A survey on image enhancement techniques: Classical spatial filter, neural network, cellular neural network and fuzzy filter

Proceedings of the IEEE International Conference on Industrial Technology

Volumn , Issue , 2006, Pages 2821-2826

  Rao, D H ^a,b   Panduranga, Patavardhan Prashant ^b  

^a IEEE

^b GOGTE INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Cellular neural network; Classical spatial filter; Fuzzy filter; Gradient descent back propagation algorithm; Neural network

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; ARTIFICIAL INTELLIGENCE; CELLULAR NEURAL NETWORKS; COLOR; COMPUTER NETWORKS; DECISION SUPPORT SYSTEMS; EXPERT SYSTEMS; GRADIENT METHODS; IMAGE CLASSIFICATION; MANAGEMENT INFORMATION SYSTEMS; MATHEMATICAL MODELS; OPTICAL PROPERTIES; VISUAL COMMUNICATION; WAVE FILTERS;

CELLULAR NEURAL NETWORK; CLASSICAL SPATIAL FILTER; FUZZY FILTER; GRADIENT DESCENT BACK-PROPAGATION ALGORITHM; NEURAL NETWORK;

IMAGE ENHANCEMENT;

EID: 51349090207     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIT.2006.372671     Document Type: Conference Paper

References (9)

1. Pratt W. K., Digital Image Processings ed., NewYork-Wiley, 2003.
2. Gonzalez R. C and Woods R. E., Digital Image Processing, Pearson Education, Asia, 2001.
3. Zurada J. M., Introduction to Artificial Neural Network Systems, Jaico Publications, Newdelhi, 2000.
4. Satyanarayana S. and Dalal S., " Video Colour Enhancement Using Neural Networks", IEEE Trans. Neural Networks, vol.7, pp. 1086-1096, 1996
5. Chua L. O. and Yang L., "Cellular Neural Networks: Theory", IEEE Trans. Circuits and Systems, vol. 35, pp. 1257-1272, 1988.
6. Chua L. O. and Yang L., "Cellular Neural Networks: Applications", IEEE Trans. Circuits and Systems, vol. 35, pp. 1273-1290, 1988.
7. Lee C. and Gyvez J. P., "Colour Image Processing in a Neural Network Environment", IEEE Trans. Neural Networks, vol. 7, pp. 1086-1096, 1996.
8. Rao D. H. and Hosur P. I., "Fuzzy Cellular Neural Network for Image Enhancement", SPIE Proceedings, vol. 2664, pp. 64-74, 1996.
9. Dimitri, Dietrich, Etienne, Wilfried and Ignace, "Noise Reduction by Fuzzy Image Filtering", IEEE Trans. Fuzzy Systems, vol. 11, pp. 429-436, 2003.