Hands-on computer vision /

Computer vision is an application-oriented field, where various applications correspond to distinct computer vision tasks. Consequently, this book is organized based on the taxonomy of these tasks: image processing, visual recognition, and scene reconstruction. Image processing, the foundational ste...

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Bibliographic Details
Main Authors:	Shen, Wei (Author), Si, Chongjie (Author), Yang, Chen (Author), Yu, Yong (Author)
Format:	eBook
Language:	English
Published:	Singapore : Springer, [2026]
Series:	Computer science series.
Subjects:	Computer vision. Image processing. Vision par ordinateur. Traitement d'images. image processing.

Table of Contents:

Part I. Introduction to computer vision
Exploring computer vision
Part II. Image processing
Convolution
Image filtering
Template matching
Edge detection
Corner detection
SIFT feature detection
Image stitching
Image segmentation
Part III. Visual recognition
Image classification
Semantic segmentation
Object detection
Instance segmentation
Human pose estimation
Action recognition
Part IV. Scene reconstruction
Camera calibration
Motion field and optical flow
Parallel binocular vision
3D reconstruction.