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Post-Processing Method for Reducing Blocking Artifacts Using a Deblocking Filter


Affiliations
1 Department of Computer Science and Engineering, D.A.V. Institute of Engineering and Technology, Jalandhar, India
2 Department of Electronics and Communication Engineering, D.A.V. Institute of Engineering and Technology, Jalandhar, India
3 Department of Instrumentation and Control at Dr. B.R. Ambedkar NIT, Jalandhar, India
4 Department of Computer Science and Engineering at U.I.E.T., Chandigarh, India
     

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A major drawback of block discrete cosine transform-based compressed image is the appearance of visible discontinuities along block boundaries in low bit-rate coding, which are commonly referred as blocking artifacts. In this paper, a post-processing method based on three separate nfiltering modes is proposed for removing these discontinuities. The method consists of three stages: in the first, better estimates of the activity across block boundary for region classification. In the second, based on region classification appropriate filtering mode is applied to the image blocks. In the third, evaluate the performance of the proposed method using performance metric- Peak Signal-to-Noise Ratio. Experiments shows that the proposed method gives better performance in terms of PSNR (Peak Signal-to-Noise Ratio) and excellent results compared with other approaches.


Keywords

Blocking Effect, Deblocking Filter, DCT, PSNR.
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  • Post-Processing Method for Reducing Blocking Artifacts Using a Deblocking Filter

Abstract Views: 221  |  PDF Views: 3

Authors

Meera Thapar Khanna
Department of Computer Science and Engineering, D.A.V. Institute of Engineering and Technology, Jalandhar, India
Jagroop Singh Sidhu
Department of Electronics and Communication Engineering, D.A.V. Institute of Engineering and Technology, Jalandhar, India
Dilbag Singh
Department of Instrumentation and Control at Dr. B.R. Ambedkar NIT, Jalandhar, India
Sukhwinder Singh
Department of Computer Science and Engineering at U.I.E.T., Chandigarh, India

Abstract


A major drawback of block discrete cosine transform-based compressed image is the appearance of visible discontinuities along block boundaries in low bit-rate coding, which are commonly referred as blocking artifacts. In this paper, a post-processing method based on three separate nfiltering modes is proposed for removing these discontinuities. The method consists of three stages: in the first, better estimates of the activity across block boundary for region classification. In the second, based on region classification appropriate filtering mode is applied to the image blocks. In the third, evaluate the performance of the proposed method using performance metric- Peak Signal-to-Noise Ratio. Experiments shows that the proposed method gives better performance in terms of PSNR (Peak Signal-to-Noise Ratio) and excellent results compared with other approaches.


Keywords


Blocking Effect, Deblocking Filter, DCT, PSNR.