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Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012) pp 421–431Cite as

Two Stage Constrained Optimization Method to Design DC-Leakage Free Cosine Modulated Filter Banks for Image Compression

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Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 222))

Abstract

In this paper, we discuss the design of prototype filters of cosine modulated filter banks for image compression application. The design problem is formulated as a two stage nonlinear constrained optimization problem i.e. combination of residual stopband energy and coding gain. The quadratic constraints are linearized and the objective function is minimized using constrained optimization by minimizing prototype filter tap weights satisfying dc-leakage free condition. Simulation results show that the proposed design method converges within a few iterations and that high performance cosine modulated filter banks with large stopband attenuation and coding gain are obtained and results analysed on different types of images.

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Authors and Affiliations

  1. Department of Electronics & Communication Engineering, M.A.N.I.T., Bhopal, 462 001, India

    Anamika Jain & Aditya Goel

Authors
  1. Anamika Jain
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  2. Aditya Goel
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Correspondence to Anamika Jain .

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Editors and Affiliations

  1. , Computer Science & Engineering, Dr. N.G.P. Institute of Technology, Kalapatti Road, Coimbatore, 641048, Tamil Nadu, India

    Mohan S

  2. , Electronics & Communication Engineering, Dr. N.G.P. Institute of Technology, Kalapatti Road, Coimbatore, 641048, Tamil Nadu, India

    S Suresh Kumar

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Jain, A., Goel, A. (2013). Two Stage Constrained Optimization Method to Design DC-Leakage Free Cosine Modulated Filter Banks for Image Compression. In: S, M., Kumar, S. (eds) Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012). Lecture Notes in Electrical Engineering, vol 222. Springer, India. https://doi.org/10.1007/978-81-322-1000-9_40

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  • DOI: https://doi.org/10.1007/978-81-322-1000-9_40

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  • Publisher Name: Springer, India

  • Print ISBN: 978-81-322-0999-7

  • Online ISBN: 978-81-322-1000-9

  • eBook Packages: EngineeringEngineering (R0)

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