International Journal of Computer Vision

Article	Citations
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	1612
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	1175
Guest Editorial: Special Issue on Open-World Visual Recognition	1171
Instance-Aware Scene Layout Forecasting	489
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	400
Physical Representation Learning and Parameter Identification from Video Using Differentiable Physics	293
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	249
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	236
Correction: Multi-source-free Domain Adaptive Object Detection	210
Learning Text-to-Video Retrieval from Image Captioning	208
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	187
MoDA: Modeling Deformable 3D Objects from Casual Videos	161
Conditional Temporal Variational AutoEncoder for Action Video Prediction	160
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	148
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	142
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	140
Are Vision Transformers Robust to Spurious Correlations?	137
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	129
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	125
Learning with Enriched Inductive Biases for Vision-Language Models	119
RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion	117
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	113
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	111
Learning Extensible Series-Parallel Lookup Tables for Efficient Image Super-Resolution	105
Image Synthesis Under Limited Data: A Survey and Taxonomy	103

FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	102
Delving Deeper into Anti-Aliasing in ConvNets	98
EAN: Event Adaptive Network for Enhanced Action Recognition	95
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	94
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	92
Deep Image Deblurring: A Survey	92
Instance-dependent Label Distribution Estimation for Learning with Label Noise	85
A Minimal Solution for Image-Based Sphere Estimation	85
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	84
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	81
VideoQA in the Era of LLMs: An Empirical Study	72
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions	70
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	68
Relating View Directions of Complementary-View Mobile Cameras via the Human Shadow	67
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	65
ICEv2: Interpretability, Comprehensiveness, and Explainability in Vision Transformer	63
Semantic-Based Implicit Feature Transform for Few-Shot Classification	61
Feature Hallucination for Self-supervised Action Recognition	61
Bi-calibration Networks for Weakly-Supervised Video Representation Learning	61
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	60
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow	60
Diagram Perception Networks for Textbook Question Answering via Joint Optimization	59
Weakly Supervised Training of Universal Visual Concepts for Multi-domain Semantic Segmentation	56
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	54
A Realism Metric for Generated LiDAR Point Clouds	54
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	53
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	53
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	52
Learning Accurate Low-bit Quantization towards Efficient Computational Imaging	51
Learning Cooperative Neural Modules for Stylized Image Captioning	50
In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond	49
Learning Latent Part-Whole Hierarchies for Point Clouds	48
H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning	47
Correction: Consistent Prompt Tuning for Generalized Category Discovery	47
Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking	47
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	45
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	44
SRConvNet: A Transformer-Style ConvNet for Lightweight Image Super-Resolution	44
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild	43
Noise-Resistant Multimodal Transformer for Emotion Recognition	43
Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose	43
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	42
Learning to Prompt for Vision-Language Models	42
I2DFormer+: Learning Image to Document Summary Attention for Zero-Shot Image Classification	41
Image Matting and 3D Reconstruction in One Loop	41
Correction to: On the Arbitrary-Oriented Object Detection: Classification Based Approaches Revisited	41
Towards Fine-Grained Optimal 3D Face Dense Registration: An Iterative Dividing and Diffusing Method	41
SeaFormer++: Squeeze-Enhanced Axial Transformer for Mobile Visual Recognition	41
Basis Restricted Elastic Shape Analysis on the Space of Unregistered Surfaces	39
Understanding Synonymous Referring Expressions via Contrastive Features	39

Beyond Learned Metadata-Based Raw Image Reconstruction	39
Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset	38
A Nonlinear, Regularized, and Data-independent Modulation for Continuously Interactive Image Processing Network	38
Improving Domain Adaptation Through Class Aware Frequency Transformation	37
EfficientDeRain+: Learning Uncertainty-Aware Filtering via RainMix Augmentation for High-Efficiency Deraining	37
Modeling Scattering Effect for Under-Display Camera Image Restoration	37
Globally Correlation-Aware Hard Negative Generation	37
A CNN Based Approach for the Point-Light Photometric Stereo Problem	36
A Generalized Contour Vibration Model for Building Extraction	36
Paragraph-to-Image Generation with Information-Enriched Diffusion Model	36
From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave	35
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model	35
Control Color: Multimodal Diffusion-Based Interactive Image Colorization	34
Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild	33
Correction: BaboonLand Dataset: Tracking Primates in the Wild and Automating Behaviour Recognition from Drone Videos	33
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-identification	33
Generative Adversarial Network Applications in Industry 4.0: A Review	32
Advances in 3D Neural Stylization: A Survey	32
IEBins: Iterative Elastic Bins for Monocular Depth Estimation and Completion	31
A Memory-Assisted Knowledge Transferring Framework with Curriculum Anticipation for Weakly Supervised Online Activity Detection	30
RePCD-Net: Feature-Aware Recurrent Point Cloud Denoising Network	30
Structured Binary Neural Networks for Image Recognition	30
Cyclic Refiner: Object-Aware Temporal Representation Learning for Multi-view 3D Detection and Tracking	30
Robust Unpaired Image Dehazing via Density and Depth Decomposition	30
WeakCLIP: Adapting CLIP for Weakly-Supervised Semantic Segmentation	30
Guest Editorial: Special Issue on Computer Vision from 2D to 3D	29
Learning Box Regression and Mask Segmentation Under Long-Tailed Distribution with Gradient Transfusing	29
Investigating Self-Supervised Methods for Label-Efficient Learning	28
Assignment Flow for Order-Constrained OCT Segmentation	28
PartCom: Part Composition Learning for 3D Open-Set Recognition	28
Active Perception for Visual-Language Navigation	28
TokenPacker: Efficient Visual Projector for Multimodal LLM	28
A Family of Approaches for Full 3D Reconstruction of Objects with Complex Surface Reflectance	28
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion	27
SHARP: Shape-Aware Reconstruction of People in Loose Clothing	27
Few-Shot Referring Video Single- and Multi-Object Segmentation Via Cross-Modal Affinity with Instance Sequence Matching	27
Distribution-Aware Margin Calibration for Semantic Segmentation in Images	26
LEO: Generative Latent Image Animator for Human Video Synthesis	26
Weighted Joint Distribution Optimal Transport Based Domain Adaptation for Cross-Scenario Face Anti-Spoofing	26
An Optimal Transport View of Class-Imbalanced Visual Recognition	26
Source-Free Domain Adaptation via Target Prediction Distribution Searching	26
InstaBoost++: Visual Coherence Principles for Unified 2D/3D Instance Level Data Augmentation	26
Exemplar-Free Lifelong Person Re-identification via Prompt-Guided Adaptive Knowledge Consolidation	26
Transformer-Based Context Condensation for Boosting Feature Pyramids in Object Detection	26
Beyond Image Prior: Embedding Noise Prior into Latent Space of Conditional Denoising Transformer	25
WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models	25
Countering Malicious DeepFakes: Survey, Battleground, and Horizon	25
Singularity Analysis for the Perspective-Four and Five-Line Problems	25
CDistNet: Perceiving Multi-domain Character Distance for Robust Text Recognition	25
Shuffled Linear Regression with Outliers in Both Covariates and Responses	25
Semantic Edge Detection with Diverse Deep Supervision	25
Deep Richardson–Lucy Deconvolution for Low-Light Image Deblurring	25
Editor’s Note: Special Issue on Computer Vision Approach for Animal Tracking and Modeling	24
Predictive Display for Teleoperation Based on Vector Fields Using Lidar-Camera Fusion	24
Neural Architecture Search for Dense Prediction Tasks in Computer Vision	24
A Region-Based Randers Geodesic Approach for Image Segmentation	24
Blur Invariants for Image Recognition	24
Robust Image Restoration with an Adaptive Huber Function Based Fidelity	23
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network	23
Day2Dark: Pseudo-Supervised Activity Recognition Beyond Silent Daylight	23
CLIP-Powered TASS: Target-Aware Single-Stream Network for Audio-Visual Question Answering	23
Knowledge Distillation Meets Open-Set Semi-supervised Learning	23
Correction: Continual Face Forgery Detection via Historical Distribution Preserving	23
Out-of-Distribution Detection with Virtual Outlier Smoothing	23
Self-Supervised Monocular Depth and Motion Learning in Dynamic Scenes: Semantic Prior to Rescue	22
Hard-Normal Example-Aware Template Mutual Matching for Industrial Anomaly Detection	22
Polynomial Implicit Neural Framework for Promoting Shape Awareness in Generative Models	22
CT3D++: Improving 3D Object Detection with Keypoint-Induced Channel-wise Transformer	22
Relation-Guided Adversarial Learning for Data-Free Knowledge Transfer	22
Anti-Bandit for Neural Architecture Search	22
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook	22
LLMFormer: Large Language Model for Open-Vocabulary Semantic Segmentation	21
AgMTR: Agent Mining Transformer for Few-Shot Segmentation in Remote Sensing	21
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification	21
Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding	21
Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations	21
SMPL-IKS: A Mixed Analytical-Neural Inverse Kinematics Solver for 3D Human Mesh Recovery	21
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification	21
Few-Shot Learning with Complex-Valued Neural Networks and Dependable Learning	21
Zero-Shot Learning on 3D Point Cloud Objects and Beyond	20

A Deeper Analysis of Volumetric Relightable Faces	20
Correction to: AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	20
Correction: Variational Rectification Inference for Learning with Noisy Labels	20
DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation	19
Leveraging Blur Information for Plenoptic Camera Calibration	19
Learning General and Specific Embedding with Transformer for Few-Shot Object Detection	19
LiDAR-guided Geometric Pretraining for Vision-Centric 3D Object Detection	19
Adversarial Learning Domain-Invariant Conditional Features for Robust Face Anti-spoofing	19
Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification	19
IMC-Det: Intra–Inter Modality Contrastive Learning for Video Object Detection	19
Defending Against Adversarial Examples Via Modeling Adversarial Noise	19
Sentimental Visual Captioning using Multimodal Transformer	19
Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021)	19
Generalized Robot Vision-Language Model via Linguistic Foreground-Aware Contrast	18
Learning 3D Semantic Scene Graphs with Instance Embeddings	18
Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection	18
Generalized Relative Pose and Scale from Affine Correspondences	18
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection	18
Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos	18
Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement	18
Segment Anything in 3D with Radiance Fields	18
General Class-Balanced Multicentric Dynamic Prototype Pseudo-Labeling for Source-Free Domain Adaptation	18
Single-View View Synthesis with Self-rectified Pseudo-Stereo	17
Correction: Automatic Generation of 3D Scene Animation Based on Dynamic Knowledge Graphs and Contextual Encoding	17
Rethinking Open-World DeepFake Attribution with Multi-perspective Sensory Learning	17
RepSNet: A Nucleus Instance Segmentation Model Based on Boundary Regression and Structural Re-Parameterization	17
Not All Pixels are Equal: Learning Pixel Hardness for Semantic Segmentation	17
NormAttention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention	17
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks	17
Task Bias in Contrastive Vision-Language Models	17
AutoScale: Learning to Scale for Crowd Counting	17
Image-Based Virtual Try-On: A Survey	17
Language-Aware Soft Prompting: Text-to-Text Optimization for Few- and Zero-Shot Adaptation of V &L Models	16
Incremental Model Enhancement via Memory-based Contrastive Learning	16
Thread Counting in Plain Weave for Old Paintings Using Regression Deep Learning Models	16
Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation	16
Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors	16
Multi-Modal 3D Object Detection in Autonomous Driving: A Survey	16
Rethinking Out-of-Distribution Detection From a Human-Centric Perspective	16
Perspective-1-Ellipsoid: Formulation, Analysis and Solutions of the Camera Pose Estimation Problem from One Ellipse-Ellipsoid Correspondence	16
Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark	16
DCP–NAS: Discrepant Child–Parent Neural Architecture Search for 1-bit CNNs	16
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes	16
Rethinking Open-Set Object Detection: Issues, A New Formulation, and Taxonomy	16
Visual Object Tracking in First Person Vision	16
Learning Sequence Representations by Non-local Recurrent Neural Memory	15
FusionBooster: A Unified Image Fusion Boosting Paradigm	15
Correction: Open-Vocabulary Text-Driven Human Image Generation	15
Universal Prototype Transport for Zero-Shot Action Recognition and Localization	15
Mamba Capsule Routing Towards Part-Whole Relational Camouflaged Object Detection	14
Attribute-Centric Compositional Text-to-Image Generation	14
Diagnosing Human-Object Interaction Detectors	14
Semantic Contrastive Embedding for Generalized Zero-Shot Learning	14
Learning Enriched Hop-Aware Correlation for Robust 3D Human Pose Estimation	14
Deep Learning-Based Image and Video Inpainting: A Survey	14
Audio-Visual Segmentation with Semantics	14
Transformer for Object Re-identification: A Survey	14
From Easy to Hard: Learning Curricular Shape-Aware Features for Robust Panoptic Scene Graph Generation	14
Guest Editorial: Special Issue on Biometrics Security and Privacy	14
Animal-CLIP: A Dual-Prompt Enhanced Vision-Language Model for Animal Action Recognition	14
Action2video: Generating Videos of Human 3D Actions	14
Position-Guided Point Cloud Panoptic Segmentation Transformer	14
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-modal Manipulation	14
Multi-Constraint Transferable Generative Adversarial Networks for Cross-Modal Brain Image Synthesis	14
Self-supervised Scalable Deep Compressed Sensing	14
Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing	14
Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization	14
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition	13
SoftPool++: An Encoder–Decoder Network for Point Cloud Completion	13
Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization	13
CRCNet: Few-Shot Segmentation with Cross-Reference and Region–Global Conditional Networks	13
Of Mice and Mates: Automated Classification and Modelling of Mouse Behaviour in Groups Using a Single Model Across Cages	13
Towards Frame Rate Agnostic Multi-object Tracking	13
Learning a Robust Part-Aware Monocular 3D Human Pose Estimator via Neural Architecture Search	13
Compositional Prompting for Anti-Forgetting in Domain Incremental Learning	13
Domain-Agnostic Priors for Semantic Segmentation Under Unsupervised Domain Adaptation and Domain Generalization	13
A General Paradigm with Detail-Preserving Conditional Invertible Network for Image Fusion	13
Mitigating Knowledge Discrepancies among Multiple Datasets for Task-agnostic Unified Face Alignment	13
Deep Bingham Networks: Dealing with Uncertainty and Ambiguity in Pose Estimation	13
Few Annotated Pixels and Point Cloud Based Weakly Supervised Semantic Segmentation of Driving Scenes	13
Open-Vocabulary Text-Driven Human Image Generation	13
Systematic Evaluation of Uncertainty Calibration in Pretrained Object Detectors	13
Multi-teacher Universal Distillation Based on Information Hiding for Defense Against Facial Manipulation	13
VLPrompt-PSG: Vision-Language Prompting for Panoptic Scene Graph Generation	13
Integrated Heterogeneous Graph Attention Network for Incomplete Multi-modal Clustering	13
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement	13
Warping the Residuals for Image Editing with StyleGAN	13
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-training	12
Learning Portrait Drawing with Unsupervised Parts	12
What Do Visual Models Look At? Dilated Attention for Targeted Transferable Attacks	12
Real-Time Neural Radiance Talking Portrait Synthesis via Audio-Spatial Decomposition	12
Single Pixel Spectral Color Constancy	12
Interpretable Task-inspired Adaptive Filter Pruning for Neural Networks Under Multiple Constraints	12
Adaptive Deep PnP Algorithm for Video Snapshot Compressive Imaging	12
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models	12