OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Computer Vision is 58. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	2507
Guest Editorial: Special Issue on Open-World Visual Recognition	822
Correction: Hearing and Seeing Through CLIP: A Framework for Self-Supervised Sound Source Localization	407
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	382
MoDA: Modeling Deformable 3D Objects from Casual Videos	357
Correction: Multi-source-free Domain Adaptive Object Detection	339
Learning with Enriched Inductive Biases for Vision-Language Models	305
Conditional Temporal Variational AutoEncoder for Action Video Prediction	217
Instance-dependent Label Distribution Estimation for Learning with Label Noise	201
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	193
Invert Your Prompt: Editing-Aware Diffusion Inversion	179
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	172
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	162
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	157
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	153
Image Synthesis Under Limited Data: A Survey and Taxonomy	153
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	150
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	146
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	139
Image-based Morphological Characterization of Filamentous Biological Structures with Non-constant Curvature Shape Feature	137
Large-Scale Pre-Trained Models Empowering Phrase Generalization in Temporal Sentence Localization	128
Weakly Supervised Salient Object Detection with Text Supervision	127
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	126
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	126
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	126

RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion	123
EAN: Event Adaptive Network for Enhanced Action Recognition	118
Robust Averaging using Adaptive Annealing	117
Exocentric-to-Egocentric Adaptation for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs	110
Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting	107
AutoIT: Automated Image Tagging with Random Perturbation	107
UniAttack: Unified Physical-Digital Face Attack Detection	106
Are Vision Transformers Robust to Spurious Correlations?	100
Learning Extensible Series-Parallel Lookup Tables for Efficient Image Super-Resolution	100
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	99
A Minimal Solution for Image-Based Sphere Estimation	98
Delving Deeper into Anti-Aliasing in ConvNets	90
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	87
Deep Image Deblurring: A Survey	84
Learning Text-to-Video Retrieval from Image Captioning	84
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	80
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	78
H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning	76
Diagram Perception Networks for Textbook Question Answering via Joint Optimization	76
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	75
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow	74
Noise-Resistant Multimodal Transformer for Emotion Recognition	74
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	72
Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose	68
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions	68
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	67
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	66
Learning Latent Part-Whole Hierarchies for Point Clouds	65
Learning Cooperative Neural Modules for Stylized Image Captioning	64
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild	63
Feature Hallucination for Self-supervised Action Recognition	62
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	61
Correction: Consistent Prompt Tuning for Generalized Category Discovery	58