Physics-Based and Retina-Inspired Technique for Image Enhancement
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SEDKY, Mohamed, Aly, Ange and BOSAKOWSKI, Tomasz (2016) Physics-Based and Retina-Inspired Technique for Image Enhancement. In: Biosignals, February 2016, Rome, Italy.
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Paper ID 47 - Physics-Based and Retina-Inspired Technique for Image Enhancement Camera Ready Final.pdf - AUTHOR'S ACCEPTED Version (default) Available under License All Rights Reserved. Download (1MB) | Preview |
Abstract or description
This paper develops a novel image/video enhancement technique that integrates a physics-based image formation model, the dichromatic model, with a retina-inspired computational model, multiscale model of adaptation. In particular, physics-based features (e.g. Power Spectral Distribution of the dominant illuminant in the scene and the Surface Spectral Reflectance of the objects contained in the image are estimated and are used as inputs to the multiscale model for adaptation. The results show that our technique can adapt itself to scene variations such as a change in illumination, scene structure, camera position and shadowing and gives superior performance over the original model.
| Item Type: | Conference or Workshop Item (Paper) |
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| Faculty: | School of Computing and Digital Technologies > Computing |
| Event Title: | Biosignals |
| Event Location: | Rome, Italy |
| Event Dates: | February 2016 |
| Depositing User: | Mohamed SEDKY |
| Date Deposited: | 03 Jul 2017 13:52 |
| Last Modified: | 24 Feb 2023 13:48 |
| URI: | https://eprints.staffs.ac.uk/id/eprint/3623 |
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