One ICCV 2021 paper accepted!!! [03/2021] One CVPR 2021 paper accepted as Oral Paper!!!
[02/2021] Finish my internship at MediaTek.
[10/2020] Finish my military training.
[08/2020] Receive my M.Sc. degree from National Tsing Hua University.
[07/2020] Selected as the honorary member of the
. Phi Tau Phi Scholastic Honor Society of the Republic of China [02/2020] Join
MediaTek as a Computer Vision Research Intern. [01/2020] One
ICRA 2020 paper accepted!!! [08/2019] One
ICCV19 360 Perception and Interaction paper accepted!!!
National Tsing-Hua University
, Hsinchu, Taiwan 2018.1 - 2020.7
M.Sc. Electrical Engineering
Vision Science Lab (VSLAB)
Advised by Prof.
Min Sun Concentrate on Computer Vision and Deep Learning researches
National Chiao-Tung University
, Hsinchu, Taiwan 2013.9 - 2017.6
B.Sc. Mechanical Engineering
Concentrate on Autonomous Control and Robotics
Research Intern, MediaTek
2020.2 - 2021.2
Worked on research topics related to stereo matching and depth estimation on images with blur/bokeh effects (shallow DoF)
(ICCV 2021). Presented a new dataset for model training on blurred images.
Proposed a new unsupervised training technique on depth estimation.
Graduate Research Assistant, VSLAB
- advised by Prof.
Min Sun 2018.1 - 2020.7
Led the 360
° Stereo Project, advised by Prof. Min Sun, Prof. Wei-Chen Chiu and Dr. Yi-Hsuan Tsai (ICRA 2020). Presented two 360
° stereo datasets as well as a novel DNN targeting depth estimation on 360 ° stereo images. Worked on Planar Reconstruction, co-advised by Prof. Hwann-Tzong Chen
(CVPR 2021 Oral). Proposed a new benchmark and a new method leveraging the phenomenon of indoor human structures and 360
° images for indoor panorama planar reconstruction.
Led a technical team in a nationwide startup competition and won Second Place in the first stage of the two stages.
Designed an electronic mask-like device with active noise canceling for both meeting and gaming.
On-site Engineer, Atos
29th Summer Universiade Internet System Maintenance
Contestant, Tokyo Electron Limited Robot Combat, Tokyo Electron
Robotic Construction/Combat Competition
Bridging Unsupervised and Supervised Depth from Focus via All-in-Focus Supervision
Indoor Panorama Planar 3D Reconstruction via Divide and Conquer
° Stereo Depth Estimation with Learnable Cost Volume
Presented a new 360° stereo dataset.
Implementation of deep neural network baselines as well as conventional methods.
Presented a deep nerual network with several novel modules for 360° stereo depth estimation.
Collected 5000 horror scene images with web crawling from YouTube horror game videos for style transfer training.
Implemented CycleGAN for style transfer and LayoutNet for 360◦ layout reconstruction.
Combined both model outputs (horror style 360◦ images and 3D room layout) to form a 3D model of horror rooms.
Unmanned Aircraft Remote Delivery System (Drone)
Designed and implemented the drone mechanism, motor control, delivery, and real-time surveillance system.
Demonstrated the UAV control for unseen location object delivery with a load of 300g.
KNR Robot Navigation and Object Detection in Maze
Designed and manufactured the KNR mechanism with multi-sensor (camera, ultrasonic and infrared sensor).
Programmed the navigation system, including motor control, multi-sensor feedback, and image processing in LabVIEW.
Validation of The Lambda Method for Integer Ambiguity Estimation
Implementation of The Lambda Method for Integer Ambiguity Estimation with Matlab simulation.