Title :
Adaptive pixel/patch-based synthesis for texture compression
Author :
Racape, Fabien ; Lefort, Simon ; Francois, Edouard ; Babel, Marie ; Deforges, Olivier
Author_Institution :
Technicolor Res. & Innovation Video Process. & Perception, Cesson-Sevigne, France
Abstract :
This paper presents an adaptive scheme for synthesizing missing textured regions. In synthesis-based compression approaches, large textures are removed at encoder side and filled in at decoder side. This work proposes a synthesizer in which both complementary pixel-based and patch-based approaches are used. According to results shown by synthesis algorithms, patch-based and pixel-based approaches are efficient with different kinds of texture. Two algorithms are adapted to the region synthesis context: the sample patch is built from surrounding texture and potential anchor blocks inside the removed region; the scan order depends on a confidence map in order to take advantage of the designed patch; DCT-descriptors provide the minimum size of matching window which is a required parameter for both synthesizers. Finally an "a posteriori" gradient based assessor enables the synthesizer to switch between algorithms.
Keywords :
discrete cosine transforms; gradient methods; image coding; image resolution; image texture; DCT-descriptors; a posteriori gradient based assessor; adaptive patch-based synthesis; adaptive pixel-based synthesis; matching window; texture compression; Algorithm design and analysis; Conferences; Context; Discrete cosine transforms; Image coding; Switches; Synthesizers; characterization; synthesis; texture;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6116624