The Resource Feature coding for image representation and recognition, Yongzhen Huang, Tieniu Tan

Feature coding for image representation and recognition, Yongzhen Huang, Tieniu Tan

Label
Feature coding for image representation and recognition
Title
Feature coding for image representation and recognition
Statement of responsibility
Yongzhen Huang, Tieniu Tan
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
This brief presents a comprehensive introduction to feature coding, which serves as a key module for the typical object recognition pipeline. The text offers a rich blend of theory and practice while reflects the recent developments on feature coding, covering the following five aspects: (1) Review the state-of-the-art, analyzing the motivations and mathematical representations of various feature coding methods; (2) Explore how various feature coding algorithms evolve along years; (3) Summarize the main characteristics of typical feature coding algorithms and categorize them accordingly; (4) Discuss the applications of feature coding in different visual tasks, analyze the influence of some key factors in feature coding with intensive experimental studies; (5) Provide the suggestions of how to apply different feature coding methods and forecast the potential directions for future work on the topic. It is suitable for students, researchers, practitioners interested in object recognition
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Huang, Yongzhen
Dewey number
003/.54
Illustrations
illustrations
Index
no index present
LC call number
QA268
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Tan, Tieniu
Series statement
SpringerBriefs in Computer Science,
http://library.link/vocab/subjectName
  • Coding theory
  • Image processing
  • SCIENCE
  • TECHNOLOGY & ENGINEERING
  • Coding theory
  • Image processing
Label
Feature coding for image representation and recognition, Yongzhen Huang, Tieniu Tan
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-662-45000-0
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
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
1. Introduction -- 2. Taxonomy -- 3. Representative Feature Coding Algorithms -- 4. Evolution of Feature Coding -- 5. Experimental Study of Feature Coding -- 6. Enhancement via Integrating Spatial Information -- 7. Enhancement via Integrating High Order Coding Information -- 8. Conclusion
Dimensions
unknown
Extent
  • 1 online resource (xiii, 74 pages)
  • 1 online resource.
File format
unknown
Form of item
online
Isbn
9783662449998
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-662-45000-0
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)899495730
  • (OCoLC)ocn899495730
Label
Feature coding for image representation and recognition, Yongzhen Huang, Tieniu Tan
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-662-45000-0
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
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
1. Introduction -- 2. Taxonomy -- 3. Representative Feature Coding Algorithms -- 4. Evolution of Feature Coding -- 5. Experimental Study of Feature Coding -- 6. Enhancement via Integrating Spatial Information -- 7. Enhancement via Integrating High Order Coding Information -- 8. Conclusion
Dimensions
unknown
Extent
  • 1 online resource (xiii, 74 pages)
  • 1 online resource.
File format
unknown
Form of item
online
Isbn
9783662449998
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-662-45000-0
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)899495730
  • (OCoLC)ocn899495730

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