International Journal of Computer Vision

Article	Citations
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	1422
A Minimal Solution for Image-Based Sphere Estimation	1140
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	1128
Guest Editorial: Special Issue on Open-World Visual Recognition	418
Instance-Aware Scene Layout Forecasting	388
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	267
Image Synthesis Under Limited Data: A Survey and Taxonomy	225
Physical Representation Learning and Parameter Identification from Video Using Differentiable Physics	225
Instance-dependent Label Distribution Estimation for Learning with Label Noise	198
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	188
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	158
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	148
Correction: Multi-source-free Domain Adaptive Object Detection	145
Learning Text-to-Video Retrieval from Image Captioning	135
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	134
MoDA: Modeling Deformable 3D Objects from Casual Videos	125
Conditional Temporal Variational AutoEncoder for Action Video Prediction	114
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	112
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	111
Learning with Enriched Inductive Biases for Vision-Language Models	110
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	109
RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion	109
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	105
Learning Extensible Series-Parallel Lookup Tables for Efficient Image Super-Resolution	98
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	95

EAN: Event Adaptive Network for Enhanced Action Recognition	93
Are Vision Transformers Robust to Spurious Correlations?	92
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	90
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	90
Deep Image Deblurring: A Survey	90
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	90
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	84
Delving Deeper into Anti-Aliasing in ConvNets	80
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	79
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	76
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	69
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	66
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	64
VideoQA in the Era of LLMs: An Empirical Study	63
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions	62
In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond	62
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	60
Relating View Directions of Complementary-View Mobile Cameras via the Human Shadow	57
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild	57
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	54
Weakly Supervised Training of Universal Visual Concepts for Multi-domain Semantic Segmentation	53
ICEv2: Interpretability, Comprehensiveness, and Explainability in Vision Transformer	53
A Realism Metric for Generated LiDAR Point Clouds	50
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	47
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	46
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	46
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	46
Learning Accurate Low-bit Quantization towards Efficient Computational Imaging	45
Bi-calibration Networks for Weakly-Supervised Video Representation Learning	45
Noise-Resistant Multimodal Transformer for Emotion Recognition	44
Semantic-Based Implicit Feature Transform for Few-Shot Classification	43
H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning	43
Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking	43
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	42
SeaFormer++: Squeeze-Enhanced Axial Transformer for Mobile Visual Recognition	42
Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose	42
Learning Latent Part-Whole Hierarchies for Point Clouds	42
Learning Cooperative Neural Modules for Stylized Image Captioning	41
Diagram Perception Networks for Textbook Question Answering via Joint Optimization	41
Correction: Consistent Prompt Tuning for Generalized Category Discovery	41
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow	40
Correction to: On the Arbitrary-Oriented Object Detection: Classification Based Approaches Revisited	39
Learning to Prompt for Vision-Language Models	39
SRConvNet: A Transformer-Style ConvNet for Lightweight Image Super-Resolution	39
Towards Fine-Grained Optimal 3D Face Dense Registration: An Iterative Dividing and Diffusing Method	38
I2DFormer+: Learning Image to Document Summary Attention for Zero-Shot Image Classification	38
Image Matting and 3D Reconstruction in One Loop	37
WeakCLIP: Adapting CLIP for Weakly-Supervised Semantic Segmentation	37
Advances in 3D Neural Stylization: A Survey	37
Paragraph-to-Image Generation with Information-Enriched Diffusion Model	36

Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-identification	36
Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild	36
Basis Restricted Elastic Shape Analysis on the Space of Unregistered Surfaces	36
Beyond Learned Metadata-Based Raw Image Reconstruction	35
RePCD-Net: Feature-Aware Recurrent Point Cloud Denoising Network	35
Cyclic Refiner: Object-Aware Temporal Representation Learning for Multi-view 3D Detection and Tracking	34
Understanding Synonymous Referring Expressions via Contrastive Features	34
Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset	34
A Nonlinear, Regularized, and Data-independent Modulation for Continuously Interactive Image Processing Network	33
Globally Correlation-Aware Hard Negative Generation	32
EfficientDeRain+: Learning Uncertainty-Aware Filtering via RainMix Augmentation for High-Efficiency Deraining	32
Deep Maximum a Posterior Estimator for Video Denoising	31
Modeling Scattering Effect for Under-Display Camera Image Restoration	31
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model	30
From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave	30
Robust Unpaired Image Dehazing via Density and Depth Decomposition	30
Improving Domain Adaptation Through Class Aware Frequency Transformation	30
A CNN Based Approach for the Point-Light Photometric Stereo Problem	30
IEBins: Iterative Elastic Bins for Monocular Depth Estimation and Completion	29
A Generalized Contour Vibration Model for Building Extraction	29
Structured Binary Neural Networks for Image Recognition	28
A Memory-Assisted Knowledge Transferring Framework with Curriculum Anticipation for Weakly Supervised Online Activity Detection	28
Correction: BaboonLand Dataset: Tracking Primates in the Wild and Automating Behaviour Recognition from Drone Videos	28
Generative Adversarial Network Applications in Industry 4.0: A Review	28
Guest Editorial: Special Issue on Computer Vision from 2D to 3D	28
Exemplar-Free Lifelong Person Re-identification via Prompt-Guided Adaptive Knowledge Consolidation	27
PartCom: Part Composition Learning for 3D Open-Set Recognition	27
Active Perception for Visual-Language Navigation	27
A Family of Approaches for Full 3D Reconstruction of Objects with Complex Surface Reflectance	27
Learning Box Regression and Mask Segmentation Under Long-Tailed Distribution with Gradient Transfusing	27
A Region-Based Randers Geodesic Approach for Image Segmentation	27
Assignment Flow for Order-Constrained OCT Segmentation	27
WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models	26
TokenPacker: Efficient Visual Projector for Multimodal LLM	26
Investigating Self-Supervised Methods for Label-Efficient Learning	26
Weighted Joint Distribution Optimal Transport Based Domain Adaptation for Cross-Scenario Face Anti-Spoofing	26
Deep Richardson–Lucy Deconvolution for Low-Light Image Deblurring	26
SHARP: Shape-Aware Reconstruction of People in Loose Clothing	26
LEO: Generative Latent Image Animator for Human Video Synthesis	26
Few-Shot Referring Video Single- and Multi-Object Segmentation Via Cross-Modal Affinity with Instance Sequence Matching	25
Singularity Analysis for the Perspective-Four and Five-Line Problems	25
An Optimal Transport View of Class-Imbalanced Visual Recognition	25
InstaBoost++: Visual Coherence Principles for Unified 2D/3D Instance Level Data Augmentation	25
Distribution-Aware Margin Calibration for Semantic Segmentation in Images	25
Transformer-Based Context Condensation for Boosting Feature Pyramids in Object Detection	24
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion	24
Source-Free Domain Adaptation via Target Prediction Distribution Searching	23
Shuffled Linear Regression with Outliers in Both Covariates and Responses	23
CDistNet: Perceiving Multi-domain Character Distance for Robust Text Recognition	23
Countering Malicious DeepFakes: Survey, Battleground, and Horizon	23
Deep Learning Geometry Compression Artifacts Removal for Video-Based Point Cloud Compression	22
Editor’s Note: Special Issue on Computer Vision Approach for Animal Tracking and Modeling	22
Knowledge Distillation Meets Open-Set Semi-supervised Learning	22
Semantic Edge Detection with Diverse Deep Supervision	22
Neural Architecture Search for Dense Prediction Tasks in Computer Vision	22
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification	22
Blur Invariants for Image Recognition	22
Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding	22
Correction: Continual Face Forgery Detection via Historical Distribution Preserving	22
Day2Dark: Pseudo-Supervised Activity Recognition Beyond Silent Daylight	21
Out-of-Distribution Detection with Virtual Outlier Smoothing	21
CLIP-Powered TASS: Target-Aware Single-Stream Network for Audio-Visual Question Answering	21
LLMFormer: Large Language Model for Open-Vocabulary Semantic Segmentation	21
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification	21
Hard-Normal Example-Aware Template Mutual Matching for Industrial Anomaly Detection	21
Polynomial Implicit Neural Framework for Promoting Shape Awareness in Generative Models	21
Robust Image Restoration with an Adaptive Huber Function Based Fidelity	21
Zero-Shot Learning on 3D Point Cloud Objects and Beyond	21
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network	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	20
AgMTR: Agent Mining Transformer for Few-Shot Segmentation in Remote Sensing	20
Relation-Guided Adversarial Learning for Data-Free Knowledge Transfer	20
CT3D++: Improving 3D Object Detection with Keypoint-Induced Channel-wise Transformer	20
Correction: Variational Rectification Inference for Learning with Noisy Labels	19
Self-Supervised Monocular Depth and Motion Learning in Dynamic Scenes: Semantic Prior to Rescue	19
Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations	19
Anti-Bandit for Neural Architecture Search	19
Few-Shot Learning with Complex-Valued Neural Networks and Dependable Learning	19
A Deeper Analysis of Volumetric Relightable Faces	18

DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation	18
Image-Based Virtual Try-On: A Survey	18
Correction to: AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	18
IMC-Det: Intra–Inter Modality Contrastive Learning for Video Object Detection	18
General Class-Balanced Multicentric Dynamic Prototype Pseudo-Labeling for Source-Free Domain Adaptation	18
Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021)	18
Rethinking Open-World DeepFake Attribution with Multi-perspective Sensory Learning	18
Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification	18
LiDAR-guided Geometric Pretraining for Vision-Centric 3D Object Detection	18
Leveraging Blur Information for Plenoptic Camera Calibration	17
Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection	17
Generalized Robot Vision-Language Model via Linguistic Foreground-Aware Contrast	17
Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos	17
Defending Against Adversarial Examples Via Modeling Adversarial Noise	17
Sentimental Visual Captioning using Multimodal Transformer	17
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks	17
Rethinking Open-Set Object Detection: Issues, A New Formulation, and Taxonomy	16
Not All Pixels are Equal: Learning Pixel Hardness for Semantic Segmentation	16
Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement	16
Segment Anything in 3D with Radiance Fields	16
Correction: Automatic Generation of 3D Scene Animation Based on Dynamic Knowledge Graphs and Contextual Encoding	16
Perspective-1-Ellipsoid: Formulation, Analysis and Solutions of the Camera Pose Estimation Problem from One Ellipse-Ellipsoid Correspondence	16
Thread Counting in Plain Weave for Old Paintings Using Regression Deep Learning Models	16
AutoScale: Learning to Scale for Crowd Counting	16
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection	16
Adversarial Learning Domain-Invariant Conditional Features for Robust Face Anti-spoofing	16
Generalized Relative Pose and Scale from Affine Correspondences	16
Visual Object Tracking in First Person Vision	16
RepSNet: A Nucleus Instance Segmentation Model Based on Boundary Regression and Structural Re-Parameterization	16
Task Bias in Contrastive Vision-Language Models	16
Learning 3D Semantic Scene Graphs with Instance Embeddings	16
Single-View View Synthesis with Self-rectified Pseudo-Stereo	16
Learning General and Specific Embedding with Transformer for Few-Shot Object Detection	16
Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation	16
Learning Sequence Representations by Non-local Recurrent Neural Memory	15
NormAttention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention	15
Incremental Model Enhancement via Memory-based Contrastive Learning	15
Language-Aware Soft Prompting: Text-to-Text Optimization for Few- and Zero-Shot Adaptation of V &L Models	15
DCP–NAS: Discrepant Child–Parent Neural Architecture Search for 1-bit CNNs	15
Correction: Open-Vocabulary Text-Driven Human Image Generation	15
Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors	15
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes	15
Universal Prototype Transport for Zero-Shot Action Recognition and Localization	15
FusionBooster: A Unified Image Fusion Boosting Paradigm	15
Multi-Modal 3D Object Detection in Autonomous Driving: A Survey	15
Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark	15
Rethinking Out-of-Distribution Detection From a Human-Centric Perspective	15
CRCNet: Few-Shot Segmentation with Cross-Reference and Region–Global Conditional Networks	14
Mamba Capsule Routing Towards Part-Whole Relational Camouflaged Object Detection	14
Animal-CLIP: A Dual-Prompt Enhanced Vision-Language Model for Animal Action Recognition	14
Action2video: Generating Videos of Human 3D Actions	14
Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization	14
A General Paradigm with Detail-Preserving Conditional Invertible Network for Image Fusion	14
Self-supervised Scalable Deep Compressed Sensing	14
Diagnosing Human-Object Interaction Detectors	14
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-modal Manipulation	14
Position-Guided Point Cloud Panoptic Segmentation Transformer	14
Transformer for Object Re-identification: A Survey	14
Learning Enriched Hop-Aware Correlation for Robust 3D Human Pose Estimation	14
Multi-Constraint Transferable Generative Adversarial Networks for Cross-Modal Brain Image Synthesis	14
SoftPool++: An Encoder–Decoder Network for Point Cloud Completion	13
Systematic Evaluation of Uncertainty Calibration in Pretrained Object Detectors	13
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models	13
Learning a Robust Part-Aware Monocular 3D Human Pose Estimator via Neural Architecture Search	13
Audio-Visual Segmentation with Semantics	13
Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing	13
From Easy to Hard: Learning Curricular Shape-Aware Features for Robust Panoptic Scene Graph Generation	13
Integrated Heterogeneous Graph Attention Network for Incomplete Multi-modal Clustering	13
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-training	13
Predicting Visual Political Bias Using Webly Supervised Data and an Auxiliary Task	13
Just Recognizable Distortion for Machine Vision Oriented Image and Video Coding	13
Deep Learning-Based Image and Video Inpainting: A Survey	13
Semantic Contrastive Embedding for Generalized Zero-Shot Learning	13
Guest Editorial: Special Issue on Biometrics Security and Privacy	13
Domain-Agnostic Priors for Semantic Segmentation Under Unsupervised Domain Adaptation and Domain Generalization	13
Of Mice and Mates: Automated Classification and Modelling of Mouse Behaviour in Groups Using a Single Model Across Cages	13
Deep Bingham Networks: Dealing with Uncertainty and Ambiguity in Pose Estimation	13
Warping the Residuals for Image Editing with StyleGAN	13
Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization	13
Attribute-Centric Compositional Text-to-Image Generation	13
Multi-teacher Universal Distillation Based on Information Hiding for Defense Against Facial Manipulation	13
Multi-Text Guidance Is Important: Multi-Modality Image Fusion via Large Generative Vision-Language Model	12
Interpretable Task-inspired Adaptive Filter Pruning for Neural Networks Under Multiple Constraints	12
Real-Time Neural Radiance Talking Portrait Synthesis via Audio-Spatial Decomposition	12
Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing	12
Few Annotated Pixels and Point Cloud Based Weakly Supervised Semantic Segmentation of Driving Scenes	12
Universal Representations: A Unified Look at Multiple Task and Domain Learning	12
Open-Vocabulary Text-Driven Human Image Generation	12
DLOW: Domain Flow and Applications	12
Fast Ultra High-Definition Video Deblurring via Multi-scale Separable Network	12
Dual Graph Networks for Pose Estimation in Crowded Scenes	12
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition	12
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement	12
Compositional Prompting for Anti-Forgetting in Domain Incremental Learning	12
Adaptive Deep PnP Algorithm for Video Snapshot Compressive Imaging	12