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    請使用永久網址來引用或連結此文件: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/120019


    題名: Design of Desktop Audiovisual Entertainment System with Deep Learning and Haptic Sensations
    作者: Chien-Hsing Chou;Yu-Sheng Su;Che-Ju Hsu;Kong-Chang Lee;Ping-Hsuan Han
    關鍵詞: audiovisual entertainment system;deep learning;four-dimensional (4D);haptics;scene recognition;audiovisual entertainment system
    日期: 2020-10-19
    上傳時間: 2021-03-04 12:14:46 (UTC+8)
    摘要: In this study, we designed a four-dimensional (4D) audiovisual entertainment system called Sense. This system comprises a scene recognition system and hardware modules that provide haptic sensations for users when they watch movies and animations at home. In the scene recognition system, we used Google Cloud Vision to detect common scene elements in a video, such as fire, explosions, wind, and rain, and further determine whether the scene depicts hot weather, rain, or snow. Additionally, for animated videos, we applied deep learning with a single shot multibox detector to detect whether the animated video contained scenes of fire-related objects. The hardware module was designed to provide six types of haptic sensations set as line-symmetry to provide a better user experience. After the system considers the results of object detection via the scene recognition system, the system generates corresponding haptic sensations. The system integrates deep learning, auditory signals, and haptic sensations to provide an enhanced viewing experience.
    關聯: Symmetry 12(10), 1718
    DOI: 10.3390/sym12101718
    顯示於類別:[電機工程學系暨研究所] 期刊論文

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