Computer vision and image processing: fundamentals and applications
The book familiarizes readers with fundamental concepts and issues related to computer vision and major approaches that address them. The focus of the book is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts, concept of feature extraction and feature selection for pattern classification/recognition, and advanced concepts like object classification, object tracking, image-based rendering, and image re…
Read More ↓Title Statements
- Full title :Computer vision and image processing : fundamentals and applications / Manas Kamal Bhuyan.
Summary
The book familiarizes readers with fundamental concepts and issues related to computer vision and major approaches that address them. The focus of the book is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts, concept of feature extraction and feature selection for pattern classification/recognition, and advanced concepts like object classification, object tracking, image-based rendering, and image registration. Intended to be a companion to a typical teaching course on computer vision, the book takes a problem-solving approach.
Read More ↓Edition Statements
- Publication Date:2019.
Publication Statements
- Publisher(s):CRC Press/Taylor & Francis Group
- Place of Publication:Boca Raton, FL
- Language:eng
- Publication Date:2019.
The Physical Object
- Description:1 online resource
Edition Identifiers
- ISBN:9781351248396, 1351248391, 9781351248372, 1351248375, 9781351248365, 1351248367, 9781351248389, 1351248383
- oclc:on1126798381
- LC Classification:TA1634
- Dewey Decimal:006.3/7
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