Title :
Improved ROI video coding using variable Gaussian pre-filters and variance in intensity
Author :
Karlsson, Linda S. ; Sjöström, Mårten
Author_Institution :
Dept. of Inf. Technol. & Media, Mid Sweden Univ., Sweden
Abstract :
In applications involving video over mobile phones or Internet, the limited quality depending on the transmission rate can be further improved by region-of-interest (ROI) coding. In this paper we present a preprocessing method using variable Gaussian filters controlled by a quality map indicating the distance to the ROI border. The border effects are reduced introducing a small improvement of the PSNR of the intensity component within the ROI after compression, compared to using only one low pass filter. With the compressed original sequence as a reference, the average PSNR was increased by 1.25 dB and 2.3 dB for 100 kbit/s and 150 kbit/s, respectively. A modified quality map is introduced using variance to exclude pixels, which are not visibly affected by the Gaussian filters, reducing computational complexity. Using less than 76% of the pixels gives no noticeable change in quality.
Keywords :
Gaussian processes; computational complexity; low-pass filters; video coding; PSNR; computational complexity; low pass filter; region-of-interest coding; variable Gaussian prefilters; video coding; Codecs; Face detection; Humans; Information filtering; Information filters; Internet; Low pass filters; Mobile handsets; Quantization; Video coding;
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
DOI :
10.1109/ICIP.2005.1530054