Vision with Direction pdf epub mobi txt 电子书 下载 2024


Vision with Direction

简体网页||繁体网页
Josef Bigun
Springer
2006-03-16
396
USD 74.95
Hardcover
9783540273226

图书标签: Computer.Vision   


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发表于2024-11-08

Vision with Direction epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Vision with Direction epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Vision with Direction pdf epub mobi txt 电子书 下载 2024



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This introductory textbook presents the modern signal processing concepts used in computer vision and image analysis in a systematic and mathematically coherent way. For the first time in a textbook on image processing, single direction, group direction, corners and edges, Hough transform, and motion estimation are developed in a principled way using direction tensors as the unifying concept. The topics presented include Hilbert spaces, the Fourier transform, scale analysis, direction fields, structure tensors, motion tensors, the Hough transform, grouping, and segmentation. Directional signal processing, an increasingly crucial element of computer vision for which neural circuits exist in human vision, is dealt with in depth by use of tensors. All chapters are richly illustrated, with color graphics from cover to cover; applications are studied in various fields, including biometric person authentication, texture analysis, optical character recognition, and motion estimation and tracking; and exercises help the sudent verify progress.Developed out of courses given by the author, this introductory textbook addresses advanced undergarduates as well as master and PhD students in computer science, engineering, mathematics, and in other disciplines where techniques from computer vision, image processing, visual computation and signal analysis are applied.

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