Research Article
Adaptive Bilateral Filtering for Super-Resolution Reconstruction of Video Sequences
@INPROCEEDINGS{10.1007/978-3-642-35155-6_4, author={Giaime Ginesu and Tiziana Dess\'{\i} and Luigi Atzori and Daniele Giusto}, title={Adaptive Bilateral Filtering for Super-Resolution Reconstruction of Video Sequences}, proceedings={Mobile Multimedia Communications. 6th International ICST Conference, MOBIMEDIA 2010, Lisbon, Portugal, September 6-8, 2010. Revised Selected Papers}, proceedings_a={MOBIMEDIA}, year={2012}, month={12}, keywords={super resolution reconstruction high-definition image enhancement}, doi={10.1007/978-3-642-35155-6_4} }- Giaime Ginesu
Tiziana Dessì
Luigi Atzori
Daniele Giusto
Year: 2012
Adaptive Bilateral Filtering for Super-Resolution Reconstruction of Video Sequences
MOBIMEDIA
Springer
DOI: 10.1007/978-3-642-35155-6_4
Abstract
The current multimedia consumer market is characterized by the advent of cheap but rather high-quality high definition displays, mostly for home theater applications. This trend is only partially supported by the deployment of high-resolution multimedia services, either over the Internet or through satellite channels. To address the resulting disparity between content and display formats, video super-resolution techniques represent a major solution. This subject is addressed in this paper, by exploiting the use of the bilateral filtering. This is a spatial filtering operator that relies on dynamically calculating a FIR kernel which has the major advantages of video content adaptability and edge preserving. Results are encouraging and suggest that the proposed method could be practically implemented.