@inproceedings{nau2021skinscan,
abstract = {The utilization of computational photography becomes increasingly essential in the medical field. Today, imaging techniques for dermatology range from two-dimensional (2D) color imagery with a mobile device to professional clinical imaging systems measuring additional detailed three-dimensional (3D) data. The latter are commonly expensive and not accessible to a broad audience. In this work, we propose a novel system and software framework that relies only on low-cost (and even mobile) commodity devices present in every household to measure detailed 3D information of the human skin with a 3D-gradient-illumination-based method. We believe that our system has great potential for early-stage diagnosis and monitoring of skin diseases, especially in vastly populated or underdeveloped areas.},
archivePrefix = {arXiv},
arxivId = {2102.00508},
author = {Nau, Merlin A. and Schiffers, Florian and Li, Yunhao and Xu, Bingjie and Maier, Andreas and Tumblin, Jack and Walton, Marc and Katsaggelos, Aggelos K. and Willomitzer, Florian and Cossairt, Oliver},
booktitle = {2021 IEEE International Conference on Image Processing (ICIP)},
doi = {10.1109/ICIP42928.2021.9506335},
eprint = {2102.00508},
isbn = {978-1-6654-4115-5},
issn = {15224880},
keywords = {Dermatologic imaging,Photometric stereo,Three-dimensional imaging,Topographic imaging},
month = {sep},
pages = {2918--2922},
publisher = {IEEE},
title = {{Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation}},
url = {https://ieeexplore.ieee.org/document/9506335/},
volume = {2021-Septe},
year = {2021}
}

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In this work, we propose a novel system and software framework that relies only on low-cost (and even mobile) commodity devices present in every household to measure detailed 3D information of the human skin with a 3D-gradient-illumination-based method. We believe that our system has great potential for early-stage diagnosis and monitoring of skin diseases, especially in vastly populated or underdeveloped areas.","archiveprefix":"arXiv","arxivid":"2102.00508","author":[{"propositions":[],"lastnames":["Nau"],"firstnames":["Merlin","A."],"suffixes":[]},{"propositions":[],"lastnames":["Schiffers"],"firstnames":["Florian"],"suffixes":[]},{"propositions":[],"lastnames":["Li"],"firstnames":["Yunhao"],"suffixes":[]},{"propositions":[],"lastnames":["Xu"],"firstnames":["Bingjie"],"suffixes":[]},{"propositions":[],"lastnames":["Maier"],"firstnames":["Andreas"],"suffixes":[]},{"propositions":[],"lastnames":["Tumblin"],"firstnames":["Jack"],"suffixes":[]},{"propositions":[],"lastnames":["Walton"],"firstnames":["Marc"],"suffixes":[]},{"propositions":[],"lastnames":["Katsaggelos"],"firstnames":["Aggelos","K."],"suffixes":[]},{"propositions":[],"lastnames":["Willomitzer"],"firstnames":["Florian"],"suffixes":[]},{"propositions":[],"lastnames":["Cossairt"],"firstnames":["Oliver"],"suffixes":[]}],"booktitle":"2021 IEEE International Conference on Image Processing (ICIP)","doi":"10.1109/ICIP42928.2021.9506335","eprint":"2102.00508","isbn":"978-1-6654-4115-5","issn":"15224880","keywords":"Dermatologic imaging,Photometric stereo,Three-dimensional imaging,Topographic imaging","month":"sep","pages":"2918–2922","publisher":"IEEE","title":"Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation","url":"https://ieeexplore.ieee.org/document/9506335/","volume":"2021-Septe","year":"2021","bibtex":"@inproceedings{nau2021skinscan,\nabstract = {The utilization of computational photography becomes increasingly essential in the medical field. Today, imaging techniques for dermatology range from two-dimensional (2D) color imagery with a mobile device to professional clinical imaging systems measuring additional detailed three-dimensional (3D) data. The latter are commonly expensive and not accessible to a broad audience. In this work, we propose a novel system and software framework that relies only on low-cost (and even mobile) commodity devices present in every household to measure detailed 3D information of the human skin with a 3D-gradient-illumination-based method. We believe that our system has great potential for early-stage diagnosis and monitoring of skin diseases, especially in vastly populated or underdeveloped areas.},\narchivePrefix = {arXiv},\narxivId = {2102.00508},\nauthor = {Nau, Merlin A. and Schiffers, Florian and Li, Yunhao and Xu, Bingjie and Maier, Andreas and Tumblin, Jack and Walton, Marc and Katsaggelos, Aggelos K. and Willomitzer, Florian and Cossairt, Oliver},\nbooktitle = {2021 IEEE International Conference on Image Processing (ICIP)},\ndoi = {10.1109/ICIP42928.2021.9506335},\neprint = {2102.00508},\nisbn = {978-1-6654-4115-5},\nissn = {15224880},\nkeywords = {Dermatologic imaging,Photometric stereo,Three-dimensional imaging,Topographic imaging},\nmonth = {sep},\npages = {2918--2922},\npublisher = {IEEE},\ntitle = {{Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation}},\nurl = {https://ieeexplore.ieee.org/document/9506335/},\nvolume = {2021-Septe},\nyear = {2021}\n}\n","author_short":["Nau, M. 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