OOIR: Observatory of International Research

Papers

(The H4-Index of Computer Vision and Image Understanding is 32. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Luminance prior guided Low-Light 4C catenary image enhancement	410
Editorial Board	132
Editorial Board	121
Improving the planarity and sharpness of monocularly estimated depth images using the Phong reflection model	118
Editorial Board	107
Exploring using jigsaw puzzles for out-of-distribution detection	90
Extending function mixture network for improved spectral super-resolution	74
MATTE: Multi-task multi-scale attention	67
3D semantic segmentation based on spatial-aware convolution and shape completion for augmented reality applications	56
Lightweight feature point detection network with channel enhancement	56
Editorial Board	56
Efficient cross-information fusion decoder for semantic segmentation	56
Editorial Board	56
Emerging image generation with flexible control of perceived difficulty	55
Modality adaptation via feature difference learning for depth human parsing	53
QB-MOTR: A simple query bootstrapping end-to-end multi-object tracking method with transformer	52
Siamese self-supervised learning for fine-grained visual classification	47
Deducing health cues from biometric data	45
SNRD-Net: SNR-aware dual enhancement network for low-light images	45
RetSeg3D: Retention-based 3D semantic segmentation for autonomous driving	45
Twin-SegNet: Dynamically coupled complementary segmentation networks for generalized medical image segmentation	44
Spatial Sensitive Grad-CAM++: Towards High-Quality Visual Explanations for Object Detectors via Weighted Combination of Gradient Maps	43
REST: A resolution preserving network for photorealistic style transfer via semantic distillation	42
Vision-based mistake analysis in procedural activities: A review of advances and challenges	40
CRML-Net: Cross-Modal Reasoning and Multi-Task Learning Network for tooth image segmentation	40

JEMA: Joint Embedding of Multimodal and multi-view Alignment in human-centric embedding space for manufacturing	39
NaviFormer: Multimodal scene segmentation for assistive navigation	39
Exploring the differences in adversarial robustness between ViT- and CNN-based models using novel metrics	38
Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection	36
Feature reconstruction and metric based network for few-shot object detection	36
Convolutional neural network framework for deepfake detection: A diffusion-based approach	34
Feature preserving 3D mesh denoising with a Dense Local Graph Neural Network	32
RelFormer: Advancing contextual relations for transformer-based dense captioning	32