International Journal of Computer Vision

Article	Citations
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	1260
A Minimal Solution for Image-Based Sphere Estimation	1082
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	1063
Guest Editorial: Special Issue on Open-World Visual Recognition	398
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	357
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	351
Instance-Aware Scene Layout Forecasting	243
Physical Representation Learning and Parameter Identification from Video Using Differentiable Physics	215
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	210
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	186
Correction: Multi-source-free Domain Adaptive Object Detection	161
Learning Text-to-Video Retrieval from Image Captioning	150
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	140
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	134
MoDA: Modeling Deformable 3D Objects from Casual Videos	128
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	127
Learning with Enriched Inductive Biases for Vision-Language Models	120
Image Synthesis Under Limited Data: A Survey and Taxonomy	111
Are Vision Transformers Robust to Spurious Correlations?	107
Conditional Temporal Variational AutoEncoder for Action Video Prediction	107
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	105
RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion	104
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	103
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	97
Instance-dependent Label Distribution Estimation for Learning with Label Noise	96

View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	96
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	88
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	88
EAN: Event Adaptive Network for Enhanced Action Recognition	88
Delving Deeper into Anti-Aliasing in ConvNets	87
Deep Image Deblurring: A Survey	85
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	84
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
Noise-Resistant Multimodal Transformer for Emotion Recognition	75
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation	69
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	66
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	66
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	64
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	64
ICEv2: Interpretability, Comprehensiveness, and Explainability in Vision Transformer	64
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	59
Weakly Supervised Training of Universal Visual Concepts for Multi-domain Semantic Segmentation	58
A Realism Metric for Generated LiDAR Point Clouds	57
Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking	57
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	57
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	53
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	51
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	50
Bi-calibration Networks for Weakly-Supervised Video Representation Learning	50
Learning Cooperative Neural Modules for Stylized Image Captioning	50
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
VideoQA in the Era of LLMs: An Empirical Study	46
H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning	43
Correction: Consistent Prompt Tuning for Generalized Category Discovery	42
Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose	41
Semantic-Based Implicit Feature Transform for Few-Shot Classification	41
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	40
SeaFormer++: Squeeze-Enhanced Axial Transformer for Mobile Visual Recognition	40
SRConvNet: A Transformer-Style ConvNet for Lightweight Image Super-Resolution	38
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow	38
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	37
Correction to: On the Arbitrary-Oriented Object Detection: Classification Based Approaches Revisited	37
In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond	37
Diagram Perception Networks for Textbook Question Answering via Joint Optimization	37
Learning to Prompt for Vision-Language Models	37
Relating View Directions of Complementary-View Mobile Cameras via the Human Shadow	37
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-identification	37
Basis Restricted Elastic Shape Analysis on the Space of Unregistered Surfaces	35
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model	35
WeakCLIP: Adapting CLIP for Weakly-Supervised Semantic Segmentation	34
Image Matting and 3D Reconstruction in One Loop	34
Cyclic Refiner: Object-Aware Temporal Representation Learning for Multi-view 3D Detection and Tracking	34
Improving Domain Adaptation Through Class Aware Frequency Transformation	34

I2DFormer+: Learning Image to Document Summary Attention for Zero-Shot Image Classification	34
Beyond Learned Metadata-Based Raw Image Reconstruction	34
Advances in 3D Neural Stylization: A Survey	34
Understanding Synonymous Referring Expressions via Contrastive Features	34
A Nonlinear, Regularized, and Data-independent Modulation for Continuously Interactive Image Processing Network	33
Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset	33
EfficientDeRain+: Learning Uncertainty-Aware Filtering via RainMix Augmentation for High-Efficiency Deraining	32
Paragraph-to-Image Generation with Information-Enriched Diffusion Model	32
Globally Correlation-Aware Hard Negative Generation	31
Towards Fine-Grained Optimal 3D Face Dense Registration: An Iterative Dividing and Diffusing Method	31
A Generalized Contour Vibration Model for Building Extraction	30
RePCD-Net: Feature-Aware Recurrent Point Cloud Denoising Network	30
A CNN Based Approach for the Point-Light Photometric Stereo Problem	30
Modeling Scattering Effect for Under-Display Camera Image Restoration	30
Robust Unpaired Image Dehazing via Density and Depth Decomposition	29
Generative Adversarial Network Applications in Industry 4.0: A Review	29
Deep Maximum a Posterior Estimator for Video Denoising	29
Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild	28
IEBins: Iterative Elastic Bins for Monocular Depth Estimation and Completion	28
Structured Binary Neural Networks for Image Recognition	28
Guest Editorial: Special Issue on Computer Vision from 2D to 3D	27
A Memory-Assisted Knowledge Transferring Framework with Curriculum Anticipation for Weakly Supervised Online Activity Detection	27
Learning Box Regression and Mask Segmentation Under Long-Tailed Distribution with Gradient Transfusing	27
Assignment Flow for Order-Constrained OCT Segmentation	26
PartCom: Part Composition Learning for 3D Open-Set Recognition	26
Blur Invariants for Image Recognition	26
Weighted Joint Distribution Optimal Transport Based Domain Adaptation for Cross-Scenario Face Anti-Spoofing	26
Few-Shot Referring Video Single- and Multi-Object Segmentation Via Cross-Modal Affinity with Instance Sequence Matching	25
An Optimal Transport View of Class-Imbalanced Visual Recognition	25
Exemplar-Free Lifelong Person Re-identification via Prompt-Guided Adaptive Knowledge Consolidation	25
Investigating Self-Supervised Methods for Label-Efficient Learning	25
Deep Richardson–Lucy Deconvolution for Low-Light Image Deblurring	25
CDistNet: Perceiving Multi-domain Character Distance for Robust Text Recognition	25
WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models	25
A Family of Approaches for Full 3D Reconstruction of Objects with Complex Surface Reflectance	25
Shuffled Linear Regression with Outliers in Both Covariates and Responses	24
Distribution-Aware Margin Calibration for Semantic Segmentation in Images	24
Transformer-Based Context Condensation for Boosting Feature Pyramids in Object Detection	24
Semantic Edge Detection with Diverse Deep Supervision	23
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion	23
InstaBoost++: Visual Coherence Principles for Unified 2D/3D Instance Level Data Augmentation	23
Singularity Analysis for the Perspective-Four and Five-Line Problems	23
SHARP: Shape-Aware Reconstruction of People in Loose Clothing	23
Deep Learning Geometry Compression Artifacts Removal for Video-Based Point Cloud Compression	23
Active Perception for Visual-Language Navigation	22
Editor’s Note: Special Issue on Computer Vision Approach for Animal Tracking and Modeling	22
Source-Free Domain Adaptation via Target Prediction Distribution Searching	22
A Region-Based Randers Geodesic Approach for Image Segmentation	22
Neural Architecture Search for Dense Prediction Tasks in Computer Vision	22
Countering Malicious DeepFakes: Survey, Battleground, and Horizon	22
LEO: Generative Latent Image Animator for Human Video Synthesis	22
CT3D++: Improving 3D Object Detection with Keypoint-Induced Channel-wise Transformer	21
Knowledge Distillation Meets Open-Set Semi-supervised Learning	21
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook	21
Robust Image Restoration with an Adaptive Huber Function Based Fidelity	21
Correction: Continual Face Forgery Detection via Historical Distribution Preserving	21
Day2Dark: Pseudo-Supervised Activity Recognition Beyond Silent Daylight	21
Anti-Bandit for Neural Architecture Search	21
Guest Editorial: Special Issue: Computer Vision and Pattern Recognition (DAGM GCPR 2019)	21
Out-of-Distribution Detection with Virtual Outlier Smoothing	21
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
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification	20
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network	20
Zero-Shot Learning on 3D Point Cloud Objects and Beyond	19
Self-Supervised Monocular Depth and Motion Learning in Dynamic Scenes: Semantic Prior to Rescue	19
Hard-Normal Example-Aware Template Mutual Matching for Industrial Anomaly Detection	19
Few-Shot Learning with Complex-Valued Neural Networks and Dependable Learning	19
Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding	19
Polynomial Implicit Neural Framework for Promoting Shape Awareness in Generative Models	19
Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations	19
Relation-Guided Adversarial Learning for Data-Free Knowledge Transfer	19
DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation	18
LLMFormer: Large Language Model for Open-Vocabulary Semantic Segmentation	18
Correction to: AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	18
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification	18
Correction: Variational Rectification Inference for Learning with Noisy Labels	18
LiDAR-guided Geometric Pretraining for Vision-Centric 3D Object Detection	17
Image-Based Virtual Try-On: A Survey	17
Learning General and Specific Embedding with Transformer for Few-Shot Object Detection	17

A Deeper Analysis of Volumetric Relightable Faces	17
IMC-Det: Intra–Inter Modality Contrastive Learning for Video Object Detection	17
Learning 3D Semantic Scene Graphs with Instance Embeddings	17
Single-View View Synthesis with Self-rectified Pseudo-Stereo	17
Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021)	17
Rethinking Open-World DeepFake Attribution with Multi-perspective Sensory Learning	17
Segment Anything in 3D with Radiance Fields	16
Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification	16
Leveraging Blur Information for Plenoptic Camera Calibration	16
Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos	16
Generalized Robot Vision-Language Model via Linguistic Foreground-Aware Contrast	16
Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement	16
Defending Against Adversarial Examples Via Modeling Adversarial Noise	16
General Class-Balanced Multicentric Dynamic Prototype Pseudo-Labeling for Source-Free Domain Adaptation	16
Sentimental Visual Captioning using Multimodal Transformer	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
Correction: Automatic Generation of 3D Scene Animation Based on Dynamic Knowledge Graphs and Contextual Encoding	15
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks	15
Language-Aware Soft Prompting: Text-to-Text Optimization for Few- and Zero-Shot Adaptation of V &L Models	15
Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation	15
RepSNet: A Nucleus Instance Segmentation Model Based on Boundary Regression and Structural Re-Parameterization	15
Visual Object Tracking in First Person Vision	15
Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection	15
Perspective-1-Ellipsoid: Formulation, Analysis and Solutions of the Camera Pose Estimation Problem from One Ellipse-Ellipsoid Correspondence	15
Incremental Model Enhancement via Memory-based Contrastive Learning	15
Rethinking Out-of-Distribution Detection From a Human-Centric Perspective	15
Task Bias in Contrastive Vision-Language Models	15
AutoScale: Learning to Scale for Crowd Counting	15
Not All Pixels are Equal: Learning Pixel Hardness for Semantic Segmentation	15
Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors	14
NormAttention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention	14
DCP–NAS: Discrepant Child–Parent Neural Architecture Search for 1-bit CNNs	14
Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark	14
Multi-Modal 3D Object Detection in Autonomous Driving: A Survey	14
Rethinking Open-Set Object Detection: Issues, A New Formulation, and Taxonomy	14
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes	14
Attribute-Centric Compositional Text-to-Image Generation	14
Self-supervised Scalable Deep Compressed Sensing	13
Position-Guided Point Cloud Panoptic Segmentation Transformer	13
Universal Prototype Transport for Zero-Shot Action Recognition and Localization	13
Integrated Heterogeneous Graph Attention Network for Incomplete Multi-modal Clustering	13
CRCNet: Few-Shot Segmentation with Cross-Reference and Region–Global Conditional Networks	13
Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization	13
A General Paradigm with Detail-Preserving Conditional Invertible Network for Image Fusion	13
From Easy to Hard: Learning Curricular Shape-Aware Features for Robust Panoptic Scene Graph Generation	13
Deep Learning-Based Image and Video Inpainting: A Survey	13
Correction: Open-Vocabulary Text-Driven Human Image Generation	13
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-modal Manipulation	13
Guest Editorial: Special Issue on Biometrics Security and Privacy	13
Transformer for Object Re-identification: A Survey	13
Learning Enriched Hop-Aware Correlation for Robust 3D Human Pose Estimation	13
FusionBooster: A Unified Image Fusion Boosting Paradigm	13
Multi-Constraint Transferable Generative Adversarial Networks for Cross-Modal Brain Image Synthesis	13
Diagnosing Human-Object Interaction Detectors	13
Learning Sequence Representations by Non-local Recurrent Neural Memory	13
Action2video: Generating Videos of Human 3D Actions	13
Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing	13
Semantic Contrastive Embedding for Generalized Zero-Shot Learning	13
Audio-Visual Segmentation with Semantics	13
Fast Ultra High-Definition Video Deblurring via Multi-scale Separable Network	12
Few Annotated Pixels and Point Cloud Based Weakly Supervised Semantic Segmentation of Driving Scenes	12
Just Recognizable Distortion for Machine Vision Oriented Image and Video Coding	12
DLOW: Domain Flow and Applications	12
Multi-teacher Universal Distillation Based on Information Hiding for Defense Against Facial Manipulation	12
Interpretable Task-inspired Adaptive Filter Pruning for Neural Networks Under Multiple Constraints	12
Systematic Evaluation of Uncertainty Calibration in Pretrained Object Detectors	12
Towards Frame Rate Agnostic Multi-object Tracking	12
Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing	12
Open-Vocabulary Text-Driven Human Image Generation	12
Compositional Prompting for Anti-Forgetting in Domain Incremental Learning	12
Domain-Agnostic Priors for Semantic Segmentation Under Unsupervised Domain Adaptation and Domain Generalization	12
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-training	12
Predicting Visual Political Bias Using Webly Supervised Data and an Auxiliary Task	12
Adaptive Deep PnP Algorithm for Video Snapshot Compressive Imaging	12
Universal Representations: A Unified Look at Multiple Task and Domain Learning	12
Deep Bingham Networks: Dealing with Uncertainty and Ambiguity in Pose Estimation	12
Multi-Text Guidance Is Important: Multi-Modality Image Fusion via Large Generative Vision-Language Model	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
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition	11
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement	11
A Survey on Long-Tailed Visual Recognition	11
Multi-view Consistent Generative Adversarial Networks for Compositional 3D-Aware Image Synthesis	11
Deep Hierarchical Learning for 3D Semantic Segmentation	11
Warping the Residuals for Image Editing with StyleGAN	11
Dual Graph Networks for Pose Estimation in Crowded Scenes	11
Unknown Support Prototype Set for Open Set Recognition	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
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models	11
Instance-Level Moving Object Segmentation from a Single Image with Events	11
Semi-Supervised Domain Generalization with Stochastic StyleMatch	11