Computer Vision and Pattern Recognition with Applications

The present book contains 18 total articles accepted and published in the Special Issue “Computer Vision and Pattern Recognition with Applications, 2022” of MDPI’s Mathematics journal, which covers a wide range of topics connected to the theory and applications of computer vision and pattern recogni...

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Detalhes bibliográficos
Formato:	Online
Idioma:	inglês
Publicado em:	MDPI - Multidisciplinary Digital Publishing Institute 2026
Assuntos:	Crowd counting Asymmetric structure Bilateral network Density estimation Contrast enhancement Detail enhancement Endoscopic image Tissue structure Secondary weighted guided filtering Chinese herbal medicine Classification Mutual learning Deep neural network Multimedia applications Resource allocation Mobile edge computing Crack detection Convolutional neural network Transformer Multi-scale fusion Dorsal hand vein Segmentation Tubular structure extraction ResNet–UNet U-Net++ U-Net3+ Video–text retrieval Multi-level space learning Cross-modal similarity calculation Dense non-rigid structure from motion Weighted spatial constraint Layer normalization layers Deep spatial–temporal neural Biometrics Ocular recognition Super-resolution reconstruction OSRCycleGAN Building detection Geographic position EAST Smart cities Rank pooling Feature interactive learning Action recognition Plant image Image classification Thermal image Visible light image Deep learning Spatial regularization Temporal-aware Correlation filter tracking Alternating direction method of multipliers Boundary effect Semantic segmentation UAV street scene images Global and local context Retinal vessel segmentation VQ-VAE Edge attention Image reconstruction B-spline Deformable Graphics processing unit Trajectory prediction Spatiotemporal awareness Spatiotemporal graph Vehicle–road relationships Vision transformer Q K V embedding Shared embedding Non-linear embedding thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science
Acesso em linha:	ONIX_20260416T142754_9783725857074_39
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Descrição
Resumo:	The present book contains 18 total articles accepted and published in the Special Issue “Computer Vision and Pattern Recognition with Applications, 2022” of MDPI’s Mathematics journal, which covers a wide range of topics connected to the theory and applications of computer vision and pattern recognition and their extensions/generalizations. These topics include, among others, image classification; object detection; vehicle trajectory prediction; image segmentation; image enhancement; medical image processing; multi-modal action recognition; text detection; video–text retrieval; dense non-rigid structure from motion; image-based crowd counting, etc. It is hoped that the book will be interesting and useful for those working in the area of computer vision, pattern recognition, and their applications, as well as for those with the proper mathematical background who are willing to become familiar with recent advances in computer vision and pattern recognition. Computer vision and pattern recognition have entered almost all sectors of human life and activity currently.

Computer Vision and Pattern Recognition with Applications

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