OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Computer Vision is 57. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression	2060
Instance-Aware Scene Layout Forecasting	646
Exploring the Semi-Supervised Video Object Segmentation Problem from a Cyclic Perspective	450
Guest Editorial: Special Issue on Open-World Visual Recognition	355
Learning Extensible Series-Parallel Lookup Tables for Efficient Image Super-Resolution	291
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements	286
RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion	274
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach	259
Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks	232
Correction: Multi-source-free Domain Adaptive Object Detection	188
Guest Editorial: Special Issue on Large-Scale Generative Models for Content Creation and Manipulation	181
Learning Discriminative Features for Visual Tracking via Scenario Decoupling	170
Are Vision Transformers Robust to Spurious Correlations?	159
Image Synthesis Under Limited Data: A Survey and Taxonomy	158
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels	146
MoDA: Modeling Deformable 3D Objects from Casual Videos	141
Common Pole–Polar Properties of Central Catadioptric Sphere and Line Images Used for Camera Calibration	140
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence	140
Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement	134
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting	128
A Minimal Solution for Image-Based Sphere Estimation	128
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Estimation of Non-human Primates	112
Instance-dependent Label Distribution Estimation for Learning with Label Noise	111
Learning with Enriched Inductive Biases for Vision-Language Models	109
Conditional Temporal Variational AutoEncoder for Action Video Prediction	109

Delving Deeper into Anti-Aliasing in ConvNets	103
EAN: Event Adaptive Network for Enhanced Action Recognition	102
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention	100
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision	99
Learning Text-to-Video Retrieval from Image Captioning	99
Image-based Morphological Characterization of Filamentous Biological Structures with Non-constant Curvature Shape Feature	98
Deep Image Deblurring: A Survey	97
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition	92
Learning Accurate Low-bit Quantization towards Efficient Computational Imaging	88
Guest Editorial: Special Issue on the British Machine Vision Conference 2022	86
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks	85
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization	84
Feature Hallucination for Self-supervised Action Recognition	83
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild	81
H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning	81
Semantic-Based Implicit Feature Transform for Few-Shot Classification	76
Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose	74
A Realism Metric for Generated LiDAR Point Clouds	74
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset	72
SRConvNet: A Transformer-Style ConvNet for Lightweight Image Super-Resolution	71
UIL-AQA: Uncertainty-Aware Clip-Level Interpretable Action Quality Assessment	70
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions	69
Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking	68
NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization	67
UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning	67
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data	65
ICEv2: Interpretability, Comprehensiveness, and Explainability in Vision Transformer	64
Correction: Consistent Prompt Tuning for Generalized Category Discovery	63
UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation	62
Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models	60
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation	59
Bi-calibration Networks for Weakly-Supervised Video Representation Learning	57