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