Ping-Hsuan Han

Ping-Hsuan Han


Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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19 October 2020 in Symmetry
Verified
Journal Article
Open access
PDF file
CCChien-Hsing Chou
Chien-Hsing Chou
Yu-Sheng SuYu-Sheng Su
Yu-Sheng Su
CHChe-Ju Hsu
Che-Ju Hsu
KLKong-Chang Lee
Kong-Chang Lee
PHPing-Hsuan Han
Ping-Hsuan Han
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.