報告題目： Biomedical Image Segmentation and Applications
主講嘉賓： Prof. Zhiping Lin,
Nanyang Technological University (NTU), Singapore
邀請人：廖斌老師
時間：2017年10月10日(周二) 上午10：30-11：30
地點：深圳大學(xué)南區(qū)基礎(chǔ)實驗樓北座信息工程學(xué)院N710會議室
報告摘要:
In this talk, I will first give an overview of biomedical image segmentation. Focus will be on image segmentation using the thresholding method. I will then present a recent method of hybrid threshold optimization between a global image and local regions in image segmentation. An analytic optimal hybrid threshold solution is obtained by minimizing the deviation between the given image and its segmented outcome. This optimal hybrid threshold comprises both local and global information around image pixels and is used to develop an optimal hybrid thresholding segmentation method. Applications in the severity assessment of a facial skin disease (melisma) will be presented. Other biomedical image segmentation methods based on level sets and machine learning will also be briefly discussed.
嘉賓簡介：
Zhiping Lin received the B.Eng. degree in control engineering from South China Institute of Technology, Canton, China in 1982 and the Ph.D. degree in information engineering from the University of Cambridge, England in 1987. He was with the University of Calgary, Canada for 1987-1988, with Shantou University, China for 1988-1993, and with DSO National Laboratories, Singapore for 1993-1999. Since 1999, he has been with Nanyang Technological University (NTU), Singapore. He is a Program Director at Centre for Bio Devices and Signal Analysis, NTU. Dr. Lin was the Editor-in-Chief of Multidimensional Systems and Signal Processing for 2011 – 2015, after being in its editorial board since 1993. He was an Associate Editor of Circuits, Systems and Signal Processing for 2000-2007 and an Associate Editor of IEEE Transactions on Circuits and Systems - II for 2010-2011. He was a reviewer for Mathematical Reviews for 2011-2013. He is currently a Subject Editor and a Guest Editor of the Journal of the Franklin Institute. His research interests include multidimensional systems and signal processing, statistical and biomedical signal processing, and machine learning. He is the co-author of the 2007 Young Author Best Paper Award from the IEEE Signal Processing Society, Distinguished Lecturer of the IEEE Circuits and Systems Society for 2007-2008, and received the Best Paper Awards at ELM 2015.
歡迎各位老師和同學(xué)參加。
