Abstract
We present a Field Programmable Logic Devices (FPLDs) based implementation of a scalable filter architecture capable of detecting and removing impulsive noise in image sequences. The adaptive filter architecture is built using switching spatiotemporal filtering scheme and robust Lower-Upper-Middle (LUM) based noise detector. It uses highly optimized bit-serial pipelined implementation in Altera FPLDs. The proposed architecture provides real-time performance for 3-D image processing with sampling frequencies up to 97 Mpixels/second.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Lukac, R., Marchevsky, S.: LUM smoother with smooth control for noisy image sequences. EURASIP J. on Applied Signal Processing, 110–120 (2001)
Zhang, S., Karim, M.: A new impulse detector for switching median filters. IEEE Signal Processing Letters 9, 360–363 (2002)
Kim, J., Park, H.: Adaptive 3-D median filtering for restoration of an image sequence corrupted by impulse noise. In: Signal Proc.: Image Comm., pp. 657–668 (2001)
Lukac, R., Fischer, V., Motyl, G., Drutarovský, M.: Adaptive video filtering framework. Int. Journal of Imaging Systems and Technology (2003) (submitted)
Fischer, V., Drutarovský, M., Lukac, R.: Implementation of 3-D adaptive LUM smoother in reconfigurable hardware. In: Glesner, M., Zipf, P., Renovell, M. (eds.) FPL 2002. LNCS, vol. 2438, pp. 720–729. Springer, Heidelberg (2002)
Hardie, R., Boncelet, C.: LUM filters: A class of rank-order-based filters for smoothing and sharpening. IEEE Trans. Signal Processing 41, 1061–1076 (1993)
Lukac, R., Marchevsky, S.: Boolean expression of LUM smoothers. IEEE Signal Processing Lett. 8, 292–294 (2001)
Lukac, R.: Binary LUM smoothing. IEEE Signal Processing Lett. 9, 400–403 (2002)
Chen, K.: Bit-serial realizations of a class of nonlinear filters based on positive Boolean functions. IEEE Trans. Circuits and Systems 36, 785–794 (1989)
Stratix EP1S25 DSP Development Board, www.altera.com
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Drutarovský, M., Fischer, V. (2004). Implementation of a 3-D Switching Median Filtering Scheme with an Adaptive LUM-Based Noise Detector. In: Becker, J., Platzner, M., Vernalde, S. (eds) Field Programmable Logic and Application. FPL 2004. Lecture Notes in Computer Science, vol 3203. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30117-2_151
Download citation
DOI: https://doi.org/10.1007/978-3-540-30117-2_151
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-22989-6
Online ISBN: 978-3-540-30117-2
eBook Packages: Springer Book Archive