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Advanced image and video processing using MATLAB

Gong, Shengrong; Liu, Chunping; Yi, Ji; Zhong, Baojiang; Li, Yonggang; Dong, Husheng (Springer Cham, 2019)

 Abstrak

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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 Metadata

No. Panggil : e20502429
Entri utama-Nama orang :
Entri tambahan-Nama orang :
Subjek :
Penerbitan : Switzerland: Springer Cham, 2019
Sumber Pengatalogan: LibUI eng rda
Tipe Konten: text
Tipe Media: computer
Tipe Pembawa: online resource
Deskripsi Fisik: xviii, 590 pages : illustration
Tautan: http://link.springer.com/openurl?genre=book&isbn=978-3-319-77223-3
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No. Panggil No. Barkod Ketersediaan
e20502429 20-23-32279587 TERSEDIA
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