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Cost-Effective Sharpening of Single-Sensor Camera Images
Toronto, ON, Canada July 09-July 12
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICME.2006.2626292006 IEEE International Conference on ...
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Rastislav Lukac, Multimedia Laboratory - BA 4157, The Edward S. Rogers Sr. Department of ECE, University of Toronto, 10 King's College Road, Toronto, Canada. lukacr@ieee.org
Konstantinos Plataniotis, Multimedia Laboratory - BA 4157, The Edward S. Rogers Sr. Department of ECE, University of Toronto, 10 King's College Road, Toronto, Canada. kostas@dsp.utoronto.ca
This paper presents a cost-effective image sharpening solution suitable for single-sensor digital cameras. The proposed solution enhances the structural content of the sensor image data captured using a Bayer color filter array (CFA). Subsequent demosaicking of the enhanced CFA image produces a visually-pleasing demosaicked image without the need for expensive sharpening in the RGB color domain. Simulation studies indicate that the proposed imaging pipeline, which employs an image sharpening step before the actual demosaikcking module, yields excellent performance and outperforms the conventional pipeline (demosaicking followed by full-color image sharpening) in terms of both subjective and objective image quality measures.
Citation:
Rastislav Lukac, Konstantinos Plataniotis, "Cost-Effective Sharpening of Single-Sensor Camera Images," icme, pp.829-832, 2006 IEEE International Conference on Multimedia and Expo, 2006
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