Computer Vision

Written By Simon J. D. Prince
Computer Vision
  • Publsiher : Cambridge University Press
  • Release : 18 June 2012
  • ISBN : 1139510568
  • Pages : 212 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Computer Vision written by Simon J. D. Prince which was release on 18 June 2012, this book published by Cambridge University Press. Available in PDF, EPUB and Kindle Format. Book excerpt: This modern treatment of computer vision focuses on learning and inference in probabilistic models as a unifying theme. It shows how to use training data to learn the relationships between the observed image data and the aspects of the world that we wish to estimate, such as the 3D structure or the object class, and how to exploit these relationships to make new inferences about the world from new image data. With minimal prerequisites, the book starts from the basics of probability and model fitting and works up to real examples that the reader can implement and modify to build useful vision systems. Primarily meant for advanced undergraduate and graduate students, the detailed methodological presentation will also be useful for practitioners of computer vision. • Covers cutting-edge techniques, including graph cuts, machine learning and multiple view geometry • A unified approach shows the common basis for solutions of important computer vision problems, such as camera calibration, face recognition and object tracking • More than 70 algorithms are described in sufficient detail to implement • More than 350 full-color illustrations amplify the text • The treatment is self-contained, including all of the background mathematics • Additional resources at www.computervisionmodels.com

Computer Vision

Computer Vision
  • Author : Simon J. D. Prince
  • Publisher : Cambridge University Press
  • Release Date : 2012-06-18
  • Total pages : 212
  • ISBN : 1139510568
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Summary : This modern treatment of computer vision focuses on learning and inference in probabilistic models as a unifying theme. It shows how to use training data to learn the relationships between the observed image data and the aspects of the world that we wish to estimate, such as the 3D structure ...

Computer Vision ACCV 2012

Computer Vision    ACCV 2012
  • Author : Kyoung Mu Lee,Yasuyuki Matsushita,James M. Rehg,Zhanyi Hu
  • Publisher : Springer
  • Release Date : 2013-03-27
  • Total pages : 661
  • ISBN : 1139510568
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Summary : The four-volume set LNCS 7724--7727 constitutes the thoroughly refereed post-conference proceedings of the 11th Asian Conference on Computer Vision, ACCV 2012, held in Daejeon, Korea, in November 2012. The total of 226 contributions presented in these volumes was carefully reviewed and selected from 869 submissions. The papers are organized in topical sections on object ...

Ellipse Fitting for Computer Vision

Ellipse Fitting for Computer Vision
  • Author : Margrit Betke
  • Publisher : Springer Nature
  • Release Date : 2022-05-31
  • Total pages : 128
  • ISBN : 1139510568
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Summary : Because circular objects are projected to ellipses in images, ellipse fitting is a first step for 3-D analysis of circular objects in computer vision applications. For this reason, the study of ellipse fitting began as soon as computers came into use for image analysis in the 1970s, but it is ...

Computer Vision Systems

Computer Vision Systems
  • Author : Bernt Schiele,Gerhard Sagerer
  • Publisher : Springer
  • Release Date : 2003-05-15
  • Total pages : 313
  • ISBN : 1139510568
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Summary : Following the highly successful International Conference on Computer Vision - stems held in Las Palmas, Spain (ICVS’99), this second International Workshop on Computer Vision Systems, ICVS 2001 was held as an associated workshop of the International Conference on Computer Vision in Vancouver, Canada. The organization of ICVS’99 and ICVS 2001 was motivated ...

Computer Vision ECCV 2004

Computer Vision   ECCV 2004
  • Author : Tomas Pajdla,Jiri Matas
  • Publisher : Springer
  • Release Date : 2004-05-10
  • Total pages : 640
  • ISBN : 1139510568
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Summary : Welcome to the proceedings of the 8th European Conference on Computer - sion! Following a very successful ECCV 2002, the response to our call for papers was almost equally strong – 555 papers were submitted. We accepted 41 papers for oral and 149 papers for poster presentation. Several innovations were introduced into the review process. ...

Computer Vision ECCV 2008

Computer Vision   ECCV 2008
  • Author : David Forsyth,Philip Torr,Andrew Zisserman
  • Publisher : Springer Science & Business Media
  • Release Date : 2008-10-07
  • Total pages : 891
  • ISBN : 1139510568
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Summary : The four-volume set comprising LNCS volumes 5302/5303/5304/5305 constitutes the refereed proceedings of the 10th European Conference on Computer Vision, ECCV 2008, held in Marseille, France, in October 2008. The 243 revised papers presented were carefully reviewed and selected from a total of 871 papers submitted. The four books cover the entire range of current issues ...

Covariances in Computer Vision and Machine Learning

Covariances in Computer Vision and Machine Learning
  • Author : Hà Quang Minh,Vittorio Murino
  • Publisher : Springer Nature
  • Release Date : 2022-05-31
  • Total pages : 156
  • ISBN : 1139510568
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Summary : Covariance matrices play important roles in many areas of mathematics, statistics, and machine learning, as well as their applications. In computer vision and image processing, they give rise to a powerful data representation, namely the covariance descriptor, with numerous practical applications. In this book, we begin by presenting an overview ...

Computer Vision ACCV 2012 Workshops

Computer Vision   ACCV 2012 Workshops
  • Author : Jong-Il Park,Junmo Kim
  • Publisher : Springer
  • Release Date : 2013-03-27
  • Total pages : 609
  • ISBN : 1139510568
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Summary : The two volume set, consisting of LNCS 7728 and 7729, contains the carefully reviewed and selected papers presented at the nine workshops that were held in conjunction with the 11th Asian Conference on Computer Vision, ACCV 2012, in Daejeon, South Korea, in November 2012. From a total of 310 papers submitted, 78 were selected for presentation. ...

Computer Vision ECCV 2010

Computer Vision    ECCV 2010
  • Author : Kostas Daniilidis,Petros Maragos,Nikos Paragios
  • Publisher : Springer
  • Release Date : 2010-09-08
  • Total pages : 807
  • ISBN : 1139510568
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Summary : The 2010 edition of the European Conference on Computer Vision was held in Heraklion, Crete. The call for papers attracted an absolute record of 1,174 submissions. We describe here the selection of the accepted papers: Thirty-eight area chairs were selected coming from Europe (18), USA and Canada (16), and Asia (4). Their selection was based ...

Handbook of Image Processing and Computer Vision

Handbook of Image Processing and Computer Vision
  • Author : Arcangelo Distante,Cosimo Distante
  • Publisher : Springer Nature
  • Release Date : 2020-06-08
  • Total pages : 676
  • ISBN : 1139510568
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Summary : Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented within cover all ...

Emerging Topics in Computer Vision and Its Applications

Emerging Topics in Computer Vision and Its Applications
  • Author : C. H. Chen
  • Publisher : World Scientific
  • Release Date : 2012
  • Total pages : 508
  • ISBN : 1139510568
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Summary : This book gives a comprehensive overview of the most advanced theories, methodologies and applications in computer vision. Particularly, it gives an extensive coverage of 3D and robotic vision problems. Example chapters featured are Fourier methods for 3D surface modeling and analysis, use of constraints for calibration-free 3D Euclidean reconstruction, novel ...

Computer Vision Algorithms on Reconfigurable Logic Arrays

Computer Vision Algorithms on Reconfigurable Logic Arrays
  • Author : Nalini Kanta Ratha
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 450
  • ISBN : 1139510568
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Summary : Download or read online Computer Vision Algorithms on Reconfigurable Logic Arrays written by Nalini Kanta Ratha, published by which was released on 1996. Get Computer Vision Algorithms on Reconfigurable Logic Arrays Books now! Available in PDF, ePub and Kindle....

Proceedings of the Workshop on Computer Vision Representation and Control April 30 May 2 1984 Hilton Hotel Annapolis Maryland

Proceedings of the Workshop on Computer Vision  Representation and Control  April 30 May 2  1984  Hilton Hotel  Annapolis  Maryland
  • Author : Anonim
  • Publisher : IEEE Computer Society
  • Release Date : 1984
  • Total pages : 257
  • ISBN : 1139510568
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Summary : Download or read online Proceedings of the Workshop on Computer Vision Representation and Control April 30 May 2 1984 Hilton Hotel Annapolis Maryland written by , published by IEEE Computer Society which was released on 1984. Get Proceedings of the Workshop on Computer Vision Representation and Control April 30 May 2 1984 Hilton Hotel Annapolis Maryland Books now! ...

Foundations of Image Understanding

Foundations of Image Understanding
  • Author : Larry S. Davis
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 492
  • ISBN : 1139510568
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Summary : Computer systems that analyze images are critical to a wide variety of applications such as visual inspections systems for various manufacturing processes, remote sensing of the environment from space-borne imaging platforms, and automatic diagnosis from X-rays and other medical imaging sources. Professor Azriel Rosenfeld, the founder of the field of ...

International Conference on Computer Vision

International Conference on Computer Vision
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1998
  • Total pages : 212
  • ISBN : 1139510568
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Summary : Download or read online International Conference on Computer Vision written by , published by which was released on 1998. Get International Conference on Computer Vision Books now! Available in PDF, ePub and Kindle....