Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation

Len Hamey; Jeffrey C H Yeh; Tas Westcott; Samuel K Y Sung

doi:10.1109/ICPR.1998.711063

Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation

Len Hamey, Jeffrey C H Yeh, Tas Westcott, Samuel K Y Sung

School of Computing

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

Abstract

Kohonen's self-organising map is used to identify the colour development of baked goods from samples taken during baking. The resulting bake curves represent the colours characteristic of a particular baked product. Images of baked goods can be segmented and foreign bodies identified using these baking curves.

Original language	English
Title of host publication	Proceedings, fourteenth international conference on pattern recognition
Editors	Anil K. Jain, Svetha Venkatesh, Brian C. Lovell
Place of Publication	Los Alamitos, CA
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	1771-1775
Number of pages	5
Volume	2
ISBN (Electronic)	0818685131, 081868514X
ISBN (Print)	0818685123
DOIs	https://doi.org/10.1109/ICPR.1998.711063
Publication status	Published - 1998
Event	14th International Conference on Pattern Recognition - BRISBANE, Australia Duration: 16 Aug 1998 → 20 Aug 1998

Publication series

Name	International conference on pattern recognition
Publisher	IEEE COMPUTER SOC
ISSN (Print)	1051-4651

Conference

Conference	14th International Conference on Pattern Recognition
Country/Territory	Australia
City	BRISBANE
Period	16/08/98 → 20/08/98

Access to Document

10.1109/ICPR.1998.711063

Cite this

Hamey, L., Yeh, J. C. H., Westcott, T., & Sung, S. K. Y. (1998). Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation. In A. K. Jain, S. Venkatesh, & B. C. Lovell (Eds.), Proceedings, fourteenth international conference on pattern recognition (Vol. 2, pp. 1771-1775). (International conference on pattern recognition). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICPR.1998.711063

Hamey, Len ; Yeh, Jeffrey C H ; Westcott, Tas et al. / Pre-processing colour images with a self-organising map : baking curve identification and bake image segmentation. Proceedings, fourteenth international conference on pattern recognition. editor / Anil K. Jain ; Svetha Venkatesh ; Brian C. Lovell. Vol. 2 Los Alamitos, CA : Institute of Electrical and Electronics Engineers (IEEE), 1998. pp. 1771-1775 (International conference on pattern recognition).

@inproceedings{5107ff5d38d045f09947d524ea126251,

title = "Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation",

abstract = "Kohonen's self-organising map is used to identify the colour development of baked goods from samples taken during baking. The resulting bake curves represent the colours characteristic of a particular baked product. Images of baked goods can be segmented and foreign bodies identified using these baking curves.",

author = "Len Hamey and Yeh, {Jeffrey C H} and Tas Westcott and Sung, {Samuel K Y}",

year = "1998",

doi = "10.1109/ICPR.1998.711063",

language = "English",

isbn = "0818685123",

volume = "2",

series = "International conference on pattern recognition",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

pages = "1771--1775",

editor = "Jain, {Anil K.} and Svetha Venkatesh and Lovell, {Brian C.}",

booktitle = "Proceedings, fourteenth international conference on pattern recognition",

address = "United States",

note = "14th International Conference on Pattern Recognition ; Conference date: 16-08-1998 Through 20-08-1998",

}

Hamey, L, Yeh, JCH, Westcott, T & Sung, SKY 1998, Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation. in AK Jain, S Venkatesh & BC Lovell (eds), Proceedings, fourteenth international conference on pattern recognition. vol. 2, International conference on pattern recognition, Institute of Electrical and Electronics Engineers (IEEE), Los Alamitos, CA, pp. 1771-1775, 14th International Conference on Pattern Recognition, BRISBANE, Australia, 16/08/98. https://doi.org/10.1109/ICPR.1998.711063

Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation. / Hamey, Len; Yeh, Jeffrey C H; Westcott, Tas et al.
Proceedings, fourteenth international conference on pattern recognition. ed. / Anil K. Jain; Svetha Venkatesh; Brian C. Lovell. Vol. 2 Los Alamitos, CA: Institute of Electrical and Electronics Engineers (IEEE), 1998. p. 1771-1775 (International conference on pattern recognition).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

TY - GEN

T1 - Pre-processing colour images with a self-organising map

T2 - 14th International Conference on Pattern Recognition

AU - Hamey, Len

AU - Yeh, Jeffrey C H

AU - Westcott, Tas

AU - Sung, Samuel K Y

PY - 1998

Y1 - 1998

N2 - Kohonen's self-organising map is used to identify the colour development of baked goods from samples taken during baking. The resulting bake curves represent the colours characteristic of a particular baked product. Images of baked goods can be segmented and foreign bodies identified using these baking curves.

AB - Kohonen's self-organising map is used to identify the colour development of baked goods from samples taken during baking. The resulting bake curves represent the colours characteristic of a particular baked product. Images of baked goods can be segmented and foreign bodies identified using these baking curves.

U2 - 10.1109/ICPR.1998.711063

DO - 10.1109/ICPR.1998.711063

M3 - Conference proceeding contribution

SN - 0818685123

VL - 2

T3 - International conference on pattern recognition

SP - 1771

EP - 1775

BT - Proceedings, fourteenth international conference on pattern recognition

A2 - Jain, Anil K.

A2 - Venkatesh, Svetha

A2 - Lovell, Brian C.

PB - Institute of Electrical and Electronics Engineers (IEEE)

CY - Los Alamitos, CA

Y2 - 16 August 1998 through 20 August 1998

ER -

Hamey L, Yeh JCH, Westcott T, Sung SKY. Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation. In Jain AK, Venkatesh S, Lovell BC, editors, Proceedings, fourteenth international conference on pattern recognition. Vol. 2. Los Alamitos, CA: Institute of Electrical and Electronics Engineers (IEEE). 1998. p. 1771-1775. (International conference on pattern recognition). doi: 10.1109/ICPR.1998.711063

Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation

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