Spatiotemporal selective extrapolation for 3-D signals and its applications in video communications

Beitrag in einer Fachzeitschrift
(Originalarbeit)


Details zur Publikation

Autorinnen und Autoren: Meisinger K, Kaup A
Zeitschrift: IEEE Transactions on Image Processing
Verlag: Institute of Electrical and Electronics Engineers (IEEE)
Jahr der Veröffentlichung: 2007
Band: 16
Heftnummer: 9
Seitenbereich: 2348-2360
ISSN: 1057-7149
Sprache: Englisch


Abstract


In this paper, we derive a spatiotemporal extrapolation method for 3-D discrete signals. Extending a discrete signal beyond a limited number of known samples is commonly referred to as discrete signal extrapolation. Extrapolation problems arise in many applications in video communications. Transmission errors in video communications may cause data losses which are concealed by extrapolating the surrounding video signal into the missing area. The same principle is applied for TV logo removal. Prediction in hybrid video coding is also interpreted as an extrapolation problem. Conventionally, the unknown areas in the video sequence are estimated from either the spatial or temporal surrounding. Our approach considers the spatiotemporal signal including the missing area in a volume and replaces the unknown samples by extrapolating the surrounding signal from spatial, as well as temporal direction. By exploiting spatial and temporal correlations at the same time, it is possible to inherently compensate motion. Deviations in luminance occurring from frame to frame can be compensated, too. © 2007 IEEE.


FAU-Autorinnen und Autoren / FAU-Herausgeberinnen und Herausgeber

Kaup, André Prof. Dr.-Ing.
Lehrstuhl für Multimediakommunikation und Signalverarbeitung


Zitierweisen

APA:
Meisinger, K., & Kaup, A. (2007). Spatiotemporal selective extrapolation for 3-D signals and its applications in video communications. IEEE Transactions on Image Processing, 16(9), 2348-2360. https://dx.doi.org/10.1109/TIP.2007.903261

MLA:
Meisinger, Katrin, and André Kaup. "Spatiotemporal selective extrapolation for 3-D signals and its applications in video communications." IEEE Transactions on Image Processing 16.9 (2007): 2348-2360.

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