International Journal of Computer Vision

Article	Citations
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	980
Guest Editorial: Special Issue on Open-World Visual Recognition	468
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	444
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	397
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	361
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	239
MoDA: Modeling Deformable 3D Objects from Casual Videos	214
Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting	213
Robust Averaging using Adaptive Annealing	202
Exocentric-to-Egocentric Adaptation for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs	200
AutoIT: Automated Image Tagging with Random Perturbation	196
Correction: Multi-source-free Domain Adaptive Object Detection	195
Invert Your Prompt: Editing-Aware Diffusion Inversion	176
Image-based Morphological Characterization of Filamentous Biological Structures with Non-constant Curvature Shape Feature	172
Learning Extensible Series-Parallel Lookup Tables for Efficient Image Super-Resolution	169
Large-Scale Pre-Trained Models Empowering Phrase Generalization in Temporal Sentence Localization	169
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	162
Instance-dependent Label Distribution Estimation for Learning with Label Noise	147
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	135
Correction: Hearing and Seeing Through CLIP: A Framework for Self-Supervised Sound Source Localization	134
A Minimal Solution for Image-Based Sphere Estimation	132
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	131
Learning Text-to-Video Retrieval from Image Captioning	130
Learning with Enriched Inductive Biases for Vision-Language Models	129
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	129

Conditional Temporal Variational AutoEncoder for Action Video Prediction	127
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	125
RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion	123
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	114
EAN: Event Adaptive Network for Enhanced Action Recognition	111
UniAttack: Unified Physical-Digital Face Attack Detection	103
Weakly Supervised Salient Object Detection with Text Supervision	99
Image Synthesis Under Limited Data: A Survey and Taxonomy	97
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	94
MPANet: Motion Pattern Aggregation Network for Gait Recognition	93
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	87
Delving Deeper into Anti-Aliasing in ConvNets	87
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	86
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	85
Are Vision Transformers Robust to Spurious Correlations?	80
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	79
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	78
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild	78
Relating View Directions of Complementary-View Mobile Cameras via the Human Shadow	77
In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond	76
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions	76
Learning Latent Part-Whole Hierarchies for Point Clouds	73
Bi-calibration Networks for Weakly-Supervised Video Representation Learning	71
Correction: Consistent Prompt Tuning for Generalized Category Discovery	71
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	68
Learning Accurate Low-bit Quantization towards Efficient Computational Imaging	68
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	67
CAS-AIR-3D: A Large-scale Low-quality Multi-modal Face Database	66
OmniDrag: Enabling Motion Control for Omnidirectional Image-to-Video Generation	64
Symmetria: A Synthetic Dataset for Learning in Point Clouds	61
Dynamic Knowledge Transfer for Mitigating Spurious Correlations in Deep Learning	60
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	58
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	58
Sample-efficient Audio-Visual Learning of Scene Acoustics	57
Diagram Perception Networks for Textbook Question Answering via Joint Optimization	57
AI killed the Video Star. Audio-Driven Diffusion Model for Expressive Talking Head Generation	57
Weakly Supervised Training of Universal Visual Concepts for Multi-domain Semantic Segmentation	56
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	56
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	55
Semantic-Based Implicit Feature Transform for Few-Shot Classification	54
Deep Learning-Based Object Pose Estimation: A Comprehensive Survey	54
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	53
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	53
Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking	50
A Motion-Based Compression and Tracking System for Video Camera Trap-Based Insect Behaviour Studies	50
VideoQA in the Era of LLMs: An Empirical Study	50
SeaFormer++: Squeeze-Enhanced Axial Transformer for Mobile Visual Recognition	49
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	49
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow	48
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	48

Exploring Decoupled Spatio-Temporal Consistency Learning and Self-Prompting Evolution for Self-Supervised Tracking	47
Noise-Resistant Multimodal Transformer for Emotion Recognition	47
Contrastive Mean Teacher for Robust Low-Light Image Enhancement	46
BTKD++: Beyond Teachers by Critically Distilling Knowledge from Teacher’s Bias	45
UIL-AQA: Uncertainty-Aware Clip-Level Interpretable Action Quality Assessment	44
Feature Hallucination for Self-supervised Action Recognition	44
Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose	44
ICEv2: Interpretability, Comprehensiveness, and Explainability in Vision Transformer	44
A Realism Metric for Generated LiDAR Point Clouds	43
SRConvNet: A Transformer-Style ConvNet for Lightweight Image Super-Resolution	43
Generative Adversarial Network Applications in Industry 4.0: A Review	42
Generalized Fine-Grained Category Discovery with Multi-Granularity Conceptual Experts	42
GLAD: Generative Language-Assisted Visual Tracking for Low-Semantic Templates	41
Basis Restricted Elastic Shape Analysis on the Space of Unregistered Surfaces	41
Robust Partial-to-Partial Point Cloud Registration with Overlapping Mask Learning	41
IEBins: Iterative Elastic Bins for Monocular Depth Estimation and Completion	41
Improving Domain Adaptation Through Class Aware Frequency Transformation	41
Paragraph-to-Image Generation with Information-Enriched Diffusion Model	41
Understanding Synonymous Referring Expressions via Contrastive Features	41
A Nonlinear, Regularized, and Data-independent Modulation for Continuously Interactive Image Processing Network	41
A Generalized Contour Vibration Model for Building Extraction	40
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation	40
Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset	40
Image Matting and 3D Reconstruction in One Loop	40
Focal Modulation for Image Restoration	39
Beyond Learned Metadata-Based Raw Image Reconstruction	39
Unveiling Deep Shadows: A Survey and Benchmark on Image and Video Shadow Detection, Removal, and Generation in the Deep Learning Era	38
Watching Swarm Dynamics from Above: A Framework for Advanced Object Tracking in Drone Videos	38
Modeling Scattering Effect for Under-Display Camera Image Restoration	38
Relaxed Knowledge Distillation	38
Cyclic Refiner: Object-Aware Temporal Representation Learning for Multi-view 3D Detection and Tracking	38
From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave	38
A CNN Based Approach for the Point-Light Photometric Stereo Problem	37
Advances in 3D Neural Stylization: A Survey	37
EfficientDeRain+: Learning Uncertainty-Aware Filtering via RainMix Augmentation for High-Efficiency Deraining	36
Towards Fine-Grained Optimal 3D Face Dense Registration: An Iterative Dividing and Diffusing Method	36
Control Color: Multimodal Diffusion-Based Interactive Image Colorization	36
Correction: BaboonLand Dataset: Tracking Primates in the Wild and Automating Behaviour Recognition from Drone Videos	34
Text2Scenes: Language-Guided Synthesis of Complex Indoor Scenes	34
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-identification	34
Globally Correlation-Aware Hard Negative Generation	34
Bigger Isn’t Always Better: Towards a General Prior for Medical Image Reconstruction	34
WeakCLIP: Adapting CLIP for Weakly-Supervised Semantic Segmentation	34
T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models	34
MedSegFM: A Generative Perspective for Lesion Segmentation via Flow Matching	34
Guest Editorial: Special Issue on Computer Vision from 2D to 3D	33
Robust Unpaired Image Dehazing via Density and Depth Decomposition	33
I2DFormer+: Learning Image to Document Summary Attention for Zero-Shot Image Classification	33
A Memory-Assisted Knowledge Transferring Framework with Curriculum Anticipation for Weakly Supervised Online Activity Detection	32
Weighted Joint Distribution Optimal Transport Based Domain Adaptation for Cross-Scenario Face Anti-Spoofing	32
Beyond Image Prior: Embedding Noise Prior into Latent Space of Conditional Denoising Transformer	32
Predictive Display for Teleoperation Based on Vector Fields Using Lidar-Camera Fusion	32
PartCom: Part Composition Learning for 3D Open-Set Recognition	32
Shuffled Linear Regression with Outliers in Both Covariates and Responses	32
Learning Box Regression and Mask Segmentation Under Long-Tailed Distribution with Gradient Transfusing	32
SHARP: Shape-Aware Reconstruction of People in Loose Clothing	32
Investigating Self-Supervised Methods for Label-Efficient Learning	32
A Region-Based Randers Geodesic Approach for Image Segmentation	31
Point-In-Context: Understanding Point Cloud via In-Context Learning	31
InstaBoost++: Visual Coherence Principles for Unified 2D/3D Instance Level Data Augmentation	31
Blur Invariants for Image Recognition	31
LEO: Generative Latent Image Animator for Human Video Synthesis	30
Object-Scene-Camera Decomposition and Recomposition for Data Efficient Monocular 3D Object Detection	30
Uncertainty-Aware and Decoupled Distillation for Semantic Segmentation	30
WildIng: A Wildlife Image Invariant Representation Model for Geographical Domain Shift	30
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion	30
Active Perception for Visual-Language Navigation	30
Universal Facial Landmark Detection by Landmark-Clustering Relation-Reasoning Transformer	29
Exemplar-Free Lifelong Person Re-identification via Prompt-Guided Adaptive Knowledge Consolidation	29
TokenPacker: Efficient Visual Projector for Multimodal LLM	29
CDistNet: Perceiving Multi-domain Character Distance for Robust Text Recognition	29
Correction: Training-Free Open-Vocabulary Semantic Segmentation with Context Pyramid Refinement	29
Deep Richardson–Lucy Deconvolution for Low-Light Image Deblurring	29
An Optimal Transport View of Class-Imbalanced Visual Recognition	29
Ultra-Lightweight Adaptive Bitrate Deep Video Compression	28
A Family of Approaches for Full 3D Reconstruction of Objects with Complex Surface Reflectance	28
Few-Shot Referring Video Single- and Multi-Object Segmentation Via Cross-Modal Affinity with Instance Sequence Matching	28
Transformer-Based Context Condensation for Boosting Feature Pyramids in Object Detection	28
Source-Free Domain Adaptation via Target Prediction Distribution Searching	27
Day2Dark: Pseudo-Supervised Activity Recognition Beyond Silent Daylight	27

Guest Editorial: Special Issue on Visual Datasets	27
Reconstructing a Sphere and the Camera Focal Length from a Single View by Fitting Planes	27
IPDiff: Diffusion-driven ORSI Salient Object Detection with Information Reconstruction and Multi-Prior Guidance	27
SMPL-IKS: A Mixed Analytical-Neural Inverse Kinematics Solver for 3D Human Mesh Recovery	27
Subspace Training Mitigates Gradient Noise Vulnerability	27
Few-Shot Learning with Complex-Valued Neural Networks and Dependable Learning	27
WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models	27
HACG: Leveraging Hierarchical Alignment and Caption Generation for Text-Video Retrieval	27
Editor’s Note: Special Issue on Computer Vision Approach for Animal Tracking and Modeling	27
Evidence Conflict Sampling for Open-set Active Learning	27
Editor’s Note: Special Issue on ACCV 2024	26
Polynomial Implicit Neural Framework for Promoting Shape Awareness in Generative Models	26
Robust Image Restoration with an Adaptive Huber Function Based Fidelity	26
Uniformity Preserving Transfer for Visual Prompt Tuning under Long-tailed Distribution	26
Neural Architecture Search for Dense Prediction Tasks in Computer Vision	26
Correction: Continual Face Forgery Detection via Historical Distribution Preserving	26
An Interactive Conversational 3D Virtual Human	26
A Novel Dataset and Lightweight Distillation Baseline for Highlight Transparent Object Detection	26
Anti-Bandit for Neural Architecture Search	26
AgMTR: Agent Mining Transformer for Few-Shot Segmentation in Remote Sensing	25
GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing	25
Out-of-Distribution Detection with Virtual Outlier Smoothing	25
Supervised Neural Style Transfer as an Augmentation Technique for Facial Landmark Detection	25
Knowledge Distillation Meets Open-Set Semi-supervised Learning	25
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification	25
Hard-Normal Example-Aware Template Mutual Matching for Industrial Anomaly Detection	25
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification	24
Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding	24
A Deeper Analysis of Volumetric Relightable Faces	24
Zero-Shot Learning on 3D Point Cloud Objects and Beyond	24
Looking Beyond Visible Cues: Implicit Video Question Answering via Dual-Clue Reasoning	24
Vector-Symbolic Architecture for Event-Based Optical Flow	24
CT3D++: Improving 3D Object Detection with Keypoint-Induced Channel-wise Transformer	24
CE-SDWV: Effective and Efficient Concept Erasure for Text-to-Image Diffusion Models via a Semantic-Driven Word Vocabulary	24
Generalized Relative Pose and Scale from Affine Correspondences	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
Relation-Guided Adversarial Learning for Data-Free Knowledge Transfer	24
Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021)	24
Unifying Viewgraph Sparsification and Disambiguation of Repeated Structures in Structure-from-Motion	24
LLMFormer: Large Language Model for Open-Vocabulary Semantic Segmentation	24
CamoVid60K: A Large-Scale Video Dataset for Moving Camouflaged Animals Understanding	23
Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection	23
DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation	23
Generalized Robot Vision-Language Model via Linguistic Foreground-Aware Contrast	23
Correction: Variational Rectification Inference for Learning with Noisy Labels	23
Structure-from-motion in micro-image domain for uncalibrated plenoptic 2.0 cameras	23
FourierMIL: Fourier Filtering-based Multiple Instance Learning for Whole Slide Image Analysis	23
Dynamic MAsk-Pruning Strategy for Source-Free Model Intellectual Property Protection	23
SLNMapping: Super Lightweight Neural Mapping in Large-Scale Scenes	23
Single-View View Synthesis with Self-rectified Pseudo-Stereo	22
AnyPattern: Towards In-context Image Copy Detection	22
HiPrompt: Tuning-free Higher-Resolution Generation with Hierarchical MLLM Prompts	22
Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos	22
Sentimental Visual Captioning using Multimodal Transformer	22
General Class-Balanced Multicentric Dynamic Prototype Pseudo-Labeling for Source-Free Domain Adaptation	22
Defending Against Adversarial Examples Via Modeling Adversarial Noise	22
Adversarial Learning Domain-Invariant Conditional Features for Robust Face Anti-spoofing	22
Image-Based Virtual Try-On: A Survey	22
UMCL: Unimodal-generated Multimodal Contrastive Learning for Cross-compression-rate Deepfake Detection	22
LiDAR-guided Geometric Pretraining for Vision-Centric 3D Object Detection	22
Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification	22
Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement	21
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks	21
Rethinking Open-World DeepFake Attribution with Multi-perspective Sensory Learning	21
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review	21
Visual-Geometric Collaborative Guidance for Affordance Learning	21
Single Image to Textured 3D Object Generation in Frequency Domain: From Theory to Pipeline	21
Correction: Scene Prior Filtering for Depth Super-Resolution	21
Learning General and Specific Embedding with Transformer for Few-Shot Object Detection	21
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection	21
RepSNet: A Nucleus Instance Segmentation Model Based on Boundary Regression and Structural Re-Parameterization	20
EMO-LLaMA: Enhancing Facial Emotion Understanding with Instruction Tuning	20
Rethinking Out-of-Distribution Detection From a Human-Centric Perspective	20
Towards Scene-Aware Video-to-Spatial Audio Generation	20
Hearing and Seeing Through CLIP: A Framework for Self-Supervised Sound Source Localization	20
A Generative Victim Model for Segmentation	20
Deep Learning-Based Point Cloud Registration: A Comprehensive Survey and Taxonomy	20
Rethinking Neuromorphic Object Detection with Hybrid Dynamic Interaction Transformers	20
Perspective-1-Ellipsoid: Formulation, Analysis and Solutions of the Camera Pose Estimation Problem from One Ellipse-Ellipsoid Correspondence	20
CompViT: Real-Time Compressed Video Action Recognition with Asymmetric Transformer Networks	20
Correction: Automatic Generation of 3D Scene Animation Based on Dynamic Knowledge Graphs and Contextual Encoding	20
Not All Pixels are Equal: Learning Pixel Hardness for Semantic Segmentation	20
Segment Anything in 3D with Radiance Fields	20
IMC-Det: Intra–Inter Modality Contrastive Learning for Video Object Detection	20
Thread Counting in Plain Weave for Old Paintings Using Regression Deep Learning Models	20
Vision-Language Efficient Tuning for Mitigating Catastrophic Forgetting in Multi-Modal Learning	20
Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization	20
Evidential Robust Feature Learning for Generalized Few-Shot Segmentation	19
A Survey of Multimodal Hallucination Evaluation and Detection	19
GS-VTON: Controllable 3D Virtual Try-on with Gaussian Splatting	19
Task Bias in Contrastive Vision-Language Models	19
GREx: Generalized Referring Expression Segmentation, Comprehension, and Generation	19
BayesAdapter: Enhanced Uncertainty Estimation in CLIP Few-Shot Adaptation	19
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports	19