國立虎尾科技大學 |

Language: English

Back

Content-based image classification :...

Das, Rik, (1978-)

Content-based image classification : = efficient machine learning using robust feature extraction techniques /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Content-based image classification :/ Rik Das.
Reminder of title:	efficient machine learning using robust feature extraction techniques /
Author:	Das, Rik,
Published:	Boca Raton :CRC Press, : 2021.,
Description:	xvi, 179 p. :ill. ; : 24 cm.;
Notes:	"A Chapman & Hall book."
Subject:	Image analysis - Data processing. -
ISBN:	9780367371609 (cloth) :

Content-based image classification : = efficient machine learning using robust feature extraction techniques /
Das, Rik,1978-

Content-based image classification :efficient machine learning using robust feature extraction techniques /Rik Das. - 1st ed. - Boca Raton :CRC Press,2021. - xvi, 179 p. :ill. ;24 cm.

"A Chapman & Hall book."

Includes bibliographical references and index.

Introduction to content based image classification -- A review of hand-crafted feature extraction techniques for content based image classification -- Content based feature extraction : color averaging --Content based feature extraction : image binarization -- Content basedfeature extraction : image transforms -- Content based feature extraction :morphological operators -- Content based feature extraction : texturecomponents -- Fusion based classification : a comparison of early fusion andlate fusion architecture for content based features -- Future directions : ajourney from handcrafted techniques to representation learning -- WEKA :beginners' tutorial.

ISBN: 9780367371609 (cloth) :NT3430

LCCN: 2020030222Subjects--Topical Terms:

599442
Image analysis
--Data processing.

LC Class. No.: TA1650 / .D376 2021

Dewey Class. No.: 006.4/20285631

Content-based image classification : = efficient machine learning using robust feature extraction techniques /
LDR:01417cam a2200241 a 450 001 1037878
005 20200721082738.0
008 211026s2021 flua b 001 0 eng
010 $a 2020030222
020 $a 9780367371609 (cloth) : $c NT3430
020 $z 9780429352928 (ebook)
035 $a 616045
040 $a LBSOR/DLC $b eng $c NFU
041 0 # $a eng
042 $a pcc
050 0 0 $a TA1650 $b .D376 2021
082 0 0 $a 006.4/20285631 $2 23
100 1 $a Das, Rik, $d 1978- $e author. $3 1335148
245 1 0 $a Content-based image classification : $b efficient machine learning using robust feature extraction techniques / $c Rik Das.
250 $a 1st ed.
260 # $a Boca Raton : $b CRC Press, $c 2021.
300 $a xvi, 179 p. : $b ill. ; $c 24 cm.
500 $a "A Chapman & Hall book."
504 $a Includes bibliographical references and index.
505 0 # $a Introduction to content based image classification -- A review of hand-crafted feature extraction techniques for content based image classification -- Content based feature extraction : color averaging --Content based feature extraction : image binarization -- Content basedfeature extraction : image transforms -- Content based feature extraction :morphological operators -- Content based feature extraction : texturecomponents -- Fusion based classification : a comparison of early fusion andlate fusion architecture for content based features -- Future directions : ajourney from handcrafted techniques to representation learning -- WEKA :beginners' tutorial.
650 # 0 $a Image analysis $x Data processing. $3 599442
650 # 0 $a Image data mining. $3 1335149
650 # 0 $a Images, Photographic $x Classification. $3 1335150
650 # 0 $a Machine learning. $3 561253
650 # 0 $a Optical pattern recognition. $3 557494