News

  • [07/2021] 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!!!

  • Education

    National Tsing-Hua University, Hsinchu, Taiwan2018.1 - 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, Taiwan2013.9 - 2017.6
    • B.Sc. Mechanical Engineering
    • Concentrate on Autonomous Control and Robotics

    Experiences

    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.
    Technical Lead, Young Entrepreneurs of the Future, Epoch Foundation 2018.1 - 2018.07
    • 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 2017.08
    • 29th Summer Universiade Internet System Maintenance
    Contestant, Tokyo Electron Limited Robot Combat, Tokyo Electron 2017
    • Robotic Construction/Combat Competition

    Publications

    Bridging Unsupervised and Supervised Depth from Focus via All-in-Focus Supervision



    Indoor Panorama Planar 3D Reconstruction via Divide and Conquer


    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost Volume
    Short Version in ICCV19: 360PI Workshop



    Project Highlights

    • 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.