no code implementations • 5 Sep 2023 • Yu Huang, Jingchuan Guo, William T Donahoo, Zhengkang Fan, Ying Lu, Wei-Han Chen, Huilin Tang, Lori Bilello, Elizabeth A Shenkman, Jiang Bian
Background: Racial and ethnic minority groups and individuals facing social disadvantages, which often stem from their social determinants of health (SDoH), bear a disproportionate burden of type 2 diabetes (T2D) and its complications.
no code implementations • 27 Jun 2023 • Chih-Chia Chen, Wei-Han Chen, Jen-Shiun Chiang, Chun-Tse Chien, Tingkai Chang
Combining high-level and low-level visual tasks is a common technique in the field of computer vision.
1 code implementation • 27 May 2023 • Rui-Yang Ju, Yu-Shian Lin, Jen-Shiun Chiang, Chih-Chia Chen, Wei-Han Chen, Chun-Tse Chien
This work compares the performance of the proposed method with other state-of-the-art (SOTA) methods on DIBCO and H-DIBCO ((Handwritten) Document Image Binarization Competition) datasets.
Ranked #4 on Binarization on DIBCO 2013
2 code implementations • 16 Mar 2023 • Rui-Yang Ju, Chih-Chia Chen, Jen-Shiun Chiang, Yu-Shian Lin, Wei-Han Chen, Chun-Tse Chien
We apply this strategy to SwinIR and present a new model, which named SwinOIR (Object Image Restoration Using Swin Transformer).
Ranked #9 on Image Super-Resolution on BSD100 - 3x upscaling
no code implementations • 10 May 2022 • Jien-De Sui, Wei-Han Chen, Tzyy-Yuang Shiang, Tian-Sheuan Chang
Previous gait phase detection as convolutional neural network (CNN) based classification task requires cumbersome manual setting of time delay or heavy overlapped sliding windows to accurately classify each phase under different test cases, which is not suitable for streaming Inertial-Measurement-Unit (IMU) sensor data and fails to adapt to different scenarios.
no code implementations • 14 Oct 2018 • Chao Shang, Wei-Han Chen, Abraham Duncan Stroock, Fengqi You
For evapotranspiration forecast error, the support vector clustering-based uncertainty set is adopted, which can be conveniently built from historical data.