Computer vision and image processing [electronic resource] : fundamentals and applications / Manas Kamal Bhuyan.
Material type:
TextPublisher: Boca Raton, FL : CRC Press/Taylor & Francis Group, 2019Description: 1 online resourceISBN: 9781351248396; 1351248391; 9781351248372; 1351248375; 9781351248365; 1351248367; 9781351248389; 1351248383Subject(s): COMPUTERS / Computer Graphics / General | COMPUTERS / Machine Theory | TECHNOLOGY / Electricity | Computer vision | Image processingDDC classification: 006.3/7 LOC classification: TA1634 | .B4736 2019Online resources: Taylor & Francis | OCLC metadata license agreement 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.
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.
OCLC-licensed vendor bibliographic record.