Advanced Image and Video Processing Using MATLAB / by Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong.
By: Gong, Shengrong., autor
Contributor(s): SpringerLink (Online service)
| Dong, Husheng., autor | Ji, Yi., autor | Li, Yonggang., autor | Liu, Chunping., autor | Zhong, Baojiang., autor
Series: (Engineering (Springer-11647)); (Modeling and Optimization in Science and Technologies, 2196-7326; 12).Publisher: Cham : Springer International Publishing : Imprint: Springer, 2019Description: 1 recurso en línea (XVIII, 590 páginas) : 181 ilustraciones, 79 ilustraciones a color.ISBN: 9783319772233.Subject: MATLAB (Archivo de ordenador)
| Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds | |
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LIBRO-E NO PRÉSTAMO
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Madrid Digital Acceso Electrónico (UEM) | Ciencias e Ingeniería | TK5102.9 2019 EB (Browse shelf(Opens below)) | Acceso electrónico | eBooks24062295 |
Introduction and Overview -- Matlab Functions of Image and Video -- Image and Video Segmentation -- Feature Extraction and Representation -- Common Evaluation Criterion -- Image Correction -- Image Inpainting -- Fusions -- Image Stitching -- Image Watermarking.
This book offers a comprehensive introduction to advanced methods for image and video analysis and processing. It covers deraining, dehazing, inpainting, fusion, watermarking and stitching. It describes techniques for face and lip recognition, facial expression recognition, lip reading in videos, moving object tracking, dynamic scene classification, among others. The book combines the latest machine learning methods with computer vision applications, covering topics such as event recognition based on deep learning,dynamic scene classification based on topic model, person re-identification based on metric learning and behavior analysis. It also offers a systematic introduction to image evaluation criteria showing how to use them in different experimental contexts. The book offers an example-based practical guide to researchers, professionals and graduate students dealing with advanced problems in image analysis and computer vision.
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