书目名称 | Foundations of Computer Vision |
副标题 | Computational Geomet |
编辑 | James F. Peters |
视频video | http://file.papertrans.cn/347/346928/346928.mp4 |
概述 | Discusses computer vision with a focus on extracting useful information from images and on the detection of the basic content of digital images.Studies the basics of image processing and image analysi |
丛书名称 | Intelligent Systems Reference Library |
图书封面 |  |
描述 | .This book introduces the fundamentals of computer vision (CV), with a focus on extracting useful information from digital images and videos. Including a wealth of methods used in detecting and classifying image objects and their shapes, it is the first book to apply a trio of tools (computational geometry, topology and algorithms) in solving CV problems, shape tracking in image object recognition and detecting the repetition of shapes in single images and video frames. Computational geometry provides a visualization of topological structures such as neighborhoods of points embedded in images, while image topology supplies us with structures useful in the analysis and classification of image regions. Algorithms provide a practical, step-by-step means of viewing image structures...The implementations of CV methods in Matlab and Mathematica, classification of chapter problems with the symbols (easily solved) and (challenging) and its extensive glossary of key words, examples and connections with the fabric of CV make the book an invaluable resource for advanced undergraduate and first year graduate students in Engineering, Computer Science or Applied Mathematics...It offers insights in |
出版日期 | Textbook 2017 |
关键词 | Basics computer vision; Computational Geometry; Image Processing; Introduction computer vision; Structur |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-52483-2 |
isbn_softcover | 978-3-319-84912-6 |
isbn_ebook | 978-3-319-52483-2Series ISSN 1868-4394 Series E-ISSN 1868-4408 |
issn_series | 1868-4394 |
copyright | Springer International Publishing AG 2017 |