Informatics Approaches for Understanding Human Facial Attractiveness Perception and Visual Attention 人間の顔の魅力知覚と視覚的注意の情報学的アプローチによる解明

元資料の権利情報 : Putative ratios of facial attractiveness in a deep neural network S Tong, X Liang, T Kumada, S Iwaki ("Vision Research", January 2021, Volume 178, pp 86-99). doi: 10.1016/j.visres.2020.10.001. The final publication is available at Elsevier via https://doi.org/10.1016/j.visres.2020.10.001. "Understanding the Photo-shooting Patterns of Sightseeing" X Liang, S Tong, T Kumada, YP Loh ("Proc Int Conf Data Sci Info Tech", July 2019, pp 36-41). doi: 10.1145/3352411.3352418. The final publication is available at ACM via https://doi.org/10.1145/3352411.3352418. "Wide or Narrow? A Visual Attention Inspired Model for View-Type Classification" S Tong, YP Loh, X Liang, T Kumada ("IEEE Access", April 2019, Volume 7, pp 48725-48738). doi: 10.1109/ACCESS.2019.2908856. The final publication is available at IEEE via https://doi.org/10.1109/ACCESS.2019.2908856. "Golden Ratio: The Attributes of Facial Attractiveness Learned by CNN" X Liang, S Tong, T Kumada, S Iwaki ("Proc IEEE ICIP", September 2019, pp 2124-2128). doi: 10.1109/ICIP.2019.8803166. The final publication is available at IEEE via https://doi.org/10.1109/ICIP.2019.8803166. "Learning the Cultural Consistent Facial Aesthetics by Convolutional Neural Network" S Tong, X Liang, T Kumada, S Iwaki, N Tosa ("Proc Int Conf Culture Comput", September 2017, pp 97-103). doi: 10.1109/Culture.and.Computing.2017.53. The final publication is available at IEEE via https://doi.org/10.1109/Culture.and.Computing.2017.53. "Understanding Scenery Quality: A Visual Attention Measure and Its Computational Model" YP Loh, S Tong, X Liang, T Kumada, CS Chan ("Proc IEEE ICCVW", October 2017, pp 289-297). doi: 10.1109/ICCVW.2017.43. The final publication is available at IEEE via https://doi.org/10.1109/ICCVW.2017.43. "Visual Attention Inspired Distant View and Close-up View Classification" S Tong, YP Loh, X Liang, T Kumada ("Proc IEEE ICIP", September 2016, pp 2787-2791). doi: 10.1109/ICIP.2016.7532867. The final publication is available at IEEE via https://doi.org/10.1109/ICIP.2016.7532867.