JPEG2000-based shape adaptive algorithm for the efficient coding of multiple regions-of-interest

Mahesh M. Subedar, Lina Karam, Glen P. Abousleman

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

The JPEG2000 standard supports two methods to code regions-of-interest (ROIs) in an image - the maxshift method and the scaling-based method. Compared to the maxshift method, the scaling-based method is preferable in many applications because it allows the non-ROI (background) region to be partially coded prior to coding all of the ROIs. This is accomplished by supporting arbitrary bitplane shift factors and by filling the most significant bit-planes of the non-ROI region with zeros after the ROI bitplanes have been shifted up in value. In both of these methods, the embedded block coding with optimum truncation (EBCOT) algorithm is then applied to code the wavelet coefficients. However, when multiple regions-of-interest need to be coded, the performance of the scaling-based method degrades significantly since the EBCOT coder is no longer able to efficiently code the non-ROI region, which is now less contiguous as compared to the single-ROI case. Also, the large header information that is required in JPEG2000 for each ROI degrades the coding performance. This paper presents an improved scaling-based method for the efficient coding of multiple, arbitrarily-shaped ROIs using a modified EBCOT algorithm. The proposed method utilizes the shape information of the different ROIs to generate a stripe mask, which is then used to optimize the coding performance. Coding results and comparisons with the JPEG2000 scaling-based method are presented to illustrate the improved performance of the proposed scheme.

Original languageEnglish (US)
Title of host publicationProceedings - International Conference on Image Processing, ICIP
Pages1293-1296
Number of pages4
Volume5
StatePublished - 2004
Event2004 International Conference on Image Processing, ICIP 2004 - , Singapore
Duration: Oct 18 2004Oct 21 2004

Other

Other2004 International Conference on Image Processing, ICIP 2004
CountrySingapore
Period10/18/0410/21/04

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Adaptive algorithms
Masks

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Subedar, M. M., Karam, L., & Abousleman, G. P. (2004). JPEG2000-based shape adaptive algorithm for the efficient coding of multiple regions-of-interest. In Proceedings - International Conference on Image Processing, ICIP (Vol. 5, pp. 1293-1296)

JPEG2000-based shape adaptive algorithm for the efficient coding of multiple regions-of-interest. / Subedar, Mahesh M.; Karam, Lina; Abousleman, Glen P.

Proceedings - International Conference on Image Processing, ICIP. Vol. 5 2004. p. 1293-1296.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Subedar, MM, Karam, L & Abousleman, GP 2004, JPEG2000-based shape adaptive algorithm for the efficient coding of multiple regions-of-interest. in Proceedings - International Conference on Image Processing, ICIP. vol. 5, pp. 1293-1296, 2004 International Conference on Image Processing, ICIP 2004, Singapore, 10/18/04.
Subedar MM, Karam L, Abousleman GP. JPEG2000-based shape adaptive algorithm for the efficient coding of multiple regions-of-interest. In Proceedings - International Conference on Image Processing, ICIP. Vol. 5. 2004. p. 1293-1296
Subedar, Mahesh M. ; Karam, Lina ; Abousleman, Glen P. / JPEG2000-based shape adaptive algorithm for the efficient coding of multiple regions-of-interest. Proceedings - International Conference on Image Processing, ICIP. Vol. 5 2004. pp. 1293-1296
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