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JPEG2000 Coding Techniques Addressed to Images Containing No-Data Regions

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Advanced Concepts for Intelligent Vision Systems (ACIVS 2007)

Abstract

This work introduces techniques addressed to enhance the coding performance obtained when compressing images that contain areas with irrelevant information, here called no-data regions. No-data regions can be produced due to several factors, such as geometric corrections, overlapping of successive layers of information, a malfunction of the sensor used to capture the image, etc. Most coding systems are not devised to consider such regions separately from the rest of the image, sometimes causing an important loss in the coding efficiency. Within the framework JPEG2000, we propose five techniques that address this issue. Experimental results suggest that the application of the proposed techniques can achieve, in some cases, a compression gain of 130 over a compression without applying the proposed techniques.

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References

  1. Zabala, A., Pons, X., Diaz-Delgado, R., Garcia-Vilchez, F., Auli-Llinas, F., Serra-Sagrista, J.: Effects of JPEG and JPEG2000 Lossy Compression on Remote Sensing Image Classification for Mapping Crops and Forest areas. In: International Conference on Geoscience and Remote Sensing Symposium, pp. 790–793 (2006)

    Google Scholar 

  2. ITU-T, Study Group-8 Contribution: Mixed Raster Content (MRC), Recommendation T.44 (1998)

    Google Scholar 

  3. Cagnazzo, M., Poggi, G., Verdoliva, L., Zinicola, A.: Region Oriented compression of multispectral images by shape-adaptive wavelet transform and SPIHT. In: IEEE International Conference on Image Processing, vol. 4, pp. 2459–2462. IEEE, Los Alamitos (2004)

    Google Scholar 

  4. Hua, J., Liu, Z., Xiong, Z., Wu, Q., Castleman, K.R.: Microarray BASICA: Background Adjustment, Segmentation, Image Compression and Analysis of Microarray Images. EURASIP Journal on Applied Signal Processing 2004(1), 92–107 (2004)

    Article  MATH  Google Scholar 

  5. Cagnazzo, M., Parrilli, S., Poggi, G., Verdoliva, L.: Costs and Advantages of Object-Based Image Coding with Shape-Adaptive Wavelet Transform. EURASIP Journal on Image and Video Processing, Article ID 78323 13 (2007)

    Google Scholar 

  6. Fowler, J.: Shape-Adaptive Coding Using Binary Set Splitting with K-D Trees. In: IEEE International Conference on Image Processing, vol. 2, pp. 1301–1304. IEEE, Los Alamitos (2004)

    Google Scholar 

  7. ISO/IEC 15444-1: JPEG2000 image coding system. Part 1: Core coding system (2000)

    Google Scholar 

  8. Taubman, D.: High performance scalable image compression with EBCOT. IEEE Transactions on Image Processing 7(7), 1158–1170 (2000)

    Article  Google Scholar 

  9. Pons, X.: MiraMon, Geographic Information Systems and Remote Sensing software. Center for Ecological Research and Forestry Applications (CREAF). Bellaterra (1994)

    Google Scholar 

  10. CREAF: Center for Ecological Research and Forestry Applications (2007), available http://www.creaf.uab.es

  11. ISO/IEC 15444-2: JPEG2000 image coding system. Part 2: Extensions (2004)

    Google Scholar 

  12. Taubman, D., Marcellin, M.: JPEG2000: Image Compression Fundamentals, Standards, and Practice. Kluwer International Series in Engineering and Computer Science 642 (2002)

    Google Scholar 

  13. Wang, Z., Banerjee, S., Brian, L., et al.: Generalized Bitplane-by-Bitplane shift method for JPEG2000 ROI Coding. In: Proceedings of IEEE International Conference on Image Processing, vol. 5637-III, pp. 81–84. IEEE Computer Society Press, Los Alamitos (2002)

    Google Scholar 

  14. Liu, L., Fan, G.: A new JPEG2000 Region-of-Interest image coding method: Partial significant bitplanes shift. IEEE Signal Processing Letters 10(2), 35–38 (2003)

    Article  Google Scholar 

  15. Liang, Y., Liu, W.: A new JPEG2000 Region-of-interest coding method: generalized partial bitplanes shift. In: Proceedings of the SPIE. vol. 5637, pp. 365–371 (2005)

    Google Scholar 

  16. Chen, C.C., Chen, O.T.C.: Region of Interest Determined by Perceptual-Quality and Rate-Distortion Optimization in JPEG2000. In: IEEE International Symposium on Circuits and Systems, vol. 3, pp. 23–26. IEEE, Los Alamitos (2004)

    Google Scholar 

  17. Li, S., Li, W.: Shape Adaptive Discrete Wavelet Transforms for Arbitrarily Shaped Visual Object Coding. IEEE Transactions on Circuits and Systems for Video Technology 10(5), 725–743 (2000)

    Article  Google Scholar 

  18. Group on Interactive Coding of Images, Department of Information and Communications Engineering, Universitat Autonoma de Barcelona: BOI software (2006), available: http://www.gici.uab.es/BOI

  19. Aghito, S.M., Forchhammer, S.: Context-Based Coding of Bilevel Images Enhanced by Digital Straight Line Analysis. IEEE Transactions on Image Processing 15, 2120–2130 (2006)

    Article  Google Scholar 

  20. Akimov, A., Kolesnikov, A., Frnti, P.: Lossless compression of map contours by context tree modeling of chain codes. Pattern Recognition 40(3), 944–952 (2007)

    Article  MATH  Google Scholar 

  21. ISO/IEC 12640-1: Graphic technology - Prepress digital data exchange - CMYK standard colour image data (CMYK/SCID) (1997)

    Google Scholar 

  22. U.S. Geological Survey (2007), Landsat project website Available: http://landsat.usgs.gov

  23. Parc Tauli Corporation: UDIAT-Diagnosis Center Website (2007), available http://www.cspt.es/webcspt/udiat

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Jacques Blanc-Talon Wilfried Philips Dan Popescu Paul Scheunders

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González-Conejero, J., Aulí-Llinàs, F., Bartrina-Rapesta, J., Serra-Sagristà, J. (2007). JPEG2000 Coding Techniques Addressed to Images Containing No-Data Regions. In: Blanc-Talon, J., Philips, W., Popescu, D., Scheunders, P. (eds) Advanced Concepts for Intelligent Vision Systems. ACIVS 2007. Lecture Notes in Computer Science, vol 4678. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74607-2_93

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  • DOI: https://doi.org/10.1007/978-3-540-74607-2_93

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-74606-5

  • Online ISBN: 978-3-540-74607-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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