Abstract
In today’s information society, processing of digital images becomes a key element for interaction with our environment and for transport of important messages. Consequently a huge effort has been undertaken in developing algorithms for image enhancement, transformation, interpretation, and compression. Whereas in the past computational capacities have shown to be the limiting factor, the recent progress in design of semiconductor devices allows implementation of powerful algorithms. Corresponding examples can be found in constantly increasing function ranges of cellular phones, in various types of object recognition, in complex acquisition of volumetric scans for medical imaging, or in digitization of production, transmission, and projection of cinematographic content.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
With some restrictions for the EBCOT Tier-2
- 2.
Part-1 of the JPEG2000 standard demands the usage of the so-called Mallat decomposition [203], in which only the LL subband is further refined into corresponding subbands.
References
Acharya, T.: VLSI algorithms and architectures for JPEG2000. Ubiquity 7(35), 1–42 (2006)
Daubechies, I., Sweldens, W.: Factoring wavelet transforms into lifting steps. J. Fourier Anal. Appl. 4(3), 247–269 (1998)
Haubelt, C., Falk, J., Keinert, J., Schlichter, T., Streubühr, M., Deyhle, A., Hadert, A., Teich, J.: A SystemC-based design methodology for digital signal processing systems. EURASIP J. Embedded Syst. Special Issue Embedded Digital Signal Process. Syst. 2007, Article ID 47,580, 22 pages (2007)
Impoco, G.: JPEG2000 – a short tutorial. Tech. Rep., Visual Computing Lab - ISTI-CNR Pisa, Italy (2004)
ISO/IEC JTC1/SC29/WG1: JPEG2000 Part I Final Committee Draft Version 1.0 (2002). N1646R
ITU: Digital Compression and Coding of Continuous-Tone Still Images – Requirements and Guidelines. CCITT, T.81 edn. (1992)
Keinert, J., Dutta, H., Hannig, F., Haubelt, C., Teich, J.: Model-based synthesis and optimization of static multi-rate image processing algorithms. In: Proceedings of Design, Automation & Test in Europe, pp. 135–140. Nice, France (2009)
Keinert, J., Falk, J., Haubelt, C., Teich, J.: Actor-oriented modeling and simulation of sliding window image processing algorithms. In: Proceedings of the 2007 IEEE/ACM/IFIP Workshop of Embedded Systems for Real-Time Multimedia (ESTIMEDIA 2007), pp. 113–118. Salzburg, Austria (2007)
Keinert, J., Haubelt, C., Teich, J.: Modeling and analysis of windowed synchronous algorithms. ICASSP2006 III, 892–895 (2006)
Keinert, J., Haubelt, C., Teich, J.: Simulative buffer analysis of local image processing algorithms described by Windowed Synchronous Data Flow. In: IC-SAMOS, pp. 161–168. Samos, Greece (2007)
Keinert, J., Haubelt, C., Teich, J.: Automatic synthesis of design alternatives for fast stream-based out-of-order communication. In: Proceedings of the 2008 IFIP/IEEE WG 10.5 International Conference on Very Large Scale Integration (VLSI-SoC), pp. 265–270. Rhodes Island, Greece (2008)
Keinert, J., Haubelt, C., Teich, J.: Synthesis of multi-dimensional high-speed FIFOs for out-of-order communication. In: Architecture of Computing Systems (ARCS 2008), vol. 4934/2008, pp. 130 – 143. Springer, New York, NY (2008)
Keinert, J., Streubühr, M., Schlichter, T., Falk, J., Gladigau, J., Haubelt, C., Teich, J., Meredith, M.: SystemCoDesigner—an automatic ESL synthesis approach by design space exploration and behavioral synthesis for streaming applications. ACM Trans. Des. Autom. Electron. Syst. 14(1), 1–23 (2009)
Keinert, J., Teich, J.: Data flow based system level design and analysis of image processing applications. Poster on the EDAA PhD forum at DATE 2009 (2009)
Li, J.: Image compression: The mathematics of JPEG2000. Modern Signal Process. MSRI Publ. 46, 185–221 (2003)
Liao, H., Mandal, M., Cockburn, B.: Efficient architectures for 1-D and 2-D lifting-based wavelet transforms. IEEE Trans. Signal Process. 52(5), 1315–1326 (2004)
Mallat, S.: A Wavelet Tour of Signal Processing, 2nd edition (Wavelet Analysis & Its Applications). San Diego, CA (1999)
Wilt, A.J.: Progressive segmented frame. In: DV Magazine. http://www.adamwilt.com/TechDiffs/FieldsAndFrames.html (2000)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2011 Springer Science+Business Media, LLC
About this chapter
Cite this chapter
Keinert, J., Teich, J. (2011). Design of Image Processing Applications. In: Design of Image Processing Embedded Systems Using Multidimensional Data Flow. Embedded Systems. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-7182-1_2
Download citation
DOI: https://doi.org/10.1007/978-1-4419-7182-1_2
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4419-7181-4
Online ISBN: 978-1-4419-7182-1
eBook Packages: EngineeringEngineering (R0)