Selection of Image Understanding Techniques

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A01=Yu-Jin Zhang
advanced image interpretation methods
Author_Yu-Jin Zhang
Calibration Plate
Camera Coordinate Systems
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Category=UYT
CNN Feature
Decision Level Fusion
Epipolar Line
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feature extraction techniques
Fuzzy Set
Generalized Hough Transform
Haar Wavelet Response
HMM
Homography Matrix
HSI
Image Fusion
Lane Line
Membership Function
multi-modal data fusion
object detection algorithms
PCA Transform
Petri Net
Pixel Level Fusion
Query Image
Remote Sensing Images
Self-calibration Method
semantic image analysis
Sift Descriptor
spatial behaviour modelling
Spatial Temporal Points
Tangential Distortion
visual pattern recognition
Wavelet Transform
World Coordinate System

Product details

  • ISBN 9781032423456
  • Weight: 800g
  • Dimensions: 178 x 254mm
  • Publication Date: 31 Jan 2023
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Hardback
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This book offers a comprehensive introduction to seven commonly used image understanding techniques in modern information technology. Readers of various levels can find suitable techniques to solve their practical problems and discover the latest development in these specific domains.

The techniques covered include camera model and calibration, stereo vision, generalized matching, scene analysis and semantic interpretation, multi-sensor image information fusion, content-based visual information retrieval, and understanding spatial-temporal behavior. The book provides aspects from the essential concepts overview and basic principles to detailed introduction, explanation of the current methods and their practical techniques. It also presents discussions on the research trends and latest results in conjunction with new development of technical methods.

This is an excellent read for those who do not have a subject background in image technology but need to use these techniques to complete specific tasks. These essential information will also be useful for their further study in the relevant fields.

Yu-Jin Zhang is a tenured professor of image engineering at Tsinghua University, Beijing, China. He earned his PhD in Applied Science from the State University of Liège, Liège, Belgium. He was a post-doc fellow of Delft University of Technology, Delft, the Netherlands. He is also a CSIG and SPIE fellow. Dr. Zhang has published 50 books and more than 500 research papers.

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