Name: Learning Approaches in Signal Processing
Price: 9039.00 TWD
Availability: InStock
Author: Siu, Wan-Chi ; Chau, Lap-Pui ; Wang, Liang
ISBN: 9789814800501

portada Learning Approaches in Signal Processing

Learning Approaches in Signal Processing

Type

Physical Book

Publisher

Jenny Stanford Publishing

Author

Siu, Wan-Chi ; Chau, Lap-Pui ; Wang, Liang

Year

2018

Language

English

Pages

678

Format

Hardcover

ISBN13

9789814800501

Edition No.

Synopsis "Learning Approaches in Signal Processing"

Coupled with machine learning, the use of signal processing techniques for big data analysis, Internet of things, smart cities, security, and bio-informatics applications has witnessed explosive growth. This has been made possible via fast algorithms on data, speech, image, and video processing with advanced GPU technology. This book presents an up-to-date tutorial and overview on learning technologies such as random forests, sparsity, and low-rank matrix estimation and cutting-edge visual/signal processing techniques, including face recognition, Kalman filtering, and multirate DSP. It discusses the applications that make use of deep learning, convolutional neural networks, random forests, etc. The applications include super-resolution imaging, fringe projection profilometry, human activities detection/capture, gesture recognition, spoken language processing, cooperative networks, bioinformatics, DNA, and healthcare.

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Learning Approaches in Signal Processing - Siu, Wan-Chi ; Chau, Lap-Pui ; Wang, Liang

Synopsis "Learning Approaches in Signal Processing"

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