Performance Analysis of the JPEG 2000 Image Coding Standard

Authors:
Hong Man;Alen Docef;Faouzi Kossentini
Affiliations:
Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, USA 07030-1503;Department of Electrical Engineering, Virginia Commonwealth University, Richmond, USA 23284-3072;UB Video, Inc., Vancouver, Canada V6B 2R9
Venue:
Multimedia Tools and Applications
Year:
2005

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Abstract

Some of the major objectives of the JPEG 2000 still image coding standard were compression and memory efficiency, lossy to lossless coding, support for continuous-tone to bi-level images, error resilience, and random access to regions of interest. This paper will provide readers with some insight on various features and functionalities supported by a baseline JPEG 2000-compliant codec. Three JPEG 2000 software implementations (Kakadu, JasPer, JJ2000) are compared with several other codecs, including JPEG, JBIG, JPEG-LS, MPEG-4 VTC and H.264 intra coding. This study can serve as a guideline for users to estimate the effectiveness of JPEG 2000 for various applications, and to select optimal parameters according to specific application requirements.