Automatic color space selection for biological image segmentation

被引：9

作者：

Meas-Yedid, V ^{[1
]}

Glory, E ^{[1
]}

Morelon, E ^{[1
]}

Pinset, C ^{[1
]}

Stamon, G ^{[1
]}

Olivo-Marin, JC ^{[1
]}

机构：

[1] Inst Pasteur, Quantitat Image Anal Unit, F-75015 Paris, France

来源：

PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3 | 2004年

关键词：

D O I：

10.1109/ICPR.2004.1334579

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper we have tested criteria designed by Liu and Borsotti to automatically evaluate the quality of a color segmentation. As they do not correctly answer our microscopy image problems, we propose two modified criteria adapted to two different biological applications. Penalizing inhomogeneity, numerous small regions and misclassified regions, our modified criteria help to select the best color space, for a given segmentation method.

引用

页码：514 / 517

页数：4

共 50 条

[1] Selection of Color Space for Image Segmentation in Pest Detection
Bodhe, Trupti S.
Mukherji, Prachi
2013 INTERNATIONAL CONFERENCE ON ADVANCES IN TECHNOLOGY AND ENGINEERING (ICATE), 2013,
[2] Color space selection for unsupervised color image segmentation by histogram multithresholding
Busin, L
Vandenbroucke, N
Macaire, L
Postaire, JG
ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, 2004, : 203 - 206
[3] Automatic Color Image Segmentation
Kalaivani, A.
Chitrakala, S.
2014 INTERNATIONAL CONFERENCE ON SCIENCE ENGINEERING AND MANAGEMENT RESEARCH (ICSEMR), 2014,
[4] Color Image Segmentation Based on Different Color Space Models Using Automatic GrabCut
Khattab, Dina
Ebied, Hala Mousher
Hussein, Ashraf Saad
Tolba, Mohamed Fahmy
SCIENTIFIC WORLD JOURNAL, 2014,
[5] Color image segmentation in a multidimensional space based on clonal selection algorithm
Deng X.-Z.
Jiao L.-C.
Yang S.-Y.
Wu Q.-Y.
Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2010, 32 (08): : 1792 - 1796
[6] A study on color space selection for determining image segmentation region number
Guo, P
Lyu, MR
IC-AI'2000: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 1-III, 2000, : 1127 - 1132
[7] Color image segmentation using morphological clustering and fusion with automatic scale selection
Lezoray, O.
Charrier, C.
PATTERN RECOGNITION LETTERS, 2009, 30 (04) : 397 - 406
[8] Effect of color space on color image segmentation
Kwok, N. M.
Ha, Q. P.
Fang, G.
PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 1369 - +
[9] Automatic Reference Color Selection for Adaptive Mathematical Morphology and Application in Image Segmentation
Shih, Huang-Chia
Liu, En-Rui
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 25 (10) : 4665 - 4676
[10] Color Image Segmentation in a Novel Dynamic Color Space
Jiao, Chunlin
Gao, Mantun
Shi, Yikai
2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 5922 - 5927

← 1 2 3 4 5 →