A HVS-directed neural-network-based approach for impulse-noise removal from highly corrupted images

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

Volumn 1, Issue , 2003, Pages 72-77

  Lu, Shih Mao ^a   Pu, Her Chang ^a   Lin, Chin Teng ^a  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

Author keywords

Fuzzy decision system; Human visual system; Impulse noise; Neural network; Noise removal

Indexed keywords

ADAPTIVE FILTERING; ALGORITHMS; DECISION THEORY; FUZZY SETS; IMAGE ANALYSIS; IMAGE QUALITY; NEURAL NETWORKS; SPURIOUS SIGNAL NOISE; VISION;

FUZZY DECISION SYSTEM; HUMAN VISUAL SYSTEM-DIRECTED NEURAL-NETWORK-BASED APPROACH; IMPULSE-NOISE REMOVAL;

IMAGE ENHANCEMENT;

EID: 0242577271     PISSN: 08843627     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. G. R. Arce and R. J. Crinon, "Median Filters: Analysis for Two-Dimensional Recursively Filtered Signals," in Proc. Int. Conf. on Acoustics, Speech, and Signal Processing, pp. 20.11.1-20.11.4, 1984.
2. T. Chan, K. K. Ma, and L. H. Chen, "Tri-State Median Filter for Image De-noising," IEEE Trans. Image Processing, vol. 8, no. 12, Dec. 1999.
3. T. Chen and H. R. Wu, "Impulse Noise Removal by Multi-State Median Filtering," Proc. Int. Conf. on Acoustics, Speech, and Signal Processing, pp. 2183-2186, 2000.
4. S. J. Ko and Y. H. Lee, "Center Weighted Median Filters and Their Applications to Image Enhancement," IEEE Trans. on Circuits Syst., vol. 38, no. 9, Sep. 1991.
5. X. Li and M. Orchard, "True Edge-Preserving Filtering for Impulse Noise Removal," preprint for Proceeding of 34th Asilomar Conference on signals, Systems and Computers, Pacific Grove CA, Oct. 2000.
6. H. Lin and A. N. Venetsanapoulos, "Incorporating Human Visual System (HVS) Models into the Fractal Image Compression," 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 4, pp. 1950-1953, 1996.
7. T. A. Nodes and N. C. Gallagher, "Median Filters: Some Modifications and Their Properties," IEEE Trans. on Acoust., Speech, Signal Processing, vol. ASSP-30, pp. 739-746, Oct. 1982.