Title :
Extension of a visual saliency guided bit allocation approach using laplace distribution of DCT coefficients
Author :
Wulf, Steffen ; Zolzer, Udo
Author_Institution :
Dept. of Signal Process. & Commun., Univ. of the Fed. Armed Forces Hamburg, Hamburg, Germany
Abstract :
Modification of the quantizer value based on a region´s visual importance within a frame is a popular and widely-used procedure in perceptual video coding. The first contribution of this paper is an alternative modification scheme. Second, our previous work, where we use saliency maps in order to guide the macroblock (MB) mode decision during the ratedistortion optimization process, is extended. Modification of the quantizer value on a MB-level is included. It will be shown that this leads to a further improvement and hence outperforms standalone quantizer manipulation schemes.
Keywords :
Laplace transforms; discrete cosine transforms; optimisation; video coding; DCT coefficients; Laplace distribution; macroblock mode decision; perceptual video coding; quantizer manipulation schemes; quantizer value modification; rate-distortion optimization process; region visual importance; saliency maps; visual saliency guided bit allocation approach; Discrete cosine transforms; Encoding; PSNR; Quantization (signal); Standards; Video coding; Visualization; Bit Allocation; Compression; Laplace Distribution; Rate-Distortion Optimization (RDO); Visual Saliency;
Conference_Titel :
ELMAR (ELMAR), 2014 56th International Symposium
Conference_Location :
Zadar
DOI :
10.1109/ELMAR.2014.6923327