The Resource Concise Computer Vision : An Introduction into Theory and Algorithms, by Reinhard Klette, (electronic resource)

Concise Computer Vision : An Introduction into Theory and Algorithms, by Reinhard Klette, (electronic resource)

Label
Concise Computer Vision : An Introduction into Theory and Algorithms
Title
Concise Computer Vision
Title remainder
An Introduction into Theory and Algorithms
Statement of responsibility
by Reinhard Klette
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
Many textbooks on computer vision can be unwieldy and intimidating in their coverage of this extensive discipline. This textbook addresses the need for a concise overview of the fundamentals of this field. Concise Computer Vision provides an accessible general introduction to the essential topics in computer vision, highlighting the role of important algorithms and mathematical concepts. Classroom-tested programming exercises and review questions are also supplied at the end of each chapter. Topics and features: Provides an introduction to the basic notation and mathematical concepts for describing an image, and the key concepts for mapping an image into an image Explains the topologic and geometric basics for analysing image regions and distributions of image values, and discusses identifying patterns in an image Introduces optic flow for representing dense motion, and such topics in sparse motion analysis as keypoint detection and descriptor definition, and feature tracking using the Kalman filter Describes special approaches for image binarization and segmentation of still images or video frames Examines the three basic components of a computer vision system, namely camera geometry and photometry, coordinate systems, and camera calibration Reviews different techniques for vision-based 3D shape reconstruction, including the use of structured lighting, stereo vision, and shading-based shape understanding Includes a discussion of stereo matchers, and the phase-congruency model for image features Presents an introduction into classification and learning, with a detailed description of basic AdaBoost and the use of random forests This concise and easy to read textbook/reference is ideal for an introductory course at third- or fourth-year level in an undergraduate computer science or engineering programme
Member of
http://library.link/vocab/creatorName
Klette, Reinhard
Dewey number
006.37
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
QZbY07MtdyI
Language note
English
LC call number
  • TA1637-1638
  • TA1634
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Undergraduate Topics in Computer Science,
http://library.link/vocab/subjectName
  • Computer vision
  • Artificial intelligence
  • Image Processing and Computer Vision
  • Artificial Intelligence
Label
Concise Computer Vision : An Introduction into Theory and Algorithms, by Reinhard Klette, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
1: Image Data -- 2: Image Processing -- 3: Image Analysis -- 4: Dense Motion Analysis -- 5: Image Segmentation -- 6: Cameras, Coordinates and Calibration -- 7: 3D Shape Reconstruction -- 8: Stereo Matching -- 9: Feature Detection and Tracking -- 10: Object Detection
Dimensions
unknown
Edition
1st ed. 2014.
Extent
1 online resource (441 p.)
Form of item
online
Isbn
9781447163206
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4471-6320-6
Specific material designation
remote
System control number
  • (CKB)3710000000085735
  • (EBL)1636415
  • (SSID)ssj0001186522
  • (PQKBManifestationID)11701772
  • (PQKBTitleCode)TC0001186522
  • (PQKBWorkID)11219192
  • (PQKB)11609760
  • (DE-He213)978-1-4471-6320-6
  • (EXLCZ)993710000000085735
Label
Concise Computer Vision : An Introduction into Theory and Algorithms, by Reinhard Klette, (electronic resource)
Publication
Note
Description based upon print version of record
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
1: Image Data -- 2: Image Processing -- 3: Image Analysis -- 4: Dense Motion Analysis -- 5: Image Segmentation -- 6: Cameras, Coordinates and Calibration -- 7: 3D Shape Reconstruction -- 8: Stereo Matching -- 9: Feature Detection and Tracking -- 10: Object Detection
Dimensions
unknown
Edition
1st ed. 2014.
Extent
1 online resource (441 p.)
Form of item
online
Isbn
9781447163206
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4471-6320-6
Specific material designation
remote
System control number
  • (CKB)3710000000085735
  • (EBL)1636415
  • (SSID)ssj0001186522
  • (PQKBManifestationID)11701772
  • (PQKBTitleCode)TC0001186522
  • (PQKBWorkID)11219192
  • (PQKB)11609760
  • (DE-He213)978-1-4471-6320-6
  • (EXLCZ)993710000000085735

Library Locations

  • Architecture LibraryBorrow it
    Gould Hall 830 Van Vleet Oval Rm. 105, Norman, OK, 73019, US
    35.205706 -97.445050
  • Bizzell Memorial LibraryBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Boorstin CollectionBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Chinese Literature Translation ArchiveBorrow it
    401 W. Brooks St., RM 414, Norman, OK, 73019, US
    35.207487 -97.447906
  • Engineering LibraryBorrow it
    Felgar Hall 865 Asp Avenue, Rm. 222, Norman, OK, 73019, US
    35.205706 -97.445050
  • Fine Arts LibraryBorrow it
    Catlett Music Center 500 West Boyd Street, Rm. 20, Norman, OK, 73019, US
    35.210371 -97.448244
  • Harry W. Bass Business History CollectionBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • History of Science CollectionsBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • John and Mary Nichols Rare Books and Special CollectionsBorrow it
    401 W. Brooks St., Rm. 509NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • Library Service CenterBorrow it
    2601 Technology Place, Norman, OK, 73019, US
    35.185561 -97.398361
  • Price College Digital LibraryBorrow it
    Adams Hall 102 307 West Brooks St., Norman, OK, 73019, US
    35.210371 -97.448244
  • Western History CollectionsBorrow it
    Monnet Hall 630 Parrington Oval, Rm. 300, Norman, OK, 73019, US
    35.209584 -97.445414
Processing Feedback ...