OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Computer Vision is 53. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	1878
Instance-Aware Scene Layout Forecasting	590
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	428
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	331
Guest Editorial: Special Issue on Open-World Visual Recognition	262
Image Synthesis Under Limited Data: A Survey and Taxonomy	249
Instance-dependent Label Distribution Estimation for Learning with Label Noise	243
A Minimal Solution for Image-Based Sphere Estimation	236
Learning Text-to-Video Retrieval from Image Captioning	205
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	174
Delving Deeper into Anti-Aliasing in ConvNets	170
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	158
RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion	154
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	144
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	143
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	132
Correction: Multi-source-free Domain Adaptive Object Detection	131
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	123
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	122
MoDA: Modeling Deformable 3D Objects from Casual Videos	119
Learning with Enriched Inductive Biases for Vision-Language Models	118
Conditional Temporal Variational AutoEncoder for Action Video Prediction	107
Are Vision Transformers Robust to Spurious Correlations?	106
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	104
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	99

EAN: Event Adaptive Network for Enhanced Action Recognition	99
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	95
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	95
Learning Extensible Series-Parallel Lookup Tables for Efficient Image Super-Resolution	93
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	93
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	78
Deep Image Deblurring: A Survey	78
Learning Accurate Low-bit Quantization towards Efficient Computational Imaging	76
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	75
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	74
Bi-calibration Networks for Weakly-Supervised Video Representation Learning	72
Semantic-Based Implicit Feature Transform for Few-Shot Classification	71
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions	70
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	69
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	67
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	66
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	65
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	64
Feature Hallucination for Self-supervised Action Recognition	64
Correction: Consistent Prompt Tuning for Generalized Category Discovery	64
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild	64
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	63
ICEv2: Interpretability, Comprehensiveness, and Explainability in Vision Transformer	61
In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond	61
Relating View Directions of Complementary-View Mobile Cameras via the Human Shadow	59
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	59
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	57
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	56
Diagram Perception Networks for Textbook Question Answering via Joint Optimization	53
Learning Cooperative Neural Modules for Stylized Image Captioning	53