Title :
Robust and efficient ultrasound video coding in noisy channels using H.264
Author :
Panayides, A. ; Pattichis, M.S. ; Pattichis, C.S. ; Loizou, C.P. ; Pantziaris, M. ; Pitsillides, A.
Author_Institution :
Dept. of Comput. Sci., Univ. of Cyrus, Nicosia, Cyprus
Abstract :
In this paper we define diagnostic regions of interest (ROIs) for carotid ultrasound medical video, which we then use as input for flexible macroblock ordering (FMO) slice encoding. We extend the FMO concept by enabling variable quality slice encoding, tightly coupled by each region´s diagnostic importance. Redundant slices (RS) utilization increases compressed video´s resilience over error prone transmission mediums. We evaluate our scheme on a series of five (5) carotid ultrasound videos at QCIF and CIF resolution, for packet loss rates up to 30%. Quality assessment based on a clinical rating system that provides for independent evaluations of the different parts of the video (subjective), as well as PSNR ratings (objective), shows that encoded videos attain enhanced diagnostic performance under noisy environments, while at the same time achieving significant bandwidth demands reductions.
Keywords :
biomedical ultrasonics; cardiovascular system; code standards; data compression; diseases; medical image processing; video coding; CIF resolution; H.264/AVC standard; PSNR rating; QCIF resolution; carotid ultrasound medical video coding; clinical rating system; diagnostic region-of-interest; error prone transmission medium; flexible macroblock ordering; noisy channels; packet loss rates; quality assessment; quality slice encoding; redundant slices utilization; slice encoding; video compression; FMO; H.264; ROI segmentation; error resilience; redundant slices; ultrasound video; Artifacts; Carotid Arteries; Electrocardiography; Evaluation Studies as Topic; Humans; Pliability; Ultrasonography; Video Recording;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5334278