DocumentCode
2955681
Title
Chile identification for metrics in the chile industry
Author
Muguira, Maritza R. ; Salton, Jonathan R. ; Novick, David K. ; Schwebach, Jesse N. ; Wilson, Christopher W.
Author_Institution
Intelligent Syst. & Robotics Center, Sandia Nat. Labs., Albuquerqueu, NM, USA
Volume
4
fYear
2005
fDate
10-12 Oct. 2005
Firstpage
3118
Abstract
This paper presents a novel approach to identify chile pods in two dimensional images of chile harvests in order to quantitatively evaluate harvesting and cleaning systems. Chilies vary greatly in shape, color, and texture throughout the season and within varieties and thus pose a unique challenge compared to the identification of other more uniform objects. Since chilies do not have distinct point features typically exploited in object recognition algorithms, a normalized shape distribution function was used to describe each object´s general shape. 486 harvest object images were collected throughout the season and then placed in categories. Representative shape functions were derived from chilies in a given category and the other chilies, stems, and leaves were compared to each class. Sample shape distributions were found to provide a robust signature to discriminate among chile pods and harvest trash objects.
Keywords
agriculture; crops; feature extraction; image texture; object recognition; chile harvest; chile identification; chile industry; chile pod; harvest object image; harvest trash object; image analysis; natural shape; object classification; object identification; object recognition; shape analysis; shape distribution function; Costs; Distribution functions; Intelligent robots; Intelligent systems; Laboratories; Moisture; Service robots; Shape; System testing; Textile industry; Shape distribution functions; classification; image analysis; natural shapes; object identification; shape analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN
0-7803-9298-1
Type
conf
DOI
10.1109/ICSMC.2005.1571625
Filename
1571625
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