The Bi-directional spike detection in EEG using mathematical morphology and wavelet transform

International Conference on Signal Processing Proceedings, ICSP

Volumn 2, Issue , 2002, Pages 1512-1515

  Pon, Lin Sen ^b   Sun, Mingui ^a,b   Sclabassi, Robert J ^a,b  

^a UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

^b University of Pittsburgh   (United States)

Author keywords

EEG; Epilepsy; Mathematical morphology; Morphological filter; Spike; Wavelet transform

Indexed keywords

DISCRETE WAVELET TRANSFORMS; ELECTROENCEPHALOGRAPHY; MATHEMATICAL MORPHOLOGY; MATHEMATICAL TRANSFORMATIONS; SIGNAL DETECTION; SIGNAL PROCESSING;

EPILEPSY; GEOMETRICAL CHARACTERISTICS; MORPHOLOGICAL ANALYSIS; MORPHOLOGICAL FILTERS; MORPHOLOGICAL OPERATIONS; MULTI-RESOLUTION WAVELET TRANSFORM; MULTIRESOLUTION PROPERTY; SPIKE;

WAVELET TRANSFORMS;

EID: 34249335286     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOSP.2002.1180082     Document Type: Conference Paper

References (8)

1. Chatrian, G. E., Bergamini, L., Dondey, M., Klass, D. W., Lennox M., Buchthal, and I. Petersen, I., A Glossary of Terms Most Commonly used by Clinical Electroencephalographers, Electroencephalography and Clinical Neurophysiology, vol. 37, pp. 538-548, 1974.
2. Pon, L-S, Sun M., Sclabassi, R. J., Adaptive Separation of Background Activity and Transient Phenomenon in Epileptic EEG Using Mathematical Morphology and Wavelet Transforms, Engineering in Medicine and Biology Society, 2000. Proceedings of the 22nd Annual International Conference of the IEEE, vol. 2, 2000, pp. 1583-1585.
3. Serra, J., Image Analysis and Mathematical Morphology, 2nd ed., New York: Academic, 1982.
4. Giardian, C. R., and Dougherty., E. R., Morphological Methods in Image and Signal Processing, Englewood Cliffs, N.J., Prentice-Hall, 1988.
5. Daubechies, I. Orthonormal Bases of compactly Supported Wavelets, Comm. Pure and Applied Math., vol. 41, pp. 909-996, 1988.
6. Mallat S. A Wavelet Tour of Signal Processing, Academic Press, MA, USA, 1998
7. Strang, G. and Nguyen, T, Wavelets and Filter Banks, Wellesley-Cambridge Press, Wellesley MA, USA, 1996.
8. Mallat, S., A Theory for Multiresolution Signal Decoposition: The Wavelet Representation, IEEE Trans. Pattern Analysis and Machine Intelligence, vol. PAMI-11, No. 7, pp. 674-692, Jul. 1989