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Read e-book online Advanced Topics in Computer Vision PDF

By Martin Weinmann (auth.), Giovanni Maria Farinella, Sebastiano Battiato, Roberto Cipolla (eds.)

ISBN-10: 144715519X

ISBN-13: 9781447155195

ISBN-10: 1447155203

ISBN-13: 9781447155201

This e-book provides a extensive collection of state-of-the-art learn, overlaying either theoretical and useful facets of reconstruction, registration, and popularity. The textual content offers an outline of demanding parts and outlines of novel algorithms. good points: investigates visible positive factors, trajectory beneficial properties, and stereo matching; reports the most demanding situations of semi-supervised item reputation, and a singular process for human motion categorization; offers a framework for the visible localization of MAVs, and for using second constraints in convex form optimization; examines recommendations to the co-recognition challenge, and distance-based classifiers for large-scale snapshot category; describes how the four-color theorem can be utilized for fixing MRF difficulties; introduces a Bayesian generative version for figuring out indoor environments, and a boosting technique for generalizing the k-NN rule; discusses the difficulty of scene-specific item detection, and an technique for making temporal great solution video.

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Weinmann Ma, Weinmann Mi, Hinz S, Jutzi B (2011) Fast and automatic image-based registration of TLS data. ISPRS J Photogramm Remote Sens 66(6):S62–S70 145. Wertheimer M (1923) Laws of organization in perceptual forms. Psycologische Forschung 4:301–350 146. Westheimer G (1999) Gestalt theory reconfigured: Max Wertheimer’s anticipation of recent developments in visual neuroscience. Perception 28(1):5–15 147. Witkin AP (1983) Scale-space filtering. In: Proceedings of the international joint conference on artificial intelligence (IJCAI), pp 1019–1022 148.

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IEEE Trans Pattern Anal Mach Intell 27(1):148–154 108. Prewitt JMS, Mendelsohn ML (1966) The analysis of cell images. Ann NY Acad Sci 128(3):1035–1053 1 Visual Features—From Early Concepts to Modern Computer Vision 33 109. Rabbani T, Dijkman S, van den Heuvel F, Vosselman G (2007) An integrated approach for modelling and global registration of point clouds. ISPRS J Photogramm Remote Sens 61(6):355–370 110. Roberts LG (1965) Machine perception of three-dimensional solids. In: Tippett J, Berkowitz D, Clapp L, Koester C, Vanderburgh A (eds) Optical and electro-optical information processing.

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Advanced Topics in Computer Vision by Martin Weinmann (auth.), Giovanni Maria Farinella, Sebastiano Battiato, Roberto Cipolla (eds.)


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