OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Computer Vision is 51. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Conditional Temporal Variational AutoEncoder for Action Video Prediction	1196
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	1046
A Minimal Solution for Image-Based Sphere Estimation	1027
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	375
Are Vision Transformers Robust to Spurious Correlations?	333
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	324
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	229
Guest Editorial: Special Issue on Open-World Visual Recognition	209
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	207
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	201
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	182
Instance-Aware Scene Layout Forecasting	174
Physical Representation Learning and Parameter Identification from Video Using Differentiable Physics	148
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	148
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	134
Image Synthesis Under Limited Data: A Survey and Taxonomy	124
Learning with Enriched Inductive Biases for Vision-Language Models	123
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	122
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	105
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	104
Correction: Multi-source-free Domain Adaptive Object Detection	102
Learning Text-to-Video Retrieval from Image Captioning	102
MoDA: Modeling Deformable 3D Objects from Casual Videos	101
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	101
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	100

Instance-dependent Label Distribution Estimation for Learning with Label Noise	94
EAN: Event Adaptive Network for Enhanced Action Recognition	93
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	91
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	88
Delving Deeper into Anti-Aliasing in ConvNets	87
Deep Image Deblurring: A Survey	85
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
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation	81
Semantic-Based Implicit Feature Transform for Few-Shot Classification	81
Noise-Resistant Multimodal Transformer for Emotion Recognition	79
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	75
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	75
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	74
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	67
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	65
ICEv2: Interpretability, Comprehensiveness, and Explainability in Vision Transformer	64
Weakly Supervised Training of Universal Visual Concepts for Multi-domain Semantic Segmentation	63
A Realism Metric for Generated LiDAR Point Clouds	62
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	61
In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond	58
Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking	58
SRConvNet: A Transformer-Style ConvNet for Lightweight Image Super-Resolution	58
Relating View Directions of Complementary-View Mobile Cameras via the Human Shadow	57
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	56
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	55
Learning Cooperative Neural Modules for Stylized Image Captioning	51