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