Edge-Based Directional Fuzzy Filter for Compression Artifact Reduction in JPEG Images
| Citation: |
Vo, D.; Nguyen, T.; Yea, S.; Vetro, A., "Edge-Based Directional Fuzzy Filter for Compression Artifact Reduction in JPEG Images", IEEE International Conference on Image Processing (ICIP), October 2008 (IEEE Explore) |
| MERL Report: | TR2008-066 |
We propose a novel method to reduce both blocking and ringing artifacts in compressed images and videos. Based on the directional characteristics of ringing artifacts along edges, we use a directional fuzzy filter which is adaptive to the direction of the ringing artifacts. The filter exploits the spatial order, the rank order and the spread information of the signal together with the position of the pixels to enhance the quality of the compressed image. Simulations results on compressed images and videos having simple and complex edges show the improvement of the proposed directional fuzzy filter over the conventional fuzzy filtering and approaches.
