OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Computer Vision is 50. 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 2021-06-01 to 2025-06-01.)

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