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Geometric Constraints For Object Detection And Delineation

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Geometric Constraints For Object Detection And Delineation

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Author : Jefferey Shufelt
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-11

Geometric Constraints For Object Detection And Delineation written by Jefferey Shufelt and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-11 with Technology & Engineering categories.

The ability to extract generic 3D objects from images is a crucial step towards automation of a variety of problems in cartographic database compilation, industrial inspection and assembly, and autonomous navigation. Many of these problem domains do not have strong constraints on object shape or scene content, presenting serious obstacles for the development of robust object detection and delineation techniques. Geometric Constraints for Object Detection and Delineation addresses these problems with a suite of novel methods and techniques for detecting and delineating generic objects in images of complex scenes, and applies them to the specific task of building detection and delineation from monocular aerial imagery. PIVOT, the fully automated system implementing these techniques, is quantitatively evaluated on 83 images covering 18 test scenes, and compared to three existing systems for building extraction. The results highlight the performance improvements possible with rigorous photogrammetric camera modeling, primitive-based object representations, and geometric constraints derived from their combination. PIVOT's performance illustrates the implications of a clearly articulated set of philosophical principles, taking a significant step towards automatic detection and delineation of 3D objects in real-world environments. Geometric Constraints for Object Detection and Delineation is suitable as a textbook or as a secondary text for a graduate-level course, and as a reference for researchers and practitioners in industry.

Object Recognition By Computer

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Author : William Eric Leifur Grimson
language : en
Publisher: MIT Press (MA)
Release Date : 1990

Object Recognition By Computer written by William Eric Leifur Grimson and has been published by MIT Press (MA) this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Computers categories.

This book describes an extended series of experiments into the role of geometry in the critical area of object recognition.

Automatic Extraction Of Man Made Objects From Aerial And Satellite Images Iii

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Author : E.P. Baltsavias
language : en
Publisher: CRC Press
Release Date : 2001-01-01

Automatic Extraction Of Man Made Objects From Aerial And Satellite Images Iii written by E.P. Baltsavias and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-01-01 with Computers categories.

This work is a collection of papers from the world's leading research groups in the field of automatic extraction of objects, especially buildings and roads, from aerial and space imagery, including new sensors like SAR and lidar.

Introduction To Modern Photogrammetry

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Author : Edward M. Mikhail
language : en
Publisher: John Wiley & Sons
Release Date : 2001-03-26

Introduction To Modern Photogrammetry written by Edward M. Mikhail and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-03-26 with Technology & Engineering categories.

This text is designed to give students a strong grounding in the mathematical basis of photogrammetry while introducing them to related fields, such as remote sensing and digital image processing. Suitable for undergraduate photogrammetry courses typically aimed at junior and senior students, and for graduate-level courses at the Master's level. Excellent reference for those working in related fields.

Advances In Photogrammetry Remote Sensing And Spatial Information Sciences 2008 Isprs Congress Book

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Author : Zhilin Li
language : en
Publisher: CRC Press
Release Date : 2008-07-01

Advances In Photogrammetry Remote Sensing And Spatial Information Sciences 2008 Isprs Congress Book written by Zhilin Li and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-07-01 with Science categories.

Published on the occasion of the XXIst Congress of the International Society for Photogrammetry and Remote Sensing (ISPRS) in Beiijng, China in 2008, Advances in Photogrammetry, Remote Sensing and Spatial Information Sciences: 2008 ISPRS Congress Book is a compilation of 34 contributions from 62 researchers active within the ISPRS. The book covers

Discrete Geometry For Computer Imagery

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Author : Michel Couprie
language : en
Publisher: Springer
Release Date : 2019-03-19

Discrete Geometry For Computer Imagery written by Michel Couprie and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-19 with Computers categories.

This book constitutes the thoroughly refereed proceedings of the 21st IAPR International Conference on Discrete Geometry for Computer Imagery, DGCI 2019, held in Marne-la-Vallée, France, in March 2019. The 38 full papers were carefully selected from 50 submissions. The papers are organized in topical sections on discrete geometric models and transforms; discrete topology; graph-based models, analysis and segmentation; mathematical morphology; shape representation, recognition and analysis; and geometric computation.