Machine Vision and Applications

Papers
(The H4-Index of Machine Vision and Applications is 17. 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 2021-10-01 to 2025-10-01.)
ArticleCitations
End-to-end unsupervised learning of latent-space clustering for image segmentation via fully dense-UNet and fuzzy C-means loss116
A method for high dynamic range 3D color modeling of objects through a color camera65
Text-driven object affordance for guiding grasp-type recognition in multimodal robot teaching63
Development of a robust cascaded architecture for intelligent robot grasping using limited labelled data55
Class-aware cross-domain target detection based on cityscape in fog38
Real estate pricing prediction via textual and visual features36
Non-contact SpO2 monitoring via multi-channel pulse signals from facial videos using machine learning35
ECM: arbitrary style transfer via Enhanced-Channel Module32
Medtransnet: advanced gating transformer network for medical image classification30
DMU-Net: a dual stream multi-scale U-Net for image splicing forgery localization30
A hybrid overlapping group sparsity denoising model with fractional-order total variation and non-convex regularizer30
StyleDemorpher: high-quality face demorphing via StyleGAN2’s latent space29
Triple attention and global reasoning Siamese networks for visual tracking28
Obs-tackle: an obstacle detection system to assist navigation of visually impaired using smartphones27
Global-guided cross-reference network for co-salient object detection23
Enforced clustering for zero-to-one-shot texture anomaly detection18
Motion-region annotation for complex videos via label propagation across occluders18
Innovative surface roughness detection method based on white light interference images17
Editing implicit and explicit representations of radiance fields: a survey17
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