图书标签: 计算机视觉 ComputerVision CV 机器视觉 机器学习 计算机科学 计算机 图形学
发表于2025-01-10
Computer Vision pdf epub mobi txt 电子书 下载 2025
Humans perceive the three-dimensional structure of the world with apparent ease. However, despite all of the recent advances in computer vision research, the dream of having a computer interpret an image at the same level as a two-year old remains elusive. Why is computer vision such a challenging problem and what is the current state of the art? "Computer Vision: Algorithms and Applications" explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos. More than just a source of 'recipes,' this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using statistical models and solved using rigorous engineering techniques. Topics and features: Structured to support active curricula and project-oriented courses, with tips in the Introduction for using the book in a variety of customized courses; Presents exercises at the end of each chapter with a heavy emphasis on testing algorithms and containing numerous suggestions for small mid-term projects; Provides additional material and more detailed mathematical topics in the Appendices, which cover linear algebra, numerical techniques, and Bayesian estimation theory; Suggests additional reading at the end of each chapter, including the latest research in each sub-field, in addition to a full Bibliography at the end of the book; and, Supplies supplementary course material for students at the associated website. Suitable for an upper-level undergraduate or graduate-level course in computer science or engineering, this textbook focuses on basic techniques that work under real-world conditions and encourages students to push their creative boundaries. Its design and exposition also make it eminently suitable as a unique reference to the fundamental techniques and current research literature in computer vision.
中文版翻译不好
评分适合计算机视觉入门了解这个领域的全貌。因为涵盖内容太多,所以没办法理解作者提出的改进算法目的何在,好在参考文献丰富,可作为日后研究的参考百科。
评分中文版翻译不好
评分经典
评分英文版对照读的,主要看专业词汇
一本综述类型的书,居然没有参考文献!!!幸亏作者公开了电子版,要是没有电子版,让读者去猜参考文献?!!! 出版商的良心啊!! 出版商是为了省着几页的纸吗? 一本综述类型的书,居然没有参考文献!!!幸亏作者公开了电子版,要是没有电子版,让读者去猜参考文献?!...
评分我不能算整整意义上读完此书,我当时在做项目时只是针对我的项目看过几个章节。内容讲解的还算精炼,如果看不懂可以看里面的参考原文,这本书好在把每个点都做了详细的引用标注,让你可以直接去找原论文。计算机视觉虽然是一个单独的学科方向,但还可以分很多个小方向,作为综...
评分一本综述类型的书,居然没有参考文献!!!幸亏作者公开了电子版,要是没有电子版,让读者去猜参考文献?!!! 出版商的良心啊!! 出版商是为了省着几页的纸吗? 一本综述类型的书,居然没有参考文献!!!幸亏作者公开了电子版,要是没有电子版,让读者去猜参考文献?!...
评分我不能算整整意义上读完此书,我当时在做项目时只是针对我的项目看过几个章节。内容讲解的还算精炼,如果看不懂可以看里面的参考原文,这本书好在把每个点都做了详细的引用标注,让你可以直接去找原论文。计算机视觉虽然是一个单独的学科方向,但还可以分很多个小方向,作为综...
评分我不能算整整意义上读完此书,我当时在做项目时只是针对我的项目看过几个章节。内容讲解的还算精炼,如果看不懂可以看里面的参考原文,这本书好在把每个点都做了详细的引用标注,让你可以直接去找原论文。计算机视觉虽然是一个单独的学科方向,但还可以分很多个小方向,作为综...
Computer Vision pdf epub mobi txt 电子书 下载 2025
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