Title :
Outdoor illumination estimation of color images
Author :
Vibhute, A. ; Bodhe, S.K.
Author_Institution :
Brahmdevdada Mane Inst. of Technol., Solapur, India
Abstract :
Color being important parameter for object recognition, need to be presented without color casts. Color constancy and the white point estimation or balance for color calibration always remains challenge for researchers. Many algorithms proposed for the same. This paper proposes the method to estimate outdoor illumination using statistical approach and HSV plane. The results obtained shows high correlation with the all planes. Saturation plane gives higher correlation and fitted to regression for estimation of illumination. Results extended can be used for various applications in image processing.
Keywords :
image colour analysis; lighting; object recognition; statistical analysis; HSV plane; color calibration; color constancy; color images; image processing; object recognition; outdoor illumination estimation; statistical approach; white point estimation; Cameras; Color; Correlation; Estimation; Image color analysis; Lighting; Polynomials; Color spaces; HSV; scaled SD; white balance; white point;
Conference_Titel :
Communications and Signal Processing (ICCSP), 2013 International Conference on
Conference_Location :
Melmaruvathur
Print_ISBN :
978-1-4673-4865-2
DOI :
10.1109/iccsp.2013.6577069