DocumentCode
2919922
Title
A shadow detection and removal algorithm for 2-D images
Author
Scanlan, Joseph ; Chabries, Douglas ; Christiansen, Richard
Author_Institution
Dept. of Electr. & Comput. Eng., Brigham Young Univ., Provo, UT, USA
fYear
1990
fDate
3-6 Apr 1990
Firstpage
2057
Abstract
An algorithm that detects and removes background shadows from images in which the pattern set occupies the upper-most intensity range of the image and the image is background dominant outside the pattern set is presented. The algorithm will remove background shadows and preserve any remaining texture left behind by the shadow function. A mathematical model of the histogram modification function of the shadow-removal algorithm is developed. An analysis of the sequential nature of the algorithm is included along with simulated results to verify the mathematical model developed and to show the effectiveness of the algorithm in removing background pattern shadows
Keywords
pattern recognition; picture processing; 2D images; histogram modification function; mathematical model; shadow detection; shadow-removal algorithm; Algorithm design and analysis; Analytical models; Attenuation; Dynamic range; Histograms; Image coding; Mathematical model; Noise generators; Pattern analysis; Pattern matching; Pixel; Reflectivity; Remote sensing;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on
Conference_Location
Albuquerque, NM
ISSN
1520-6149
Type
conf
DOI
10.1109/ICASSP.1990.115931
Filename
115931
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