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Nonlinearly-Adapted Lapped Transforms for Intra-Frame Coding
Toronto, ON, Canada July 09-July 12
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICME.2006.2626012006 IEEE International Conference on ...
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Dan Lelescu, DoCoMo Communications Labs USA, 181 Metro Drive, San Jose, CA. 95110. Email: lelescu@docomolabs-usa.com
The use of block transforms for coding intra-frames in video coding may preclude higher coding performance due to residual correlation across block boundaries and insufficient energy compaction, which translates into unrealized rate-distortion gains. Subjectively, the occurrence of blocking artifacts is common. Post-filters and lapped transforms offer good solutions to these problems. Lapped transforms offer a more general framework which can incorporate dinated pre- and post-filtering operations. Most common are fixed lapped transforms (such as lapped orthogonal transforms), and also transforms with adaptive basis function length. In contrast, in this paper we determine a lapped transform that non-linearly adapts its basis functions to local image statistics and the quantization regime. This transform was incorporated into the H.264/AVC codec, and its performance evaluated. As a result, significant rate-distortion gains of up to 0.45 dB (average 0.35dB) PSNR were obtained compared to the H.264/AVC codec alone.
Citation:
Dan Lelescu, "Nonlinearly-Adapted Lapped Transforms for Intra-Frame Coding," icme, pp.797-800, 2006 IEEE International Conference on Multimedia and Expo, 2006
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