Title :
Gray-scale erosion algorithm based on image bitwise decomposition: Application to Focal Plane Processors
Author :
Frías-Velázquez, Andrés ; Morros, Josep Ramon
Author_Institution :
Univ. Politec. de Catalunya
Abstract :
A novel approach to implement gray-scale morphological operations is presented in this work. This new technique is based on the bitwise decomposition of the gray-scale image, yielding bitplanes disposed according to their bit of significance. It is of particular interest for implementations on focal plane processors. Our approach relies on the binary search method to obtain either the maximum or minimum on a local neighborhood by manipulating the binary levels resulting from the bitwise decomposition with simple logic functions. This contrasts significantly with the classical threshold decomposition (TD) approach, on which most of the current techniques are based on. Our method shows better efficiency than TD implementations. Further gains can be obtained because our method shows a strong dependency on the image dynamic range.
Keywords :
focal planes; image colour analysis; image segmentation; mathematical morphology; search problems; binary search; focal plane processor; gray-scale erosion; gray-scale morphological operation; image bitwise decomposition; image dynamic range; logic function; threshold decomposition; Computer architecture; Gray-scale; Hardware; Image processing; Minimization methods; Morphological operations; Parallel processing; Search methods; Sensor arrays; Stacking; Bitwise decomposition; Focal plane processor; Morphological operations; SIMD array; Threshold decomposition;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4959716