[2024-05-17] Xin-You Liu/Chin-Chieh Hsu,NTUCSIE,”Exploring the Accelerator Design in FutureRobust In-memory Computing and Searching Architecture for 3D Computer Vision”,"Dynamic Echocardiography Analysis and Quality Assessment"

  • 2024-04-23
  • 宋欣薏(職務代理)
Title: Exploring the Accelerator Design in Future: Robust In-memory Computing and Searching Architecture for 3D Computer Vision
 Dynamic Echocardiography Analysis and Quality Assessment

2024/05/17 14:20-15:30
CSIE  R103
Xin-You Liu,NTUCSIE/Chin-Chieh Hsu,NTUCSIE
Host: Prof. Lung-Pan Cheng

Mr. Liu obtained a Master's in Information Engineering from National Taiwan University in 2023. He was a research assistant in the Embedded and Mobile Computing Lab at the Center for Technological Innovation and Research (CITI) in Academia Sinica from 2020 to 2021. Now is a Ph.D. student in the Department of Computer Science and Information Engineering at National Taiwan University and a senior system software engineer at the Emerging System R&D Lab in Macronix. He received membership in the Phi-Tau-Phi Scholastic Honor Society in 2021 for academic achievement during his undergraduate years. His research interests mainly focus on 3D computer vision learning algorithms with efficient operating systems and computer architecture design, which primarily emphasize the design of storage systems and accelerator design with emerging technologies (e.g., volatile and non-volatile memory, in-memory computing scheme, 3D stack integrated system design) and system applications (e.g., Learning-based models, programming models, compiler runtimes) to design energy-efficient computer systems.


This stresses the specific topic on image quality assessment, which represents an important yet potentially underexplored area, on dynamic echocardiography.


Chin-Chieh Hsu is a Ph.D. candidate in the Department of Computer Science and Information Engineering at National Taiwan University in Taipei, Taiwan. He transitioned directly from the Master’s Program at NTU to the Direct Ph.D. Program. He received the Royal Palm Elite Doctoral Scholarship in 2022. As a member of the Medical Image Processing Lab, he specializes in medical image analysis under the guidance of Professor Ruey-Feng Chang. His research interests primely include dynamic echocardiography, pelvic computed tomography, image quality assessment, and 3D image segmentation.