Title :
A novel Adaptive class of Decision based Non-linear Rank-ordered Filters for the Restoration of Impulse corrupted digital images
Author :
Varghese, Justin
Author_Institution :
Manonmaniam Sundaranar Univ., Tirunelveli
Abstract :
The thesis presents a novel adaptive class of decision based non-linear rank-order filter operators equipped with a variety of distinct characteristics to deal salt & pepper impulse noise situations in digital images even those which consume 95% signal content. The filters more efficiently choose an appropriate impulse restorer by adaptively moving over an acceptable image space to retain sharp details with least blocky, patchy effects.
Keywords :
adaptive filters; image restoration; impulse noise; nonlinear filters; decision based nonlinear rank-ordered filter operators; impulse corrupted digital image restoration; salt & pepper impulse noise situations; Adaptive filters; Colored noise; Digital filters; Digital images; Image restoration; Information filtering; Information filters; Information technology; Signal restoration; Space technology;
Conference_Titel :
Advanced Computing and Communications, 2006. ADCOM 2006. International Conference on
Conference_Location :
Surathkal
Print_ISBN :
1-4244-0716-8
Electronic_ISBN :
1-4244-0716-8
DOI :
10.1109/ADCOM.2006.4289968