Abstract
A novel frequency domain technique for image blocking artifact reduction is presented in this paper. For each block, its DC and AC coefficients are recalculated for artifact reduction. To achieve this, a closed form representation of the optimal correction of the DCT coefficients is produced by minimizing a novel enhanced form of the Mean Squared Difference of Slope (MSDS), for every frequency separately. Experimental results illustrating the performance of the proposed method are presented and evaluated.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Minami, S., Zakhor, A.: An optimization approach for removing blocking effects in transform coding. IEEE Trans. Circuits Syst. Video Technology 5, 74–82 (1995)
Lakhani, G., Zhong, N.: Derivation of prediction equations for blocking effect reduction. IEEE Trans. Circuits Syst. Video Technology 9(3), 415–418 (1999)
Lee, Y.L., Kim, H.C., Park, H.W.: Blocking effect reduction of JPEG images by signal adaptive filtering. IEEE Trans. Image Processing 7, 229–234 (1998)
Jain, A.K.: Fundamentals of digital image processing. Prentice-Hall, Englewood Cliffs (1989)
Paek, H., Kim, R.-C., Lee, S.-U.: A DCT-based spatially adaptive post processing technique to reduce the blocking artifacts in transform coded images. IEEE Trans. Circuits Syst. Video Technology 10(1), 36–41 (2000)
Triantafyllidis, G.A., Tzovaras, D., Strintzis, M.G.: Blockiness Detection in Compressed Data. In: IEEE International Symposium on Circuits and Systems (ISCAS), Sydney, Australia (May 2001)
Triantafyllidis, G.A., Tzovaras, D., Strintzis, M.G.: Blocking Artifact Detection and Reduction in Compressed Data. IEEE Trans. Circuits Syst. Video Technology 12(10), 877–890 (2002)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Triantafyllidis, G.A., Tzovaras, D., Strintzis, M.G. (2005). Reduction of Blocking Artifacts in Block-Based Compressed Images. In: Blanc-Talon, J., Philips, W., Popescu, D., Scheunders, P. (eds) Advanced Concepts for Intelligent Vision Systems. ACIVS 2005. Lecture Notes in Computer Science, vol 3708. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11558484_53
Download citation
DOI: https://doi.org/10.1007/11558484_53
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-29032-2
Online ISBN: 978-3-540-32046-3
eBook Packages: Computer ScienceComputer Science (R0)