@inproceedings{cc4f1725461047b6b83053bd19006998,
title = "Intrinsic image evaluation on synthetic complex scenes",
abstract = "Scene decomposition into its illuminant, shading, and reflectance intrinsic images is an essential step for scene understanding. Collecting intrinsic image groundtruth data is a laborious task. The assumptions on which the ground-truth procedures are based limit their application to simple scenes with a single object taken in the absence of indirect lighting and interreflections. We investigate synthetic data for intrinsic image research since the extraction of ground truth is straightforward, and it allows for scenes in more realistic situations (e.g, multiple illuminants and interreflections). With this dataset we aim to motivate researchers to further explore intrinsic image decomposition in complex scenes.",
keywords = "illuminant estimation, intrinsic images, reflectance modeling, synthetic data",
author = "S. Beigpour and M. Serra and \{Van De Weijer\}, J. and R. Benavente and M. Vanrell and O. Penacchio and D. Samaras",
year = "2013",
doi = "10.1109/ICIP.2013.6738059",
language = "English",
isbn = "9781479923410",
series = "2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings",
publisher = "IEEE Computer Society",
pages = "285--289",
booktitle = "2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings",
note = "2013 20th IEEE International Conference on Image Processing, ICIP 2013 ; Conference date: 15-09-2013 Through 18-09-2013",
}