International Journal of Computer Vision

Article	Citations
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	2060
Instance-Aware Scene Layout Forecasting	646
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	450
Guest Editorial: Special Issue on Open-World Visual Recognition	355
Learning Extensible Series-Parallel Lookup Tables for Efficient Image Super-Resolution	291
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	286
RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion	274
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	259
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	232
Correction: Multi-source-free Domain Adaptive Object Detection	188
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	181
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	170
Are Vision Transformers Robust to Spurious Correlations?	159
Image Synthesis Under Limited Data: A Survey and Taxonomy	158
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	146
MoDA: Modeling Deformable 3D Objects from Casual Videos	141
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	140
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	140
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	134
A Minimal Solution for Image-Based Sphere Estimation	128
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	128
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	112
Instance-dependent Label Distribution Estimation for Learning with Label Noise	111
Learning with Enriched Inductive Biases for Vision-Language Models	109
Conditional Temporal Variational AutoEncoder for Action Video Prediction	109

Delving Deeper into Anti-Aliasing in ConvNets	103
EAN: Event Adaptive Network for Enhanced Action Recognition	102
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	100
Learning Text-to-Video Retrieval from Image Captioning	99
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	99
Image-based Morphological Characterization of Filamentous Biological Structures with Non-constant Curvature Shape Feature	98
Deep Image Deblurring: A Survey	97
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	92
Learning Accurate Low-bit Quantization towards Efficient Computational Imaging	88
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	86
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	85
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	84
Feature Hallucination for Self-supervised Action Recognition	83
H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning	81
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild	81
Semantic-Based Implicit Feature Transform for Few-Shot Classification	76
A Realism Metric for Generated LiDAR Point Clouds	74
Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose	74
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	72
SRConvNet: A Transformer-Style ConvNet for Lightweight Image Super-Resolution	71
UIL-AQA: Uncertainty-Aware Clip-Level Interpretable Action Quality Assessment	70
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions	69
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	68
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	67
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	67
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	65
ICEv2: Interpretability, Comprehensiveness, and Explainability in Vision Transformer	64
Correction: Consistent Prompt Tuning for Generalized Category Discovery	63
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	62
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	60
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	59
Bi-calibration Networks for Weakly-Supervised Video Representation Learning	57
Learning Cooperative Neural Modules for Stylized Image Captioning	56
Noise-Resistant Multimodal Transformer for Emotion Recognition	55
Relating View Directions of Complementary-View Mobile Cameras via the Human Shadow	55
Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking	54
Weakly Supervised Training of Universal Visual Concepts for Multi-domain Semantic Segmentation	53
Learning Latent Part-Whole Hierarchies for Point Clouds	53
VideoQA in the Era of LLMs: An Empirical Study	53
In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond	53
Diagram Perception Networks for Textbook Question Answering via Joint Optimization	51
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	51
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow	49
SeaFormer++: Squeeze-Enhanced Axial Transformer for Mobile Visual Recognition	49
Learning to Prompt for Vision-Language Models	49
Image Matting and 3D Reconstruction in One Loop	48
Towards Fine-Grained Optimal 3D Face Dense Registration: An Iterative Dividing and Diffusing Method	47
Modeling Scattering Effect for Under-Display Camera Image Restoration	46
A Generalized Contour Vibration Model for Building Extraction	46
Correction to: On the Arbitrary-Oriented Object Detection: Classification Based Approaches Revisited	46

A Nonlinear, Regularized, and Data-independent Modulation for Continuously Interactive Image Processing Network	45
Beyond Learned Metadata-Based Raw Image Reconstruction	45
A CNN Based Approach for the Point-Light Photometric Stereo Problem	44
Cyclic Refiner: Object-Aware Temporal Representation Learning for Multi-view 3D Detection and Tracking	43
Control Color: Multimodal Diffusion-Based Interactive Image Colorization	42
I2DFormer+: Learning Image to Document Summary Attention for Zero-Shot Image Classification	41
Correction: BaboonLand Dataset: Tracking Primates in the Wild and Automating Behaviour Recognition from Drone Videos	40
Understanding Synonymous Referring Expressions via Contrastive Features	40
RePCD-Net: Feature-Aware Recurrent Point Cloud Denoising Network	40
Basis Restricted Elastic Shape Analysis on the Space of Unregistered Surfaces	40
Globally Correlation-Aware Hard Negative Generation	39
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-identification	38
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model	37
Paragraph-to-Image Generation with Information-Enriched Diffusion Model	37
EfficientDeRain+: Learning Uncertainty-Aware Filtering via RainMix Augmentation for High-Efficiency Deraining	37
Generative Adversarial Network Applications in Industry 4.0: A Review	37
Robust Unpaired Image Dehazing via Density and Depth Decomposition	36
WeakCLIP: Adapting CLIP for Weakly-Supervised Semantic Segmentation	36
IEBins: Iterative Elastic Bins for Monocular Depth Estimation and Completion	36
From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave	36
Focal Modulation for Image Restoration	36
Improving Domain Adaptation Through Class Aware Frequency Transformation	36
Advances in 3D Neural Stylization: A Survey	35
A Memory-Assisted Knowledge Transferring Framework with Curriculum Anticipation for Weakly Supervised Online Activity Detection	35
Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset	35
Guest Editorial: Special Issue on Computer Vision from 2D to 3D	34
A Family of Approaches for Full 3D Reconstruction of Objects with Complex Surface Reflectance	33
Structured Binary Neural Networks for Image Recognition	33
Weighted Joint Distribution Optimal Transport Based Domain Adaptation for Cross-Scenario Face Anti-Spoofing	33
Learning Box Regression and Mask Segmentation Under Long-Tailed Distribution with Gradient Transfusing	33
Investigating Self-Supervised Methods for Label-Efficient Learning	33
InstaBoost++: Visual Coherence Principles for Unified 2D/3D Instance Level Data Augmentation	32
Few-Shot Referring Video Single- and Multi-Object Segmentation Via Cross-Modal Affinity with Instance Sequence Matching	32
Singularity Analysis for the Perspective-Four and Five-Line Problems	31
An Optimal Transport View of Class-Imbalanced Visual Recognition	31
Beyond Image Prior: Embedding Noise Prior into Latent Space of Conditional Denoising Transformer	31
Shuffled Linear Regression with Outliers in Both Covariates and Responses	30
Exemplar-Free Lifelong Person Re-identification via Prompt-Guided Adaptive Knowledge Consolidation	30
Deep Richardson–Lucy Deconvolution for Low-Light Image Deblurring	30
Active Perception for Visual-Language Navigation	30
Uncertainty-Aware and Decoupled Distillation for Semantic Segmentation	30
Blur Invariants for Image Recognition	30
Predictive Display for Teleoperation Based on Vector Fields Using Lidar-Camera Fusion	29
CDistNet: Perceiving Multi-domain Character Distance for Robust Text Recognition	29
Countering Malicious DeepFakes: Survey, Battleground, and Horizon	29
PartCom: Part Composition Learning for 3D Open-Set Recognition	29
TokenPacker: Efficient Visual Projector for Multimodal LLM	29
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion	29
SHARP: Shape-Aware Reconstruction of People in Loose Clothing	29
Transformer-Based Context Condensation for Boosting Feature Pyramids in Object Detection	29
A Region-Based Randers Geodesic Approach for Image Segmentation	29
LEO: Generative Latent Image Animator for Human Video Synthesis	29
WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models	28
Out-of-Distribution Detection with Virtual Outlier Smoothing	28
Source-Free Domain Adaptation via Target Prediction Distribution Searching	28
Anti-Bandit for Neural Architecture Search	28
Editor’s Note: Special Issue on Computer Vision Approach for Animal Tracking and Modeling	28
Day2Dark: Pseudo-Supervised Activity Recognition Beyond Silent Daylight	28
Polynomial Implicit Neural Framework for Promoting Shape Awareness in Generative Models	27
SMPL-IKS: A Mixed Analytical-Neural Inverse Kinematics Solver for 3D Human Mesh Recovery	27
CLIP-Powered TASS: Target-Aware Single-Stream Network for Audio-Visual Question Answering	27
Relation-Guided Adversarial Learning for Data-Free Knowledge Transfer	27
GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing	27
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network	27
Correction: Continual Face Forgery Detection via Historical Distribution Preserving	26
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification	26
Hard-Normal Example-Aware Template Mutual Matching for Industrial Anomaly Detection	26
Few-Shot Learning with Complex-Valued Neural Networks and Dependable Learning	26
Robust Image Restoration with an Adaptive Huber Function Based Fidelity	26
AgMTR: Agent Mining Transformer for Few-Shot Segmentation in Remote Sensing	25
Neural Architecture Search for Dense Prediction Tasks in Computer Vision	25
CT3D++: Improving 3D Object Detection with Keypoint-Induced Channel-wise Transformer	25
Correction to: AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	24
Self-Supervised Monocular Depth and Motion Learning in Dynamic Scenes: Semantic Prior to Rescue	24
Subspace Training Mitigates Gradient Noise Vulnerability	24
Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding	24
LLMFormer: Large Language Model for Open-Vocabulary Semantic Segmentation	24
Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021)	24
Knowledge Distillation Meets Open-Set Semi-supervised Learning	24
Guest Editorial: Special Issue on Visual Datasets	24

Correction: Variational Rectification Inference for Learning with Noisy Labels	24
LiDAR-guided Geometric Pretraining for Vision-Centric 3D Object Detection	24
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook	24
Zero-Shot Learning on 3D Point Cloud Objects and Beyond	24
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification	24
Sentimental Visual Captioning using Multimodal Transformer	23
Learning 3D Semantic Scene Graphs with Instance Embeddings	23
General Class-Balanced Multicentric Dynamic Prototype Pseudo-Labeling for Source-Free Domain Adaptation	23
IMC-Det: Intra–Inter Modality Contrastive Learning for Video Object Detection	23
Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos	23
Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification	23
Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection	22
Generalized Relative Pose and Scale from Affine Correspondences	22
Leveraging Blur Information for Plenoptic Camera Calibration	22
Generalized Robot Vision-Language Model via Linguistic Foreground-Aware Contrast	22
DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation	22
Defending Against Adversarial Examples Via Modeling Adversarial Noise	21
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection	21
Segment Anything in 3D with Radiance Fields	21
Single-View View Synthesis with Self-rectified Pseudo-Stereo	21
Image-Based Virtual Try-On: A Survey	21
FourierMIL: Fourier Filtering-based Multiple Instance Learning for Whole Slide Image Analysis	21
Rethinking Open-World DeepFake Attribution with Multi-perspective Sensory Learning	21
A Deeper Analysis of Volumetric Relightable Faces	21
AutoScale: Learning to Scale for Crowd Counting	20
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks	20
Task Bias in Contrastive Vision-Language Models	20
Thread Counting in Plain Weave for Old Paintings Using Regression Deep Learning Models	20
Learning General and Specific Embedding with Transformer for Few-Shot Object Detection	20
Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement	20
RepSNet: A Nucleus Instance Segmentation Model Based on Boundary Regression and Structural Re-Parameterization	20
Adversarial Learning Domain-Invariant Conditional Features for Robust Face Anti-spoofing	20
Correction: Automatic Generation of 3D Scene Animation Based on Dynamic Knowledge Graphs and Contextual Encoding	20
Rethinking Open-Set Object Detection: Issues, A New Formulation, and Taxonomy	20
Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation	19
Incremental Model Enhancement via Memory-based Contrastive Learning	19
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes	19
Language-Aware Soft Prompting: Text-to-Text Optimization for Few- and Zero-Shot Adaptation of V &L Models	19
Perspective-1-Ellipsoid: Formulation, Analysis and Solutions of the Camera Pose Estimation Problem from One Ellipse-Ellipsoid Correspondence	19
NormAttention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention	19
Visual Object Tracking in First Person Vision	19
Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors	19
Multi-Modal 3D Object Detection in Autonomous Driving: A Survey	19
Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark	19
Not All Pixels are Equal: Learning Pixel Hardness for Semantic Segmentation	19
Rethinking Out-of-Distribution Detection From a Human-Centric Perspective	19
Correction: Open-Vocabulary Text-Driven Human Image Generation	18
From Easy to Hard: Learning Curricular Shape-Aware Features for Robust Panoptic Scene Graph Generation	18
Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization	18
Learning Sequence Representations by Non-local Recurrent Neural Memory	18
Universal Prototype Transport for Zero-Shot Action Recognition and Localization	18
Animal-CLIP: A Dual-Prompt Enhanced Vision-Language Model for Animal Action Recognition	18
Guest Editorial: Special Issue on Biometrics Security and Privacy	18
Semantic Contrastive Embedding for Generalized Zero-Shot Learning	18
Learning Enriched Hop-Aware Correlation for Robust 3D Human Pose Estimation	17
Mitigating Knowledge Discrepancies among Multiple Datasets for Task-agnostic Unified Face Alignment	17
Audio-Visual Segmentation with Semantics	17
Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing	17
Action2video: Generating Videos of Human 3D Actions	17
Integrated Heterogeneous Graph Attention Network for Incomplete Multi-modal Clustering	17
CRCNet: Few-Shot Segmentation with Cross-Reference and Region–Global Conditional Networks	17
VLPrompt-PSG: Vision-Language Prompting for Panoptic Scene Graph Generation	17
FusionBooster: A Unified Image Fusion Boosting Paradigm	16
Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization	16
Deep Learning-Based Image and Video Inpainting: A Survey	16
Attribute-Centric Compositional Text-to-Image Generation	16
Transformer for Object Re-identification: A Survey	16
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-modal Manipulation	16
Multi-Constraint Transferable Generative Adversarial Networks for Cross-Modal Brain Image Synthesis	16
Diagnosing Human-Object Interaction Detectors	16
Domain-Agnostic Priors for Semantic Segmentation Under Unsupervised Domain Adaptation and Domain Generalization	16
Mamba Capsule Routing Towards Part-Whole Relational Camouflaged Object Detection	16
Self-supervised Scalable Deep Compressed Sensing	16
A General Paradigm with Detail-Preserving Conditional Invertible Network for Image Fusion	16
DCP–NAS: Discrepant Child–Parent Neural Architecture Search for 1-bit CNNs	16
Systematic Evaluation of Uncertainty Calibration in Pretrained Object Detectors	16
Position-Guided Point Cloud Panoptic Segmentation Transformer	16
Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing	15
SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models	15
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement	15
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-training	15
Fast Ultra High-Definition Video Deblurring via Multi-scale Separable Network	15
Warping the Residuals for Image Editing with StyleGAN	15
A Survey on Long-Tailed Visual Recognition	15
Open-Vocabulary Text-Driven Human Image Generation	15
Interpretable Task-inspired Adaptive Filter Pruning for Neural Networks Under Multiple Constraints	15
Real-Time Neural Radiance Talking Portrait Synthesis via Audio-Spatial Decomposition	15
Deep Bingham Networks: Dealing with Uncertainty and Ambiguity in Pose Estimation	15
Few Annotated Pixels and Point Cloud Based Weakly Supervised Semantic Segmentation of Driving Scenes	15
Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs	15
SoftPool++: An Encoder–Decoder Network for Point Cloud Completion	15
Multi-Text Guidance Is Important: Multi-Modality Image Fusion via Large Generative Vision-Language Model	15
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition	15
Towards Frame Rate Agnostic Multi-object Tracking	15
Towards High-Resolution Specular Highlight Detection	14