beyond Learned Metadata-Based Raw Image Reconstruction	41
I2DFormer+: Learning Image to Document Summary Attention for Zero-Shot Image Classification	40
Control Color: Multimodal Diffusion-Based Interactive Image Colorization	40
A CNN Based Approach for the Point-Light Photometric Stereo Problem	39
Globally Correlation-Aware Hard Negative Generation	38
Basis Restricted Elastic Shape Analysis on the Space of Unregistered Surfaces	38
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model	37
Cyclic Refiner: Object-Aware Temporal Representation Learning for Multi-view 3D Detection and Tracking	37
Paragraph-to-Image Generation with Information-Enriched Diffusion Model	36
EfficientDeRain+: Learning Uncertainty-Aware Filtering via RainMix Augmentation for High-Efficiency Deraining	36
Advances in 3D Neural Stylization: A Survey	36
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-identification	35
WeakCLIP: Adapting CLIP for Weakly-Supervised Semantic Segmentation	35
RePCD-Net: Feature-Aware Recurrent Point Cloud Denoising Network	34
Correction: BaboonLand Dataset: Tracking Primates in the Wild and Automating Behaviour Recognition from Drone Videos	34
Generative Adversarial Network Applications in Industry 4.0: A Review	34
Robust Unpaired Image Dehazing via Density and Depth Decomposition	33
From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave	33
A Memory-Assisted Knowledge Transferring Framework with Curriculum Anticipation for Weakly Supervised Online Activity Detection	33
IEBins: Iterative Elastic Bins for Monocular Depth Estimation and Completion	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
Structured Binary Neural Networks for Image Recognition	32
A Region-Based Randers Geodesic Approach for Image Segmentation	32
Predictive Display for Teleoperation Based on Vector Fields Using Lidar-Camera Fusion	31
Weighted Joint Distribution Optimal Transport Based Domain Adaptation for Cross-Scenario Face Anti-Spoofing	31
A Family of Approaches for Full 3D Reconstruction of Objects with Complex Surface Reflectance	31
Investigating Self-Supervised Methods for Label-Efficient Learning	31
PartCom: Part Composition Learning for 3D Open-Set Recognition	31
InstaBoost++: Visual Coherence Principles for Unified 2D/3D Instance Level Data Augmentation	30
Few-Shot Referring Video Single- and Multi-Object Segmentation Via Cross-Modal Affinity with Instance Sequence Matching	29
WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models	29
Transformer-Based Context Condensation for Boosting Feature Pyramids in Object Detection	29
Distribution-Aware Margin Calibration for Semantic Segmentation in Images	29
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion	29
Shuffled Linear Regression with Outliers in Both Covariates and Responses	29
SHARP: Shape-Aware Reconstruction of People in Loose Clothing	28
An Optimal Transport View of Class-Imbalanced Visual Recognition	28
TokenPacker: Efficient Visual Projector for Multimodal LLM	28
Singularity Analysis for the Perspective-Four and Five-Line Problems	28
Exemplar-Free Lifelong Person Re-identification via Prompt-Guided Adaptive Knowledge Consolidation	28
Semantic Edge Detection with Diverse Deep Supervision	27
Beyond Image Prior: Embedding Noise Prior into Latent Space of Conditional Denoising Transformer	27
Deep Richardson–Lucy Deconvolution for Low-Light Image Deblurring	27
Countering Malicious DeepFakes: Survey, Battleground, and Horizon	26
CDistNet: Perceiving Multi-domain Character Distance for Robust Text Recognition	26
Blur Invariants for Image Recognition	26
LEO: Generative Latent Image Animator for Human Video Synthesis	26
Source-Free Domain Adaptation via Target Prediction Distribution Searching	26
Active Perception for Visual-Language Navigation	26
Correction: Continual Face Forgery Detection via Historical Distribution Preserving	25
Out-of-Distribution Detection with Virtual Outlier Smoothing	25
Editor’s Note: Special Issue on Computer Vision Approach for Animal Tracking and Modeling	25
Anti-Bandit for Neural Architecture Search	25
Robust Image Restoration with an Adaptive Huber Function Based Fidelity	25
Day2Dark: Pseudo-Supervised Activity Recognition Beyond Silent Daylight	25
Polynomial Implicit Neural Framework for Promoting Shape Awareness in Generative Models	24
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook	24
CLIP-Powered TASS: Target-Aware Single-Stream Network for Audio-Visual Question Answering	24
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network	24
Relation-Guided Adversarial Learning for Data-Free Knowledge Transfer	24
GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing	24
CT3D++: Improving 3D Object Detection with Keypoint-Induced Channel-wise Transformer	24
SMPL-IKS: A Mixed Analytical-Neural Inverse Kinematics Solver for 3D Human Mesh Recovery	23
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification	23
Self-Supervised Monocular Depth and Motion Learning in Dynamic Scenes: Semantic Prior to Rescue	23
LLMFormer: Large Language Model for Open-Vocabulary Semantic Segmentation	23
AgMTR: Agent Mining Transformer for Few-Shot Segmentation in Remote Sensing	23
Hard-Normal Example-Aware Template Mutual Matching for Industrial Anomaly Detection	23
Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding	23
Zero-Shot Learning on 3D Point Cloud Objects and Beyond	23
Correction: Variational Rectification Inference for Learning with Noisy Labels	23
Few-Shot Learning with Complex-Valued Neural Networks and Dependable Learning	23
Knowledge Distillation Meets Open-Set Semi-supervised Learning	23
Neural Architecture Search for Dense Prediction Tasks in Computer Vision	23
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification	23
Correction to: AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	23
General Class-Balanced Multicentric Dynamic Prototype Pseudo-Labeling for Source-Free Domain Adaptation	22

Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021)	22
Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection	22
Adversarial Learning Domain-Invariant Conditional Features for Robust Face Anti-spoofing	22
LiDAR-guided Geometric Pretraining for Vision-Centric 3D Object Detection	22
Leveraging Blur Information for Plenoptic Camera Calibration	21
AutoScale: Learning to Scale for Crowd Counting	21
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection	21
IMC-Det: Intra–Inter Modality Contrastive Learning for Video Object Detection	21
Image-Based Virtual Try-On: A Survey	21
Segment Anything in 3D with Radiance Fields	21
Sentimental Visual Captioning using Multimodal Transformer	21
Defending Against Adversarial Examples Via Modeling Adversarial Noise	21
Generalized Relative Pose and Scale from Affine Correspondences	21
Learning 3D Semantic Scene Graphs with Instance Embeddings	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
DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation	20
Single-View View Synthesis with Self-rectified Pseudo-Stereo	20
A Deeper Analysis of Volumetric Relightable Faces	20
Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos	20
Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification	20
Rethinking Open-World DeepFake Attribution with Multi-perspective Sensory Learning	20
Generalized Robot Vision-Language Model via Linguistic Foreground-Aware Contrast	20
Incremental Model Enhancement via Memory-based Contrastive Learning	19
Task Bias in Contrastive Vision-Language Models	19
Thread Counting in Plain Weave for Old Paintings Using Regression Deep Learning Models	19
Learning General and Specific Embedding with Transformer for Few-Shot Object Detection	19
Rethinking Out-of-Distribution Detection From a Human-Centric Perspective	19
RepSNet: A Nucleus Instance Segmentation Model Based on Boundary Regression and Structural Re-Parameterization	19
Perspective-1-Ellipsoid: Formulation, Analysis and Solutions of the Camera Pose Estimation Problem from One Ellipse-Ellipsoid Correspondence	19
Correction: Automatic Generation of 3D Scene Animation Based on Dynamic Knowledge Graphs and Contextual Encoding	19
Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark	19
Rethinking Open-Set Object Detection: Issues, A New Formulation, and Taxonomy	19
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes	18
NormAttention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention	18
Language-Aware Soft Prompting: Text-to-Text Optimization for Few- and Zero-Shot Adaptation of V &L Models	18
Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation	18
Multi-Modal 3D Object Detection in Autonomous Driving: A Survey	18
Not All Pixels are Equal: Learning Pixel Hardness for Semantic Segmentation	18
Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors	18
Visual Object Tracking in First Person Vision	17
Universal Prototype Transport for Zero-Shot Action Recognition and Localization	17
Attribute-Centric Compositional Text-to-Image Generation	17
Learning Sequence Representations by Non-local Recurrent Neural Memory	17
Guest Editorial: Special Issue on Biometrics Security and Privacy	17
Correction: Open-Vocabulary Text-Driven Human Image Generation	17
Self-supervised Scalable Deep Compressed Sensing	16
Transformer for Object Re-identification: A Survey	16
Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing	16
From Easy to Hard: Learning Curricular Shape-Aware Features for Robust Panoptic Scene Graph Generation	16
Mitigating Knowledge Discrepancies among Multiple Datasets for Task-agnostic Unified Face Alignment	16
DCP–NAS: Discrepant Child–Parent Neural Architecture Search for 1-bit CNNs	16
Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization	16
Diagnosing Human-Object Interaction Detectors	16
Learning Enriched Hop-Aware Correlation for Robust 3D Human Pose Estimation	16
Animal-CLIP: A Dual-Prompt Enhanced Vision-Language Model for Animal Action Recognition	16
Integrated Heterogeneous Graph Attention Network for Incomplete Multi-modal Clustering	16
CRCNet: Few-Shot Segmentation with Cross-Reference and Region–Global Conditional Networks	16
Action2video: Generating Videos of Human 3D Actions	16
VLPrompt-PSG: Vision-Language Prompting for Panoptic Scene Graph Generation	16
A General Paradigm with Detail-Preserving Conditional Invertible Network for Image Fusion	15
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-modal Manipulation	15
Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization	15
Semantic Contrastive Embedding for Generalized Zero-Shot Learning	15
FusionBooster: A Unified Image Fusion Boosting Paradigm	15
Audio-Visual Segmentation with Semantics	15
Domain-Agnostic Priors for Semantic Segmentation Under Unsupervised Domain Adaptation and Domain Generalization	15
Mamba Capsule Routing Towards Part-Whole Relational Camouflaged Object Detection	15
Position-Guided Point Cloud Panoptic Segmentation Transformer	15
Multi-Constraint Transferable Generative Adversarial Networks for Cross-Modal Brain Image Synthesis	15
Deep Learning-Based Image and Video Inpainting: A Survey	15
Few Annotated Pixels and Point Cloud Based Weakly Supervised Semantic Segmentation of Driving Scenes	14
Modality Confusion Learning: A Versatile Framework for Visible-Infrared Re-identification	14
Real-Time Neural Radiance Talking Portrait Synthesis via Audio-Spatial Decomposition	14
Multi-teacher Universal Distillation Based on Information Hiding for Defense Against Facial Manipulation	14
Deep Bingham Networks: Dealing with Uncertainty and Ambiguity in Pose Estimation	14
Multi-Text Guidance Is Important: Multi-Modality Image Fusion via Large Generative Vision-Language Model	14
Nonlocal Retinex-Based Variational Model and its Deep Unfolding Twin for Low-Light Image Enhancement	14
Warping the Residuals for Image Editing with StyleGAN	14
Compositional Prompting for Anti-Forgetting in Domain Incremental Learning	14
Of Mice and Mates: Automated Classification and Modelling of Mouse Behaviour in Groups Using a Single Model Across Cages	14
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement	14
What Do Visual Models Look At? Dilated Attention for Targeted Transferable Attacks	14
Towards Frame Rate Agnostic Multi-object Tracking	14
Interpretable Task-inspired Adaptive Filter Pruning for Neural Networks Under Multiple Constraints	14
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models	14
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-training	14
Open-Vocabulary Text-Driven Human Image Generation	14
Systematic Evaluation of Uncertainty Calibration in Pretrained Object Detectors	14
Are you Struggling? Dataset and Baselines for Struggle Determination in Assembly Videos	13
Learning Portrait Drawing with Unsupervised Parts	13
Unknown Support Prototype Set for Open Set Recognition	13
Single Pixel Spectral Color Constancy	13
Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional Neural Networks	13
Discriminatively Matched Part Tokens for Pointly Supervised Instance Segmentation	13