Ting Han (韩汀)👨🎓: Ph.D. student (2023) 👷♂️: School of Geospatial Engineering and Science 🏫: Sun Yat-Sen University 🌏: Zhuhai 519082, Guangdong, China 📧: ting.devin.han@gmail.com |
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Bio & Research Interests 🔥
I am currently a second year Ph.D. student in School of Geospatial Engineering and Science, Sun Yat-Sen University, and joint Ph.D. student in Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, under the supervision of Professor Yiping Chen and Associate Researcher Liqun Sun. I graduated from the School of Computer Engineering at Jimei University for my master’s degree, where my advisor was Professor Guorong Cai.
My research interests are deep learning theories, methods, and applications for 3D point cloud processing in remote sensing. 🚀🚀🚀
Publications 🔔
2025
Scene4U: Hierarchical Layered 3D Scene Reconstruction from Single Panoramic Image for Your Immerse Exploration
Zilong Huang, Jun He, Junyan Ye, Lihan Jiang, Weijia Li, Yiping Chen**, Ting Han**
Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR). 2025 (CCF-A)
Paper📄
Zilong Huang, Jun He, Junyan Ye, Lihan Jiang, Weijia Li, Yiping Chen**, Ting Han**
Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR). 2025 (CCF-A)
Paper📄
CSFNet: Cross-modal Semantic Focus Network for Sematic Segmentation of Large-Scale Point Clouds
Yang Luo, Ting Han, Yujun Liu, Jinhe Su, Yiping Chen, Jinyuan Li, Yundong Wu, Guorong Cai**
IEEE Trans. Geosci. Remote Sens. 2025 (JCR Q1, IF=7.5, CCF-B)
Paper📄
Yang Luo, Ting Han, Yujun Liu, Jinhe Su, Yiping Chen, Jinyuan Li, Yundong Wu, Guorong Cai**
IEEE Trans. Geosci. Remote Sens. 2025 (JCR Q1, IF=7.5, CCF-B)
Paper📄
Edge First: Edge-Guided Geometry for Superior 3D Roof Wireframe Reconstruction
Qiaoqiao Hao, Ting Han, Yujun Liu, Shangfeng Huang, Duxin Zhu, Jinhe Su, Yundong Wu, Guorong Cai**
IEEE Int. Conf. Acoust. Speech Signal Process. (ICASSP). 2025 (CCF-B)
Paper📄
Qiaoqiao Hao, Ting Han, Yujun Liu, Shangfeng Huang, Duxin Zhu, Jinhe Su, Yundong Wu, Guorong Cai**
IEEE Int. Conf. Acoust. Speech Signal Process. (ICASSP). 2025 (CCF-B)
Paper📄
- Progressive Camera-LiDAR Adaptation for Scene Flow Estimation, Ting Han, Yang Luo, Siyu Chen, Xiangyi Xie, Chaolei Wang, Hongchao Fan, Yiping Chen**, ISPRS Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci., 2025. (Oral)
- Large-scale Pseudo-label Supervised 3D Segmentor with Image Priors, Xiaobin Huang, Ting Han, Chenlu Lin, Yiping Chen**, Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), 2025. (Oral)
- Tree Species Classification and Carbon Storage Estimation via LiDAR and Machine Learning, Yujia He, Jin Ma, Ting Han, Yixian Cai, Xinle Cha, Baiye Feng, Xiangyi Xie, Yiping Chen**, Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), 2025. (Oral)
- Assessing the Spatial-Temporal Impact of Surface Ozone Pollution on Winter Wheat Productivity in China Based on Multi-source Remote Sensing Data, Chenxi Du, Jie Pei**, Ting Han, Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), 2025. (Oral)
2024
Depth Matters: Exploring Deep Interactions of RGB-D for Semantic Segmentation in Traffic Scenes
Siyu Chen*, Ting Han*, Changshe Zhang, Weiquan Liu, Jinhe Su, Zongyue Wang, Guorong Cai**
Arxiv 2024
Paper📄
Siyu Chen*, Ting Han*, Changshe Zhang, Weiquan Liu, Jinhe Su, Zongyue Wang, Guorong Cai**
Arxiv 2024
Paper📄
Point Cloud Semantic Segmentation with Adaptive Spatial Structure Graph Transformer
Ting Han, Yiping Chen**, Jin Ma, Xiaoxue Liu, Wuming Zhang, Xinchang Zhang, Huajuan Wang
Int. J. Appl. Earth Obs. 2024 (JCR Q1, IF=7.6)
Paper📄
Ting Han, Yiping Chen**, Jin Ma, Xiaoxue Liu, Wuming Zhang, Xinchang Zhang, Huajuan Wang
Int. J. Appl. Earth Obs. 2024 (JCR Q1, IF=7.6)
Paper📄
Chat3D: Interactive Understanding 3D Scene-Level Point Clouds by Chatting with Foundation Model for Urban Ecological Construction
Yiping Chen, Shuai Zhang**, Ting Han, Yumeng Du, Wuming Zhang, Jonathan Li
ISPRS J. Photogramm. Remote Sens. 2024 (JCR Q1, IF=12.7)
Paper📄
Yiping Chen, Shuai Zhang**, Ting Han, Yumeng Du, Wuming Zhang, Jonathan Li
ISPRS J. Photogramm. Remote Sens. 2024 (JCR Q1, IF=12.7)
Paper📄
A Survey of Point Cloud Completion
Zhiyun Zhuang, Zhiyang Zhi, Ting Han, Yiping Chen**, Jun Chen, Cheng Wang, Ming Cheng, Xinchang Zhang, Nannan Qin, Lingfei Ma
IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2024 (JCR Q1, IF=5.5)
Paper📄
Zhiyun Zhuang, Zhiyang Zhi, Ting Han, Yiping Chen**, Jun Chen, Cheng Wang, Ming Cheng, Xinchang Zhang, Nannan Qin, Lingfei Ma
IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2024 (JCR Q1, IF=5.5)
Paper📄
- Pmate: Pay More Attention to Edge Points in 3D Roof Wireframe Reconstruction, Qiaoqiao Hao, Yujun Liu, Shangfeng Huang, Ting Han, Duxin Zhu, Jinhe Su, Yundong Wu, GuoRong Cai**, Available at SSRN 4895552, 2024.
- NMC3D: Non-overlapping Multi-Camera Calibration based on Sparse 3D Map, Changshuai Dai, Ting Han, Yang Luo, Mengyi Wang, Guorong Cai, Jinhe Su, Zheng Gong, Niansheng Liu**, Sensors, 2024. (JCR Q2)
- Comparative Analysis of Advanced Feature Matching Algorithms in Challenge High Spatial Resolution Optical Stereo Scenarios, Qiyan Luo, Jidan Zhang, Yuzhen Xie, Xu Huang**, Ting Han, Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), 2024. (Oral)
- Incorporating Building Information into Road Extraction from Remote Sensing Images, Xiangyi Xie, Ting Han, Yumeng Du, Yiping Chen**, Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), 2024. (Oral)
- Road Image Free Space Detection via Learnable Deep Position Encoding, Ting Han, Siyu Chen, Jin Ma, Guorong Cai, Wuming Zhang, Yiping Chen**, Geomatics and Information Science of Wuhan University, 2024.
2023
- Semantic Segmentation of City Road Elements from Point Cloud based on Semi-supervised Graph Convolution, Yiping Chen, Ting Han, Jun Chen, Hongchao Fan**, Northern Lights Deep Learning Conference Abstracts 2024, 2023.
- HEAT: Incorporating Hierarchical Enhanced Attention Transformation into Urban Road Detection, Ting Han, Chuanmu Li, Siyu Chen, Zongyue Wang, Jinhe Su, Yundong Wu, Guorong Cai**, IET Intell. Transp. Syst., 2023. (JCR Q2, CCF-C)
2022
- CAT: Using Cross Attention Transformation to Build Correlation of RGB-D for Road Detection, Ting Han, Guorong Cai, Xinying Wang, Siyu Chen, Hefeng Chen, Yanhao Lin, Huan Xu, Chuanmu Li**, 2022 8th International Conference on Big Data Computing and Communications, 2022. (Oral)
Honours 🎁
- First Prize in the 3D LiDAR Point Cloud Data Processing Competition at the 8th National LiDAR Conference, 2024.
- Best Paper Award at the 2nd Global Forum on Space Information for Sustainable Development, 2024.
- Second Prize of Geographic Information Technology Progress Award, 2024.
- Honourable Mention at the 1st Workshop on Urban Scene Modeling: Where Vision Meets Photogrammetry and Graphics in Conjunction CVPR Workshop 2024 - Building3D Competition.
- Best Paper Award at the 1st Global Forum on Space Information for Sustainable Development, 2023.
- Excellent Paper Award at the 7th National Conference on LiDAR, 2023.
- Bronze Award at Application Track in Huawei Ascend AI Innovation Competition, Fujian, 2023.
Services 📝
- Reviewer of IEEE Transactions on Cybernetics.
- Reviewer of IEEE IEEE Transactions on Intelligent Transportation Systems.
- Reviewer of IEEE Transactions on Geoscience and Remote Sensing.
- Reviewer of International Journal of Applied Earth Observation and Geoinformation.
- Reviewer of IEEE Internet of Things Journal.
- Reviewer of IEEE Geoscience and Remote Sensing Letters.
- Reviewer of The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
- Reviewer of IEEE International Conference on Robotics and Automation (ICRA).
- Reviewer of IEEE International Conference on Multimedia &Expo (ICME).
- Reviewer of International Conference on Intelligent Robots and Systemso (IROS).
- Reviewer of IET Image Processing.
- Reviewer of IET Intelligent Transport Systems.
- Reviewer of Electronics Letters.