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PUBLICATIONS
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Privacy-Preserving Video Conferencing via Thermal-Generative Images
Sheng-Yang Chiu*,
Yu-Ting Huang*, Chieh-Ting Lin*, Yu-Chee Tseng, Jen-Jee Chen, Meng-Hsuan Tu, Bo-Chen Tung, YuJou Nieh
ICRA, 2023
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Low-Resolution Thermal Sensor-Guided Image Synthesis
Sheng-Yang Chiu,
Yu-Chee Tseng, Jen-Jee Chen
WACV Workshop, 2023
[paper link]
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Gesture-based Intention Prediction for Automatic Door Opening using
Low-Resolution Thermal Sensors: A U-Net-based Deep Learning Approach
Sheng-Ya Chiu,
Sheng-Yang Chiu,
Yu-Ju Tu, Chi-I Hsu
IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE), 2021
[paper link]
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Smart Rabbit - A Wearable Device As Intelligent Pacer for Marathon Runners
Wenpei Zheng,
Sheng-Yang Chiu, Jui-Chien Hsieh, Chaochang Chiu
IEEE International Conference on
Application-specific Systems, Architectures and Processors (ASAP), 2019
[paper link]
[media coverage 1]
[2]
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A Convolutional Neural Networks Approach with Infrared Array Sensor for Bed-Exit Detection
Sheng-Yang Chiu,
Jui-Chien Hsieh, Chi-I Hsu, Chaochang Chiu
International Conference on System Science and Engineering, 2018
[paper link]
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PROJECTS
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Racoon: Relevant Answering Chatbot with Preprocessing and Associating Intelligence
Sheng-Yang Chiu, Chao-Chang Chiu
Personal Project, 2023 [Website]
Racoon is a QA tool based on data processing and retrieval techniques while integrated with ChatGPT. Racoon searches knowledge on customized dataset and answers you in a natural voice. If you're interested and would like to try out please let me know. I'll provide you with a trial account.
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Research on Intelligent Diagnosis of Motor Faults
Sheng-Yang Chiu,
Tzu-Ti Wei, Tzu-Hsuan Hsu, Jen-Jee Chen
Joint Project with ITRI, 2021
To detect anomalies in electric motors, we experimented with different feature extraction networks, including VAE and GraphAE, as well as various clustering analysis techniques, such as KNN and OC-SVM, based on sensor readings.
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Low-Resolution Heatmap Segmentation based on Thermopile Array Sensor
Sheng-Yang Chiu
Coursework, 2020 [video]
Segmenting human masks from low-resolution thermal images.
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AI-Powered Interactive Trampoline
Sheng-Yang Chiu
Coursework, 2020
An interactive game that utilizes a trampoline as an input device. The system uses ultrasonic sensors to detect landing positions, which are then analyzed using a neural network prediction.
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Fluid Display “Inverted Tinge”
Sheng-Yang Chiu, Yihe Wang, Pei-Ying Lin, You-Ze Lin, Chen-Yu Zhou, Chuchu Du
Graduation Project, 2019 [project page]
Inverted Tinge used arrays of submerged custom-built motorized ink nozzles to form graphics in the water. We explored the possibility of a novel fluid interface using this technology.
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Kinetic Sculpture “Whale Fall”
Sheng-Yang Chiu, Yihe Wang, Chuchu Du, Pei-Yu Liao, Mu-Ping Deng, Yun-Ju Chen
Coursework, 2018 [project page]
Custom-built motor array used to create a kinetic sculpture that simulates the movements of a whale in the ocean. Our work was recognized as a semifinalist in the Adobe Design Achievement Awards (ADAA).
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Auto Design Tool for Heavy-Duty Metal Packaging Optimization
Cooperation Project, 2017
Using genetic algorithms to optimize geometry of heavy-duty metal packages. We complete a 36-hour training course for CATIA CAD/CAE software.
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PERSONAL
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I’ve been playing drums in Sunday services for 4 years. Playing in a church band is a practice of worship, endurance, improvisation, and discipline. I also do sound engineering at church (mainly broadcasting, sometimes FoH) since 2014. When I was in high school, my dream was to open a recording studio. Apparently, the path has gone very differently.
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Besides my major, I'm into a lot of things. My first-tier interests are automobiles, airplanes, and home appliances. I also love history and art; my favorite place in Taiwan is the National Palace Museum, which has the world's largest collection of Chinese artifacts. Before the thought of becoming a sound engineer, I wanted to be an architect.
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My siblings and I own too many fluffy friends. The largest group of them are kiwis made by Nici, however, my favorite stuffed toy manufacturer is Jellycat. I currently play badminton weekly, I'm okay at doubles but I suck at singles. My teammate and I won the first runner-up in a game in Taichung last summer.
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I’ve been playing drums in Sunday services for 4 years. Playing in a church band is a practice of worship, endurance, improvisation, and discipline. I also do sound engineering at church (mainly broadcasting, sometimes FoH) since 2014. When I was in high school, my dream was to open a recording studio. Apparently, the path has gone very differently.
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Besides my major, I'm into a lot of things. My first-tier interests are automobiles, airplanes, and home appliances. I also love history and art; my favorite place in Taiwan is the National Palace Museum, which has the world's largest collection of Chinese artifacts. Before the thought of becoming a sound engineer, I wanted to be an architect.
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My siblings and I own too many fluffy friends. The largest group of them are kiwis made by Nici, however, my favorite stuffed toy manufacturer is Jellycat. I currently play badminton weekly, I'm okay at doubles but I suck at singles. My teammate and I won the first runner-up in a game in Taichung last summer.
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Last update Sep 2023
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