Backward compatible JPEG lossy-to-lossless compression of medical data

Heng Chen; Geert Braeckman; Adrian Munteanu; Peter Schelkens

doi:10.1117/12.2027112

26 September 2013 Backward compatible JPEG lossy-to-lossless compression of medical data

Heng Chen, Geert Braeckman, Adrian Munteanu, Peter Schelkens

Proceedings Volume 8856, Applications of Digital Image Processing XXXVI; 885602 (2013) https://doi.org/10.1117/12.2027112
Event: SPIE Optical Engineering + Applications, 2013, San Diego, California, United States

Abstract

This paper presents a two-layered lossy-to-lossless still image coding system for medical images. The proposed system is compliant with widely used JPEG standard, in the sense that the base layer of the system is compressed by a conventional JPEG encoder. The enhancement layer includes extra information of the difference between the original medical image and a JPEG compressed version. It is compressed losslessly and its bitstream is embedded in the base layer codestream. Performance evaluations of single-layer and two-layer lossless compression are both carried out on a set of medical images. Single-layer lossless compression results show that JPEG 2000 delivers similar performance as JPEG-LS, and that both outperform JPEG XR and PNG. The experimental results of two-layer lossless compression demonstrate that the proposed system outperforms an earlier proposed JPEG based coding system with residual coding, and yields similar results as JPEG 2000 and JPEG-LS standard while providing quality scalability and backward compatibility to JPEG.

Citation Download Citation

Heng Chen, Geert Braeckman, Adrian Munteanu, and Peter Schelkens "Backward compatible JPEG lossy-to-lossless compression of medical data", Proc. SPIE 8856, Applications of Digital Image Processing XXXVI, 885602 (26 September 2013); https://doi.org/10.1117/12.2027112

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KEYWORDS

Image compression

Computer programming

Image quality standards

Medical imaging

Image enhancement

Binary data

Electroluminescence

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