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portada Octonion Sparse-Based Image Processing: Multispectral Imaging and Feature Extraction
Type
Physical Book
Publisher
Author
Language
English
Pages
376
Format
Hardcover
Dimensions
24.4 x 17.0 x 2.2 cm
ISBN13
9783119146661

Octonion Sparse-Based Image Processing: Multispectral Imaging and Feature Extraction

Yadav, Satya Prakash; Bansal, Abhay; De Albuquerque, Victor Hugo C. (Author) · de Gruyter · Hardcover

Octonion Sparse-Based Image Processing: Multispectral Imaging and Feature Extraction - Yadav, Satya Prakash; Bansal, Abhay; de Albuquerque, Victor Hugo C.

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Synopsis "Octonion Sparse-Based Image Processing: Multispectral Imaging and Feature Extraction"

This book uncovers the innovative features of complex algebra i.e., the octonion -sparse concept in image processing and how it can help in improving the computational efficiency of image processing.It deals with the most common octonion convolution neural network, quaternion wavelet, and sparse representation-based techniques in multispectral image processing.The book focusses on how evolution in algebraic concepts i.e. octonion and sparse helps in improving accuracy and efficiency of various color image restoration, reconstruction and recognition.It provides examples of research and real-world applications related to biometric security, medical image processing, face recognition, and how crucial characteristics are extracted. The main focus of this book is to bring all the related technologies, novel findings and managerial applications of Colored Medical Imaging on a single platform to provide great readability, easy understanding, and smooth adaptability of various basic and advanced concepts to the Undergraduate and Postgraduate students, Researchers, Managers, Designers, Academicians, and Practitioners doing work in this domain.

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