Title :
Ultrasound video despeckle filtering for High Efficiency Video Coding in m-health systems
Author :
Panayides, A. ; Loizou, Christos P. ; Pattichis, M.S. ; Kyriacou, E. ; Shizas, C.N. ; Nicolaides, Andrew N. ; Pattichis, C.S.
Author_Institution :
Dept. of Comput. Sci., Univ. of Cyprus, Nicosia, Cyprus
Abstract :
Mobile-Health (m-health) medical video communication systems need to communicate ultrasound video of adequate diagnostic quality for remote diagnosis and care. In this study, we demonstrate how ultrasound video noise reduction, employed as a pre-processing step, used in conjunction with High Efficiency Video Coding (HEVC), can significantly improve diagnostic quality at considerably lower bitrate demands than conventional H.264/AVC source encoding. Three video despeckle filters were investigated, namely: linear filtering (DsFlsmv), hybrid median filtering (DsFhmedian), and speckle reducing anisotropic diffusion (DsFsrad). The methods were tested using ten atherosclerotic plaque ultrasound videos. Speckle filtering was applied at a frame-level basis. Experimental results were obtained using both subjective (by two clinical experts) and objective video quality assessment. The best achieving despeckle filter was DsFlsmv followed closely by DsFhmedian. In both cases, the filters provided for increased clinical performance while associated with significant bitrate demands reductions.
Keywords :
biomedical communication; median filters; mobile radio; source coding; ultrasonic imaging; video coding; video communication; DsFhmedian; DsFlsmv; DsFsrad; H.264/AVC source encoding; HEVC; M-health systems; bitrate demands reductions; clinical performance; diagnostic quality; frame-level basis; high efficiency video coding; hybrid median filtering; linear filtering; mobile-health medical video communication systems; objective video quality assessment; preprocessing step; remote diagnosis; speckle reducing anisotropic diffusion; ultrasound video despeckle filtering;
Conference_Titel :
Signal Processing (CIWSP 2013), 2013 Constantinides International Workshop on
Conference_Location :
London
Electronic_ISBN :
978-1-84919-733-5
DOI :
10.1049/ic.2013.0020