The Resource Computer vision : algorithms and applications, Richard Szeliski
Computer vision : algorithms and applications, Richard Szeliski
Resource Information
The item Computer vision : algorithms and applications, Richard Szeliski represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 2 library branches.
Resource Information
The item Computer vision : algorithms and applications, Richard Szeliski represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 2 library branches.
- Summary
- 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
- Language
- eng
- Extent
- 1 online resource (xx, 812 pages)
- Contents
-
- Introduction
- Image Formation
- Image Processing
- Feature Detection and Matching
- Segmentation
- Feature-based Alignment
- Structure from Motion
- Dense Motion Estimation
- Image Stitching
- Computational Photography
- Stereo Correspondence
- 3D Reconstruction
- Image-based Rendering
- Recognition
- Isbn
- 9781848829350
- Label
- Computer vision : algorithms and applications
- Title
- Computer vision
- Title remainder
- algorithms and applications
- Statement of responsibility
- Richard Szeliski
- Language
- eng
- Summary
- 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
- Cataloging source
- GW5XE
- http://library.link/vocab/creatorDate
- 1958-
- http://library.link/vocab/creatorName
- Szeliski, Richard
- Dewey number
- 006.3/7
- Illustrations
- illustrations
- Index
- index present
- Language note
- English
- LC call number
- TA1634
- LC item number
- .S94 2011
- Literary form
- non fiction
- Nature of contents
-
- dictionaries
- bibliography
- Series statement
- Texts in computer science,
- http://library.link/vocab/subjectName
-
- Computer vision
- Informatique
- Computer vision
- Maschinelles Sehen
- Bildverarbeitung
- Label
- Computer vision : algorithms and applications, Richard Szeliski
- Bibliography note
- Includes bibliographical references and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Color
- multicolored
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Introduction -- Image Formation -- Image Processing -- Feature Detection and Matching -- Segmentation -- Feature-based Alignment -- Structure from Motion -- Dense Motion Estimation -- Image Stitching -- Computational Photography -- Stereo Correspondence -- 3D Reconstruction -- Image-based Rendering -- Recognition
- Control code
- 682910466
- Dimensions
- unknown
- Extent
- 1 online resource (xx, 812 pages)
- Form of item
- online
- Isbn
- 9781848829350
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Other control number
-
- 10.1007/978-1-84882-935-0
- 99945459027
- Other physical details
- illustrations (some color).
- http://library.link/vocab/ext/overdrive/overdriveId
- 978-1-84882-934-3
- Specific material designation
- remote
- System control number
- (OCoLC)682910466
- Label
- Computer vision : algorithms and applications, Richard Szeliski
- Bibliography note
- Includes bibliographical references and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Color
- multicolored
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Introduction -- Image Formation -- Image Processing -- Feature Detection and Matching -- Segmentation -- Feature-based Alignment -- Structure from Motion -- Dense Motion Estimation -- Image Stitching -- Computational Photography -- Stereo Correspondence -- 3D Reconstruction -- Image-based Rendering -- Recognition
- Control code
- 682910466
- Dimensions
- unknown
- Extent
- 1 online resource (xx, 812 pages)
- Form of item
- online
- Isbn
- 9781848829350
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Other control number
-
- 10.1007/978-1-84882-935-0
- 99945459027
- Other physical details
- illustrations (some color).
- http://library.link/vocab/ext/overdrive/overdriveId
- 978-1-84882-934-3
- Specific material designation
- remote
- System control number
- (OCoLC)682910466
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/Computer-vision--algorithms-and-applications/7QK2TE6Jn60/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/Computer-vision--algorithms-and-applications/7QK2TE6Jn60/">Computer vision : algorithms and applications, Richard Szeliski</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>
