Title :
Efficient lossless coding of highpass bands from block-based motion compensated wavelet lifting using JPEG 2000
Author :
Schnurrer, Wolfgang ; Troger, Tobias ; Richter, Thomas ; Seiler, Jurgen ; Kaup, Andre
Author_Institution :
Multimedia Commun. & Signal Process., Friedrich-Alexander Univ. Erlangen-Nurnberg (FAU), Erlangen, Germany
Abstract :
Lossless image coding is a crucial task especially in the medical area, e.g., for volumes from Computed Tomography or Magnetic Resonance Tomography. Besides lossless coding, compensated wavelet lifting offers a scalable representation of such huge volumes. While compensation methods increase the details in the lowpass band, they also vary the characteristics of the wavelet coefficients, so an adaption of the coefficient coder should be considered. We propose a simple invertible extension for JPEG 2000 that can reduce the filesize for lossless coding of the highpass band by 0.8% on average with peak rate saving of 1.1%.
Keywords :
biomedical MRI; computerised tomography; image coding; medical image processing; wavelet transforms; JPEG 2000; block-based motion compensated wavelet lifting; coefficient coder; compensated wavelet lifting; compensation methods; computed tomography; efficient lossless coding; highpass bands; invertible extension; magnetic resonance tomography; medical area; peak rate saving; wavelet coefficients; Complexity theory; Computed tomography; Encoding; Image coding; Optimized production technology; Transform coding; Wavelet transforms; Adaptive Coding; Computed Tomography; Lossless Image Coding; Signal Analysis; Wavelet Lifting;
Conference_Titel :
Visual Communications and Image Processing Conference, 2014 IEEE
DOI :
10.1109/VCIP.2014.7051590