DocumentCode :
2734025
Title :
Volume estimation of apple fruits using image processing
Author :
Iqbal, S. Md ; Gopal, A. ; Sarma, A.S.V.
Author_Institution :
Central Electron. Eng. Res. Inst., CSIR, Chennai, India
fYear :
2011
fDate :
3-5 Nov. 2011
Firstpage :
1
Lastpage :
6
Abstract :
The present paper describes analytical methods for estimation of volume of axi-symmetric fruits like apples based on single view fruit images and the shape-based analytical models. The fruits are categorized into spherical, ellipsoid and paraboloid shapes with appropriate analytical models for their volume estimation. The methods analyze the single view fruit images to extract the eccentricity and shape related parameters and use appropriate shape models for estimating the volume. The proposed methods were tested in the laboratory and found to be reasonably accurate.
Keywords :
feature extraction; food products; image processing; shape recognition; apple fruits; axisymmetric fruit volume estimation; eccentricity extraction; ellipsoid shapes; image processing; paraboloid shapes; shape related parameters; shape-based analytical models; single view fruit images; spherical shapes; volume estimation; Approximation methods; Ellipsoids; Estimation; Shape; Solid modeling; Volume measurement; Wavelength division multiplexing; axi-symmetric fruits; image processing; machine vision; single view; volume estimate;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Information Processing (ICIIP), 2011 International Conference on
Conference_Location :
Himachal Pradesh
Print_ISBN :
978-1-61284-859-4
Type :
conf
DOI :
10.1109/ICIIP.2011.6108909
Filename :
6108909
Link To Document :
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