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Moving Objects Detection Using Machine Learning (Record no. 200457984)

MARC details
000 -LEADER
fixed length control field	03650nam a22006015i 4500
003 - CONTROL NUMBER IDENTIFIER
control field	TR-AnTOB
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20231121163223.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field	cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	211216s2022 sz \| s \|\|\|\| 0\|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9783030909109
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code	10.1007/978-3-030-90910-9
Source of number or code	doi
040 ## - CATALOGING SOURCE
Original cataloging agency	TR-AnTOB
Language of cataloging	eng
Description conventions	rda
Transcribing agency	TR-AnTOB
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title	İngilizce
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number	Q325.5
072 #7 - SUBJECT CATEGORY CODE
Subject category code	TJK
Source	bicssc

Subject category code	TEC041000
Source	bisacsh

Subject category code	TJK
Source	thema
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR)	Q325.5EBK
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name	Ghedia, Navneet.
Relator term	author.
Relator code	aut
--	http://id.loc.gov/vocabulary/relators/aut
245 10 - TITLE STATEMENT
Title	Moving Objects Detection Using Machine Learning
Medium	[electronic resource] /
Statement of responsibility, etc.	by Navneet Ghedia, Chandresh Vithalani, Ashish M. Kothari, Rohit M. Thanki.
250 ## - EDITION STATEMENT
Edition statement	1st ed. 2022.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture	Cham :
Name of producer, publisher, distributor, manufacturer	Springer International Publishing :
--	Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice	2022.
300 ## - PHYSICAL DESCRIPTION
Extent	1 online resource
336 ## - CONTENT TYPE
Content type term	text
Content type code	txt
Source	rdacontent
337 ## - MEDIA TYPE
Media type term	computer
Media type code	c
Source	rdamedia
338 ## - CARRIER TYPE
Carrier type term	online resource
Carrier type code	cr
Source	rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type	text file
Encoding format	PDF
Source	rda
490 1# - SERIES STATEMENT
Series statement	SpringerBriefs in Electrical and Computer Engineering,
International Standard Serial Number	2191-8120
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note	Chapter1. Introduction -- Chapter2. Existing Research in Video Surveillance System -- Chapter3. Background Modeling -- Chapter4. Object Tracking -- Chapter5. Summary of Book.
520 ## - SUMMARY, ETC.
Summary, etc.	This book shows how machine learning can detect moving objects in a digital video stream. The authors present different background subtraction approaches, foreground segmentation, and object tracking approaches to accomplish this. They also propose an algorithm that considers a multimodal background subtraction approach that can handle a dynamic background and different constraints. The authors show how the proposed algorithm is able to detect and track 2D & 3D objects in monocular sequences for both indoor and outdoor surveillance environments and at the same time, also able to work satisfactorily in a dynamic background and with challenging constraints. In addition, the shows how the proposed algorithm makes use of parameter optimization and adaptive threshold techniques as intrinsic improvements of the Gaussian Mixture Model. The presented system in the book is also able to handle partial occlusion during object detection and tracking. All the presented work and evaluations were carried out in offline processing with the computation done by a single laptop computer with MATLAB serving as software environment.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Telecommunication.

Topical term or geographic name entry element	Image processing—Digital techniques.

Topical term or geographic name entry element	Computer vision.

Topical term or geographic name entry element	Computational intelligence.

Topical term or geographic name entry element	Communications Engineering, Networks.

Topical term or geographic name entry element	Computer Imaging, Vision, Pattern Recognition and Graphics.

Topical term or geographic name entry element	Computational Intelligence.
653 #0 - INDEX TERM--UNCONTROLLED
Uncontrolled term	Computer vision

Uncontrolled term	Digital video

Uncontrolled term	Machine learning

Uncontrolled term	Video surveillance
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Vithalani, Chandresh.
Relator term	author.
Relator code	aut
--	http://id.loc.gov/vocabulary/relators/aut

Personal name	Kothari, Ashish M.
Relator term	author.
Relator code	aut
--	http://id.loc.gov/vocabulary/relators/aut

Personal name	Thanki, Rohit M.
Relator term	author.
Authority record control number or standard number	(orcid)0000-0002-0645-6266
Relator code	aut
--	http://id.loc.gov/vocabulary/relators/aut
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element	SpringerLink (Online service)
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title	SpringerBriefs in Electrical and Computer Engineering,
International Standard Serial Number	2191-8120
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier	<a href="https://doi.org/10.1007/978-3-030-90910-9">https://doi.org/10.1007/978-3-030-90910-9</a>
Materials specified	Springer eBooks
Public note	Online access link to the resource
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme	Library of Congress Classification
Koha item type	E-Book

Holdings
Withdrawn status	Lost status	Source of classification or shelving scheme	Not for loan	Collection code	Home library	Current library	Date acquired	Source of acquisition	Inventory number	Total Checkouts	Full call number	Barcode	Date last seen	Copy number	Date shelved	Koha item type	Public note
		Library of Congress Classification	Geçerli değil-e-Kitap / Not applicable-e-Book	E-Kitap Koleksiyonu	Merkez Kütüphane	Merkez Kütüphane	11/10/2023	Satın Alma / Purchase	YAP		Q325.5EBK	EBK03290	21/11/2023	1	21/11/2023	E-Book