Removal of impulse noise in images by means of the use of support vector machines

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2687, Issue , 2003, Pages 536-543

  Gomez Moreno H ^a   Maldonado Bascon S ^a   Lopez Ferreras F ^a   Gil Jimenez P ^a  

^a UNIVERSITY OF ALCALÁ   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

HIGH NOISE; NEW APPROACHES; NOISY PIXELS; NONLINEAR PROCESSING; RECONSTRUCTION ERROR; VALUE-BASED; VISUAL QUALITIES; SUPPORT VECTOR MACHINE (SVMS);

IMAGE RETRIEVAL; IMPULSE NOISE; NEURAL NETWORKS; PIXELS; SUPPORT VECTOR MACHINES; IMAGE RECONSTRUCTION;

IMAGE RECONSTRUCTION; IMAGE PROCESSING;

EID: 34547494696     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44869-1_68     Document Type: Article

References (5)

1. Abreu, E., Lightstone, M., Mitra, S.K., Arakawa, K.: A new efficient approach for the removal of impulse noise from highly corrupted images. IEEE Transactions on Image Processing 5 (1996) 1012-1025
2. Vapnik, V.: The Nature of Statistical Learning Theory. Springer-Verlag, New York (2000)
3. Cristianini, N., Shawe-Taylor, J.: An Introduction to Support Vector Machines and Other Kernel-Based Methods. Cambridge University Press, Cambridge, U.K. (2000)
4. Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. (2001) Software available at http://www.csie.ntu.edu.tw/∼cjlin/libsvm.
5. Gómez-Moreno, H., Maldonado-Bascón, S., López-Ferreras, F., Utrilla-Manso, M., Gil-Jiménez, P.: A Modified Median Filter for the Removal of Impulse Noise Based on the Support Vector Machines. In: Advances in Signal Processing and Computer Technologies. WSEAS Press (2001) 9-14