DocumentCode :
2137365
Title :
AM-FM picture carrier beat type noise filters
Author :
Peddireddy, Sahithi ; Mould, Nick ; Havlicek, Joseph P.
Author_Institution :
Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA
fYear :
2012
fDate :
22-24 April 2012
Firstpage :
209
Lastpage :
212
Abstract :
For the first time, modulation domain filters are proposed for removing beat type noises in video corrupted by unwanted external signals during the transmission process. We demonstrate the effectiveness of our proposed algorithm on picture carrier beat type noise observed in a real-world situation involving the transmission of critical video signals obtained from a traffic monitoring system. We compare and contrast our results with a traditional linear time invariant (LTI) notch filter. The technique can be generalized for removal of a variety of fixed pattern noises characteristic of many infrared and other non-visible wavelength electro-optical detectors. In addition, we provide a theoretical comparison of modulation and frequency domain image representation strategies in the context of digital image filtering.
Keywords :
amplitude modulation; electro-optical filters; filtering theory; frequency modulation; image denoising; image representation; infrared detectors; traffic information systems; video communication; video signal processing; AM-FM; digital image filtering; fixed pattern noise removal; infrared detector; modulation domain filter; nonvisible wavelength electro-optical detector; picture carrier beat type noise filters; traffic monitoring system; unwanted external signal; video corruption; video signal transmission; Computational modeling; Frequency modulation; Noise; Phase modulation; Spline; Transforms; AM-FM image filters; AM-FM image models; modulation domain signal processing; multicomponent models;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Analysis and Interpretation (SSIAI), 2012 IEEE Southwest Symposium on
Conference_Location :
Santa Fe, NM
Print_ISBN :
978-1-4673-1831-0
Electronic_ISBN :
978-1-4673-1829-7
Type :
conf
DOI :
10.1109/SSIAI.2012.6202490
Filename :
6202490
Link To Document :
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