DocumentCode
3264177
Title
Shading compensation methods for robots to harvest strawberries in tabletop culture
Author
Rajendra, Peter ; Mitsutaka, Kurita ; Kazunori, Ninomiya ; Gosei, Okazaki ; Shigehiko, Hayashi
Author_Institution
Product Planning & Dev. Dept., Shibuya.Seiki Co..Ltd., Matsuyama, Japan
fYear
2011
fDate
20-22 Dec. 2011
Firstpage
172
Lastpage
177
Abstract
A strawberry robot with five degree of freedom was developed. Improvements and developments are based on the past experimental results. In order to avoid the aging of light source and heating of the system LED was used for illumination. However, because of geometrical constrains and inherited characteristics of LED, non uniform illumination exists in the system. Present study compares the impact of illumination intensity correction on the strawberries area detection. Two illumination correction methods are compared in this study, first method is based on the shading reference and second method is based on L*a*b*. Actually, light intensity variation is non linear with the increasing depth, however it becomes almost linear after shading correction. Furthermore strawberry is far from the light source therefore intensity variation on the strawberry surface is a flat curve, it is almost a flat plane. The curvature of strawberry is steep, as strawberry is far from the light source illumination variation after shading is almost negligible. Future study is required to understand the influence of intensity correction on the fruit maturity calculation.
Keywords
agricultural products; agriculture; industrial robots; lighting; mobile robots; object detection; robot vision; L*a*b*; fruit maturity calculation; geometrical constrains; illumination intensity correction impact; intensity correction; intensity variation; light source illumination variation; nonuniform illumination; shading compensation methods; shading correction; shading reference; strawberries area detection; strawberry robot; system LED heating; tabletop culture; Cameras; Image color analysis; Light emitting diodes; Lighting; Mathematical model; Robot vision systems;
fLanguage
English
Publisher
ieee
Conference_Titel
System Integration (SII), 2011 IEEE/SICE International Symposium on
Conference_Location
Kyoto
Print_ISBN
978-1-4577-1523-5
Type
conf
DOI
10.1109/SII.2011.6147440
Filename
6147440
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