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Automated illumination correction with counter exponential transform and modified residual network for macroscopic images of skin lesions

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VipinBioLab/IECET

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A deep learning-based illumination transform for devignetting photographs of dermatological lesions

This repository contains dermatological macro-images with simulating uneven background illuminated images and its pristine version along with the Matlab codes

If any data or code is used, please cite as:

**Vipin Venugopal, Malaya Kumar Nath, Justin Joshep, M. Vipin Das, "A deep learning-based illumination transform for devignetting photographs of dermatological lesions", Image and Vision Computing Elsevier, vol. 142, 104909, February 2024. https://doi.org/10.1016/j.imavis.2024.104909

  1. Download the DEMO_IECET.zip file to run the demo of the IECET algorithm.

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Automated illumination correction with counter exponential transform and modified residual network for macroscopic images of skin lesions

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