The Resource Night Vision Processing and Understanding, by Lianfa Bai, Jing Han, Jiang Yue, (electronic resource)

Night Vision Processing and Understanding, by Lianfa Bai, Jing Han, Jiang Yue, (electronic resource)

Label
Night Vision Processing and Understanding
Title
Night Vision Processing and Understanding
Statement of responsibility
by Lianfa Bai, Jing Han, Jiang Yue
Creator
Contributor
Author
Author
Provider
Subject
Language
eng
Summary
This book systematically analyses the latest insights into night vision imaging processing and perceptual understanding as well as related theories and methods. The algorithm model and hardware system provided can be used as the reference basis for the general design, algorithm design and hardware design of photoelectric systems. Focusing on the differences in the imaging environment, target characteristics, and imaging methods, this book discusses multi-spectral and video data, and investigates a variety of information mining and perceptual understanding algorithms. It also assesses different processing methods for multiple types of scenes and targets. Taking into account the needs of scientists and technicians engaged in night vision optoelectronic imaging detection research, the book incorporates the latest international technical methods. The content fully reflects the technical significance and dynamics of the new field of night vision. The eight chapters cover topics including multispectral imaging, Hadamard transform spectrometry; dimensionality reduction, data mining, data analysis, feature classification, feature learning; computer vision, image understanding, target recognition, object detection and colorization algorithms, which reflect the main areas of research in artificial intelligence in night vision. The book enables readers to grasp the novelty and practicality of the field and to develop their ability to connect theory with real-world applications. It also provides the necessary foundation to allow them to conduct research in the field and adapt to new technological developments in the future
http://library.link/vocab/creatorName
Bai, Lianfa
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • DgaonFUFrjw
  • k6iFbog2gCQ
  • wBUYAw8S2YQ
Image bit depth
0
LC call number
  • TA1637-1638
  • TA1634
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Han, Jing.
  • Yue, Jiang.
  • SpringerLink
http://library.link/vocab/subjectName
  • Computer vision
  • Data mining
  • Global analysis
  • Algorithms
  • Artificial intelligence
  • Image Processing and Computer Vision
  • Data Mining and Knowledge Discovery
  • Global Analysis and Analysis on Manifolds
  • Algorithms
  • Artificial Intelligence
Label
Night Vision Processing and Understanding, by Lianfa Bai, Jing Han, Jiang Yue, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- High Snr Hyperspectral Night Vision Image Acquisition with Multiplexing -- Multi-Visual Task Based on Night Vision Data Structure and Feature Analysis -- Feature Classification Based on Manifold Dimension Reduction for Night Vision Images -- Night Vision Data Classification Based on Sparse Representation and Random Subspace -- Learning Based Night Vision Image Recognition and Object Detection -- Non-Learning Based Motion Cognitive Detection and Self-Adaptable Tracking for Night Vision Videos -- The Colorization of Low Light Level Image Based on the Rule Mining
Dimensions
unknown
Extent
XVI, 266 p. 177 illus., 123 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9789811316692
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-981-13-1669-2
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-981-13-1669-2
Label
Night Vision Processing and Understanding, by Lianfa Bai, Jing Han, Jiang Yue, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- High Snr Hyperspectral Night Vision Image Acquisition with Multiplexing -- Multi-Visual Task Based on Night Vision Data Structure and Feature Analysis -- Feature Classification Based on Manifold Dimension Reduction for Night Vision Images -- Night Vision Data Classification Based on Sparse Representation and Random Subspace -- Learning Based Night Vision Image Recognition and Object Detection -- Non-Learning Based Motion Cognitive Detection and Self-Adaptable Tracking for Night Vision Videos -- The Colorization of Low Light Level Image Based on the Rule Mining
Dimensions
unknown
Extent
XVI, 266 p. 177 illus., 123 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9789811316692
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-981-13-1669-2
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-981-13-1669-2

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