DocumentCode
1663430
Title
Grading meat quality by texture analysis
Author
Shiranita, Kazuhiko ; Hayashi, Kenichiro ; Otsubo, Akifumi ; Miyajima, Tsuneharu ; Takiyama, Ryum
Author_Institution
Ind. Technol. Center of Saga, Japan
Volume
2
fYear
1999
fDate
6/21/1905 12:00:00 AM
Firstpage
958
Abstract
We describe a method of determining meat quality using the concepts of “marbling score” and texture analysis. The marbling score is a measure of the distribution density of fat in the rib-eye region. In this system, we consider the marbling of meat as a texture pattern. We use a gray level cooccurrence matrix as a texture feature and make standard texture-feature vectors for each grade using it. The grade of an unevaluated image is determined by comparing the texture-feature vector of this unevaluated image with the standard texture-feature vectors. Experimental results show that the system is effective
Keywords
feature extraction; gray level cooccurrence matrix; marbling score; meat quality grading; texture analysis; texture feature; texture pattern; texture-feature vector; texture-feature vectors; unevaluated image; Agriculture; Density measurement; Image analysis; Image texture analysis; Inspection; Muscles; Performance analysis; Refrigeration; Statistics; Temperature;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location
Tokyo
ISSN
1062-922X
Print_ISBN
0-7803-5731-0
Type
conf
DOI
10.1109/ICSMC.1999.825392
Filename
825392
Link To Document