DocumentCode
2236081
Title
IR based Level Set Evolution for segmentation of shadow images
Author
Ganta, Raghotham Reddy ; Zaheeruddin, Syed ; Baddiri, Narsimha ; Rao, R. Rameshwar
Author_Institution
Dept. of ECE, Kakatiya Inst. of Technol. & Sci., Warangal, India
fYear
2011
fDate
22-24 Sept. 2011
Firstpage
885
Lastpage
889
Abstract
Inhomogeneous intensity regions get embedded into the images due the result of image acquisition done under various lightening conditions. Segmentation of such images by using traditional methods shows poor results. In this paper we propose a Level set method by introducing a new adaptive force function on the level sets evolution. The force function is derived from reflectance & illuminations present in the image. This method is proved to be successful in segmentation of images by excluding the shadow regions present in the images.
Keywords
image segmentation; lighting; reflectivity; IR based level set evolution; adaptive force function; image acquisition; inhomogeneous intensity regions; shadow image segmentation; Active contours; Image edge detection; Image segmentation; Level set; Lighting; Mathematical model; Reflectivity; Illumination; Level sets; Reflectance; homomorphic decomposition and Segmentation;
fLanguage
English
Publisher
ieee
Conference_Titel
Recent Advances in Intelligent Computational Systems (RAICS), 2011 IEEE
Conference_Location
Trivandrum
Print_ISBN
978-1-4244-9478-1
Type
conf
DOI
10.1109/RAICS.2011.6069436
Filename
6069436
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