Advanced Image and Video Processing Using MATLAB / by Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong

Von:

Gong, Shengrong [VerfasserIn]

Mitwirkende(r):

Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Modeling and Optimization in Science and Technologies ; 12 | Springer eBook Collection | SpringerLink BücherVerlag: Cham : Springer International Publishing, 2019Beschreibung: Online-Ressource (XVIII, 590 p. 181 illus., 79 illus. in color, online resource)ISBN:

9783319772233

Schlagwörter:

Andere physische Formen: 9783319772219 | 9783319772226 | Erscheint auch als: 978-3-319-77221-9 Druck-Ausgabe | Printed edition: 9783319772219 | Printed edition: 9783319772226 DDC-Klassifikation:

621.382

MSC: MSC: *94-01 | 94A08 | 68U10LOC-Klassifikation:

TK5102.9 TA1637-1638 TK7882.S65
TK5102.9
TA1637-1638
TK7882.S65

DOI: DOI: 10.1007/978-3-319-77223-3Online-Ressourcen:

Zusammenfassung: 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 visionZusammenfassung: 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 WatermarkingPPN: PPN: 1030109419Package identifier: Produktsigel: ZDB-2-ENG | ZDB-2-SEB | ZDB-2-SXE

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