Songpengcheng. Xia
所属机构. 博士生@上海交通大学.
我是夏宋鹏程,目前在就读于上海交通大学攻读信息与通信工程博士学位,曾获博士国家奖学金。我研究方向是面向可穿戴传感的混合现实运动识别与重构研究,科研主要聚焦在基于稀疏可穿戴传感进行人体运动捕捉、识别、分割与分析的研究并应用在运动健康领域。我的博士生导师是裴凌教授,同时与储磊博士密切合作。我本科毕业于武汉大学,获得了导航工程学士学位并辅修金融学双学位,曾获得本科国家奖学金、优秀毕业生、武汉大学Top%1奖励。
目前,我的研究主要聚焦在三个方向:基于稀疏观测的动作捕捉(利用IMUs/VR/Radar等接触/非接触传感)、连续活动分割与识别(虚拟数据生成增强/弱监督)、面向运动健康应用的人体运动分析(疾病诊断/运动应用)。如果您对这些领域有兴趣或在相关领域有专业知识,我很愿意与您交流。请随时通过邮箱songpengchengxia@sjtu.edu.cn联系我。期待可能的合作机会。
news
19 Mar 2024 | Our work has been accepted by IEEE Transactions on Mobile Computing (TMC). ! |
---|---|
27 Feb 2024 | Our work has been accepted by the CVPR 2024 (Co-First Author). ! |
14 Dec 2023 | 我们的工作被TIE(Transactions on Industrial Electronics)接收. ! |
14 Jul 2023 | 我们的工作被ICCV(International Conference on Computer Vision)接收. ! |
01 Oct 2022 | I honored the PhD. National Scholarship (2022). ! |
selected publications
- Timestamp-supervised Wearable-based Activity Segmentation and Recognition with Contrastive Learning and Order-Preserving Optimal TransportIEEE Transactions on Mobile Computing (TMC), 2024
- Dynamic Inertial Poser (DynaIP): Part-Based Motion Dynamics Learning for Enhanced Human Pose Estimation with Sparse Inertial SensorsIEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024
- MMBaT: A Multi-task Framework for mmWave-based Human Body Reconstruction and Translation Prediction2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
- Nerf-loam: Neural implicit representation for large-scale incremental lidar odometry and mappingIn iccv , 2023
- A Boundary Consistency-Aware Multitask Learning Framework for Joint Activity Segmentation and Recognition With Wearable SensorsIEEE Transactions on Industrial Informatics (TII), 2022
- Learning Disentangled Representation for Mixed-Reality Human Activity Recognition with a Single IMU SensorIEEE Transactions on Instrumentation and Measurement (TIM), 2021
- MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning ModelIEEE Internet of Things Journal, 2021