S
Stefan Winkler
Researcher at National University of Singapore
Publications - 180
Citations - 9297
Stefan Winkler is an academic researcher from National University of Singapore. The author has contributed to research in topics: Video quality & Sky. The author has an hindex of 41, co-authored 178 publications receiving 8049 citations. Previous affiliations of Stefan Winkler include Agency for Science, Technology and Research & École Normale Supérieure.
Papers
More filters
Proceedings ArticleDOI
Computing isotropic local contrast from oriented pyramid decompositions
TL;DR: A new isotropic contrast measure is proposed, which is computed from oriented filters and investigated, some of its properties are investigated and applied to natural images.
Proceedings ArticleDOI
Group happiness assessment using geometric features and dataset balancing
TL;DR: This paper presents the techniques employed in the team's submissions to the 2016 Emotion Recognition in the Wild contest, for the sub-challenge of group-level emotion recognition, and a predominately bottom-up approach to estimate the happiness intensity of groups of people in consumer photos.
Journal ArticleDOI
CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation
TL;DR: CloudSegNet as discussed by the authors proposes a lightweight deep-learning architecture that integrates daytime and nighttime image segmentation in a single framework and achieves state-of-the-art results on public databases.
Proceedings ArticleDOI
Categorization of cloud image patches using an improved texton-based approach
TL;DR: An extensive evaluation of a modified texton-based classification approach that integrates both color and texture information for improved classification results is performed, comparing different color components, filter banks, and other parameters to understand their effect on classification accuracy.