应贾育衡老师邀请,5月6日(周五)下午15:50 - 17:30,香港城市大学Prof. Junhui Hou给我院师生做学术报告,具体情况如下:
报告题目:Deep Learning-based 3D Point Cloud Reconstruction
报告人:Junhui Hou,香港城市大学助理教授,IEEE TIP、IEEE TCSVT 副主编.
时间:2022年5月6日,15:50 - 17:30
腾讯会议 ID:51849410873
会议密码:112233
腾讯会议入会链接:https://meeting.tencent.com/dm/5ps4t2mkYYI0
摘要:3D point clouds are widely used in immersive telepresence, cultural heritage reconstruction, geophysical information systems, autonomous driving, and virtual/augmented reality. Despite rapid development in 3D sensing technology, acquiring 3D point cloud data with high spatial and temporal resolution and complex geometry/topology is still time-consuming, challenging, or costly. This talk will present our recent studies on computational methods(i.e., deep learning)-based 3D point cloud reconstruction, including sparse 3D point cloud upsampling, temporal interpolation of dynamic 3D point cloud sequences, and adversarial 3D point cloud generation.
报告人简历:Junhui Hou (Senior Member, IEEE) has been an Assistant Professor with the Department of Computer Science, City University of Hong Kong since Jan. 2017. He received the B.Eng. degree in information engineering (Talented Students Program) from the South China University of Technology, Guangzhou, China, in 2009, the M.Eng. degree in signal and information processing from Northwestern Polytechnical University, Xian, China, in 2012, and the Ph.D. degree in electrical and electronic engineering from the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, in 2016. His research interests fall into the general areas of multimedia signal processing, such as image/video/3D geometry data representation, processing and analysis, semi/un-supervised data modeling, and data compression.
He received the Chinese Government Award for Outstanding Students Study Abroad from China Scholarship Council in 2015 and the Early Career Award (3/381) from the Hong Kong Research Grants Council in 2018. He is an elected member of MSA-TC and VSPC-TC, IEEE CAS, and MMSP-TC, IEEE SPS. He is currently an Associate Editor for IEEE Transactions on Image Processing, IEEE Transactions on Circuits and Systems for Video Technology, Signal Processing: Image Communication, and The Visual Computer. He also served as the Guest Editor for the IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing and as an Area Chair of ACM MM'19/20/21/22, IEEE ICME'20, VCIP'20/21, and WACV'21.