Title :
Bit-plane stack filter algorithm for focal plane processors
Author :
Frías-Velázquez, Andrés ; Philips, Wilfried
Author_Institution :
TELIN, Ghent Univ., Ghent, Belgium
Abstract :
This work presents a novel parallel technique to implement stack morphological filters for image processing. The method relies on applying the image bitwise decomposition to manipulate the grayscale image at a bit-plane level, while simple logical operations and Positive Boolean Functions (PBF´s) are executed in parallel to derive the transformed bit-planes. The relationship between the bitwise and threshold decomposition is closely investigated and analysed, which lead us to derive an algorithm whose control flow is full binary encoded. Furthermore, the algorithm exhibits an interesting performance, which depends on the image histogram thanks to its hierarchical processing and the study of the relationship among binary decompositions.
Keywords :
Boolean functions; focal planes; image coding; image colour analysis; stack filters; binary decomposition; bit-plane level; bit-plane stack filter algorithm; focal plane processor; full binary encoding; grayscale image; image bitwise decomposition; image histogram; image processing; logical operation; parallel technique; positive Boolean functions; stack morphological filter; threshold decomposition; Boolean functions; Computer architecture; Image restoration; Minimization; Program processors; Stacking; Bitwise decomposition; Morphological operators; Rank filters; SIMD array; Stack filters;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5653445