TY  - BOOK
AU  - Deligiannidis,Leonidas
AU  - Arabnia,Hamid R.
TI  - Emerging trends in image processing, computer vision and pattern recognition
T2  - Emerging trends in computer science & applied computing 
SN  - 9780128020456
U1  - 006.42 23
PY  - 2015///
CY  - Amsterdam
PB  - Elsevier
KW  - Optical pattern recognition.
KW  - Image processing
KW  - Digital techniques.
KW  - Computer vision.
N1  - Includes bibliographical references and index; pt. 1. Image and signal processing --
pt. 2. Computer vision and recognition systems --
pt. 3. Registration, matching, and pattern recognition --
Index
N2  - This book discusses the latest trends in imaging science, which at its core, consists of three intertwined computer science fields: image processing, computer vision, and pattern recognition. Drawing upon the knowledge of recognized experts with years of practical experience and discussing new applications, editors, Deligiannidis and Arabnia cover: perspectives of image processing spanning from fundamental mathematical theory and sampling, to image representation and reconstruction, filtering in spatial and frequency domain, geometrical transformations, and image restoration and segmentation; application techniques in computer vision; pattern recognition algorithms including, but not limited to; supervised and unsupervised classification algorithms, ensemble learning algorithms, and parsing algorithms; how to use image processing and visualization to analyze big data
ER  -