Art

J-GLOBAL ID：201702240429856196   Reference number：17A1619562

Random-Valued Impulse Noise Removal Using Non-Local Search for Similar Structures and Sparse Representation

類似構造に対する非局所探索及び疎表現を用いたランダムな値のインパルスノイズの除去

Author (3)： TSUDA Kengo (Department of Electronics and Electrical Engineering, Keio University) ,  FUJISAWA Takanori (Department of Electronics and Electrical Engineering, Keio University) ,  IKEHARA Masaaki (Department of Electronics and Electrical Engineering, Keio University)
Material： IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (Web)  (IEICE Trans Fundam Electron Commun Comput Sci (Web))
Volume： E100.A  Issue： 10  Page： 2146-2153(J-STAGE)  Publication year： 2017 
JST Material Number： U0466A  ISSN： 1745-1337  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *impulse noise ,  DCT ,  *data representation ,  similarity ,  *image correction ,  mathematical property ,  algorithm ,  information retrieval
Semi thesaurus term： *impulse noise ,  *sparse representation ,  *Image denoising ,  randomness ,  pattern search

Author keywords (4)： image denoising ,  random-valued impulse noise ,  sparse representation ,  DCT basis

JST classification (1)： Graphic and image processing in general  (JE04010I)

Reference (27)：

• [1] W.K. Pratt, “Median filtering,” Semiannual Report, Image Processing Institute, Univ. of Southern California, Sept. 1975.
• [2] T. Sun and Y. Neuvo, “Detail-preserving median based filters in image processing,” Pattern Recogn. Lett., vol.15, no.4, pp.341-347, 1994. 10.1016/0167-8655(94)90082-5
• [3] T. Chen and H.R. Wu, “Space variant median filters for the restoration of impulse noise corrupted images,” IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process., vol.48, no.8, pp.784-789, Aug. 2001. 10.1109/82.959870
• [4] E. Abreu, M. Lightstone, S. Mitra, and K. Arakawa, “A new efficient approach for the removal of impulse noise from highly corrupted images,” IEEE Trans. Image Process., vol.5, no.6, pp.1012-1025, June 1996. 10.1109/83.503916
• [5] T. Chen and H.R. Wu, “Adaptive impulse detection using center-weighted median filters,” IEEE Signal Process. Lett., vol.8, no.1, pp.1-3, Jan 2001. 10.1109/97.889633

Terms in the title (4)： 類似 ,  局所探索 ,  疎表現 ,  インパルスノイズ