Computer Vision and Image Understanding

Papers
(The H4-Index of Computer Vision and Image Understanding is 25. 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 2021-02-01 to 2025-02-01.)
ArticleCitations
Fake News Detection Based on BERT Multi-domain and Multi-modal Fusion Network178
Luminance prior guided Low-Light 4C catenary image enhancement165
Twin-SegNet: Dynamically coupled complementary segmentation networks for generalized medical image segmentation161
Estimating 3D body mesh without SMPL annotations via alternating successive convex approximation161
Periocular biometrics and its relevance to partially masked faces: A survey102
Target-aware and spatial-spectral discriminant feature joint correlation filters for hyperspectral video object tracking91
A novel fast combine-and-conquer object detector based on only one-level feature map78
Knowledge distillation for incremental learning in semantic segmentation74
Static graph convolution with learned temporal and channel-wise graph topology generation for skeleton-based action recognition66
FusionDiff: A unified image fusion network based on diffusion probabilistic models53
De2Net: Under-52
Improving the planarity and sharpness of monocularly estimated depth images using the Phong reflection model51
Learning rotation equivalent scene representation from instance-level semantics: A novel top-down perspective42
GAMA: Geometric analysis based motion-aware architecture for moving object segmentation42
Editorial Board42
Precondition and effect reasoning for action recognition38
MATTE: Multi-task multi-scale attention38
Editorial Board37
Efficient multi-stage network with pixel-wise degradation prediction for real-time motion deblurring36
Lightweight feature point detection network with channel enhancement33
Editorial Board28
Trimap-guided feature mining and fusion network for natural image matting28
Certifiable algorithms for the two-view planar triangulation problem27
Editorial Board27
Cost-free adversarial defense: Distance-based optimization for model robustness without adversarial training25
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