OOIR: Observatory of International Research

Papers

(The H4-Index of Computer Vision and Image Understanding is 30. 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
Luminance prior guided Low-Light 4C catenary image enhancement	320
Editorial Board	252
Efficient cross-information fusion decoder for semantic segmentation	123
3D semantic segmentation based on spatial-aware convolution and shape completion for augmented reality applications	113
Editorial Board	100
Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection	100
Improving the planarity and sharpness of monocularly estimated depth images using the Phong reflection model	93
Editorial Board	85
Exploring using jigsaw puzzles for out-of-distribution detection	74
Extending function mixture network for improved spectral super-resolution	54
MATTE: Multi-task multi-scale attention	52
Editorial Board	47
Editorial Board	45
Modality adaptation via feature difference learning for depth human parsing	40
Exploring the differences in adversarial robustness between ViT- and CNN-based models using novel metrics	38
Feature reconstruction and metric based network for few-shot object detection	38
Emerging image generation with flexible control of perceived difficulty	37
Lightweight feature point detection network with channel enhancement	37
REST: A resolution preserving network for photorealistic style transfer via semantic distillation	35
CRML-Net: Cross-Modal Reasoning and Multi-Task Learning Network for tooth image segmentation	35
Convolutional neural network framework for deepfake detection: A diffusion-based approach	35
Deducing health cues from biometric data	35
Twin-SegNet: Dynamically coupled complementary segmentation networks for generalized medical image segmentation	34
RetSeg3D: Retention-based 3D semantic segmentation for autonomous driving	34
Siamese self-supervised learning for fine-grained visual classification	33

PConvSRGAN: Real-world super-resolution reconstruction with pure convolutional networks	32
RelFormer: Advancing contextual relations for transformer-based dense captioning	32
GaitBranch: A multi-branch refinement model combined with frame-channel attention mechanism for gait recognition	31
Editorial Board	31
Editorial Board	30
Improved Short-term Dense Bottleneck network for efficient scene analysis	30