2D Object Detection and Recognition. Models, Algorithms, and Networks.pdf

2D Object Detection and Recognition. Models, Algorithms, and Networks PDF

Yali Amit

Two important subproblems of computer vision are the detection and recognition of 2D objects in gray-level images. This book discusses the construction and training of models, computational approaches to efficient implementation, and parallel implementations in biologically plausible neural network architectures. The approach is based on statistical modeling and estimation, with an emphasis on simplicity, transparency, and computational efficiency. The book describes a range of deformable template models, from coarse sparse models involving discrete, fast computations to more finely detailed models based on continuum formulations, involving intensive optimization. Each model is defined in terms of a subset of points on a reference grid (the template), a set of admissible instantiations of these points (deformations), and a statistical model for the data given a particular instantiation of the object present in the image. A recurring theme is a coarse-to-fine approach to the solution of vision problems. The book provides detailed descriptions of the algorithms used as well as the code, and the software and data sets are available on the Web.

(2004). 2D Object Detection and Recognition: Models, Algorithms, and Networks. Journal of the American Statistical Association: Vol. 99, No. 467, pp. 902-903. 2D Object Detection and Recognition: Models, …

6.34 MB Taille du fichier
9780262011945 ISBN
2D Object Detection and Recognition. Models, Algorithms, and Networks.pdf

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Sofya Voigtuh

2d objects detention and recognition - Y.Amit - Librairie ...

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Mattio Müllers

通过新浪微盘下载 2d-object-detection-and-recognition-models-algorithms-and-networks.9780262011945.18508.pdf, 微盘是一款简单易用的网盘,提供超大免费云存储空间,支持电脑、手机 等终端的文档存储、在线阅读、免费下载、同步和分享是您工作、学习、生活 的必备工具! Trained 3D models for CNN based object recognition

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Noels Schulzen

Tutorial: Algorithms For 2-Dimensional Object Recognition.

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Jason Leghmann

2D object detection and recognition: models, algorithms and networks 关联书籍. 搜索同名书籍. 豆瓣评分: 作者: Yali Amit 出版时间:2002. 页数:325 Object detection with neural networks — a simple …

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Jessica Kolhmann

Tutorial: Algorithms For 2-Dimensional Object Recognition. Tutorial: Algorithms For 2-Dimensional Object Recognition. A.Ashbrook and N.A.Thacker. Last updated 1 / 12 / 1998 Imaging Science and Biomedical Engineering Division, Medical School, University of Manchester, Stopford Building, Oxford Road, Manchester, M13 9PT. A.P.Ashbrook and N.A.Thacker. 1 Abstract Representation of arbitrary shape for purposes of visual recognition is an unsolved problem