Home : Book details

Generalized Principal Component Analysis free ebook download

Category:
Mathematics

Views: 93
Likes: 0

Catalogue

Author(s):	Vidal, Rene, Ma, Yi, Sastry, S.S

Date:	2016	Format:	pdf	Language:	English	ISBN/ASIN:	0387878106
Pages:	566	OCR:		Quality:		ISBN13:
Uploader:	eternal	Upload Date:	4/25/2024 2:53:05 AM

To download click on link in the Links Table below

Description: Click to see full description

0387878106 pdf
This book provides a comprehensive introduction to the latest advances in the mathematical theory and computational tools for modeling high-dimensional data drawn from one or multiple low-dimensional subspaces (or manifolds) and potentially corrupted by noise, gross errors, or outliers. This challenging task requires the development of new algebraic, geometric, statistical, and computational methods for efficient and robust estimation and segmentation of one or multiple subspaces. The book also presents interesting real-world applications of these new methods in image processing, image and video segmentation, face recognition and clustering, and hybrid system identification etc.
This book is intended to serve as a textbook for graduate students and beginning researchers in data science, machine learning, computer vision, image and signal processing, and systems theory. It contains ample illustrations, examples, and exercises and is made largely self-contained with three Appendices which survey basic concepts and principles from statistics, optimization, and algebraic-geometry used in this book.
Rene Vidal is a Professor of Biomedical Engineering and Director of the Vision Dynamics and Learning Lab at The Johns Hopkins University.
Yi Ma is Executive Dean and Professor at the School of Information Science and Technology at ShanghaiTech University. S. Shankar Sastry is Dean of the College of Engineering, Professor of Electrical Engineering and Computer Science and Professor of Bioengineering at the University of California, Berkeley.

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3256802	Book	https://nitroflare.com/view/DCDF90AE76EA...		8.00	eternal

Tags: Analysis Component Generalized Principal

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment:

Generalized Principal Component Analysis free ebook download

Category: Mathematics

Description: Click to see full description

Category:
Mathematics