2D object detection and recognition : (Record no. 39282)
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000 -LEADER | |
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fixed length control field | 02911nam a2200469 i 4500 |
001 - CONTROL NUMBER | |
control field | 6267368 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | IEEE |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20190220121646.0 |
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
fixed length control field | m o d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
fixed length control field | cr |n||||||||| |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 151223s2002 maua ob 001 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9780262267090 |
Qualifying information | ebook |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
Canceled/invalid ISBN | 0262267098 |
Qualifying information | electronic |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
Canceled/invalid ISBN | 9780585446301 |
Qualifying information | electronic |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
Canceled/invalid ISBN | 058544630X |
Qualifying information | electronic |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
Canceled/invalid ISBN | 9780262011945 |
Qualifying information | |
035 ## - SYSTEM CONTROL NUMBER | |
System control number | (CaBNVSL)mat06267368 |
035 ## - SYSTEM CONTROL NUMBER | |
System control number | (IDAMS)0b000064818b4372 |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | CaBNVSL |
Language of cataloging | eng |
Description conventions | rda |
Transcribing agency | CaBNVSL |
Modifying agency | CaBNVSL |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
Classification number | TA1634 |
Item number | .A45 2002eb |
100 1# - MAIN ENTRY--PERSONAL NAME | |
Personal name | Amit, Yali, |
Relator term | author. |
245 10 - TITLE STATEMENT | |
Title | 2D object detection and recognition : |
Remainder of title | models, algorithms, and networks / |
Statement of responsibility, etc. | Yali Amit. |
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
Place of production, publication, distribution, manufacture | Cambridge, Massachusetts : |
Name of producer, publisher, distributor, manufacturer | MIT Press, |
Date of production, publication, distribution, manufacture, or copyright notice | c2002. |
264 #2 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
Place of production, publication, distribution, manufacture | [Piscataqay, New Jersey] : |
Name of producer, publisher, distributor, manufacturer | IEEE Xplore, |
Date of production, publication, distribution, manufacture, or copyright notice | [2002] |
300 ## - PHYSICAL DESCRIPTION | |
Extent | 1 PDF (xiv, 306 pages) : |
Other physical details | illustrations. |
336 ## - CONTENT TYPE | |
Content type term | text |
Source | rdacontent |
337 ## - MEDIA TYPE | |
Media type term | electronic |
Source | isbdmedia |
338 ## - CARRIER TYPE | |
Carrier type term | online resource |
Source | rdacarrier |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc. note | Includes bibliographical references (p. [287]-297) and index. |
506 1# - RESTRICTIONS ON ACCESS NOTE | |
Terms governing access | Restricted to subscribers or individual electronic text purchasers. |
520 ## - SUMMARY, ETC. | |
Summary, etc. | Two important subproblems of computer vision are the detection and recognition of 2D objects in gray-level images. This book discusses the construction and training of models, computational approaches to efficient implementation, and parallel implementations in biologically plausible neural network architectures. The approach is based on statistical modeling and estimation, with an emphasis on simplicity, transparency, and computational efficiency.The book describes a range of deformable template models, from coarse sparse models involving discrete, fast computations to more finely detailed models based on continuum formulations, involving intensive optimization. Each model is defined in terms of a subset of points on a reference grid (the template), a set of admissible instantiations of these points (deformations), and a statistical model for the data given a particular instantiation of the object present in the image. A recurring theme is a coarse to fine approach to the solution of vision problems. The book provides detailed descriptions of the algorithms used as well as the code, and the software and data sets are available on the Web. |
530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
Additional physical form available note | Also available in print. |
538 ## - SYSTEM DETAILS NOTE | |
System details note | Mode of access: World Wide Web |
588 ## - SOURCE OF DESCRIPTION NOTE | |
Source of description note | Description based on PDF viewed 12/23/2015. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Computer vision. |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | COMPUTERS |
General subdivision | Computer Vision & Pattern Recognition. |
Source of heading or term | bisacsh |
655 #0 - INDEX TERM--GENRE/FORM | |
Genre/form data or focus term | Electronic books. |
710 2# - ADDED ENTRY--CORPORATE NAME | |
Corporate name or jurisdiction name as entry element | IEEE Xplore (Online Service), |
Relator term | distributor. |
710 2# - ADDED ENTRY--CORPORATE NAME | |
Corporate name or jurisdiction name as entry element | MIT Press, |
Relator term | publisher. |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
Relationship information | Print version |
International Standard Book Number | 9780262011945 |
856 42 - ELECTRONIC LOCATION AND ACCESS | |
Materials specified | Abstract with links to resource |
Uniform Resource Identifier | http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267368 |
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