2025
Individual Tree Segmentation via Contrastive Learning and Semantic Priors in Point Clouds
Jin Ma#, Ting Han#, Yiping Chen*, Wuming Zhang*.
Urban Forestry & Urban Greening, 2025.(JCR Q1, IF=6.7)
Towards A New Era of Geo-Foundation Models: Expert-Guided Multimodal Alignment and Geospatial Context Awareness
Ting Han, Huan Chen, Chaolei Wang, Yilan Ren, Meiliu Wu*.
Proc. ACM SIGSPATIAL Conf. on Adv. in Geograph. Inf. Syst. (SIGSPATIAL), 2025.
PASeg: Positional-Guided Segmenter with Multimodal Semantic Alignment for Enhancing Urban Scene 3D Semantic Segmentation
Yang Luo, Ting Han, Xiaorong Zhang, Yujun Liu, Duxin Zhu, Jinyuan Li, Yiping Chen,Yundong Wu, Guorong Cai, Yingchao Piao*, Jinhe Su*.
Int. J. Digit. Earth, 2025.(JCR Q1, IF=4.9)
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation
Siyu Chen, Ting Han*, Changshe Zhang, Xin Luo, Meiliu Wu, Guorong Cai, Jinhe Su*.
Proc. IEEE Int. Conf. Comput. Vis. (ICCV), 2025.(CCF-A)
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*
Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. (IROS), 2025.(CAA-A, Oral)
Vireo: Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation
Siyu Chen, Ting Han*, Chengzheng Fu, Changshe Zhang, Chaolei Wang, Jinhe Su, Guorong Cai, Meiliu Wu*.
Arxiv, 2025.
CityInsight: Incorporating Dual-Condition based Diffusion Model into Building Footprint Segmentation from Remote Sensing Imagery
Ting Han, Jin Ma, Chaolei Wang, Yang Luo, Hongchao Fan, José Marcato Junior, Xinchang Zhang, Yiping Chen*.
IEEE Trans. Geosci. Remote Sens., 2025. (JCR Q1, IF=7.5, CCF-B)
A 3D Perspective for Understanding the Mechanisms of Urban Heat Island and Urban Morphology using Multi-modal Geospatial Data and Interpretable Machine Learning
Ting Han#, Chenxi Du#, Yijia Xie, Xinyan Xian, Xinchang Zhang, Bisheng Yang, Yiping Chen*.
Building and Environment, 2025. (JCR Q1, IF=7.1)
Hyperbolic Multi-Criteria Rating Recommendation
Zhihao Guo, Ting Han, Peng Song, Chenjiao Feng, Kaixuan Yao, Jiye Liang*
Proc. ACM SIGIR Conf. Res. Dev. Inf. Retr. (SIGIR), 2025. (CCF-A)
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)
CSFNet: Cross-modal Semantic Focus Network for Semantic 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)
HSPFormer: Hierarchical Spatial Perception Transformer for Semantic Segmentation
Siyu Chen#, Ting Han#, Changshe Zhang, Jinhe Su, Ruisheng Wang, Yiping Chen, Zongyue Wang, Guorong Cai*
IEEE Trans. Intell. Transp. Syst., 2025. (JCR Q1, IF=8.5, CCF-B)
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)
VoxelFlow: 2D Semantic Mask-Guided Voxel Flow for Open-Vocabulary 3D Instance Segmentation
Chaolei Wang, Huan Chen, Jin Ma, Ting Han*, Yiping Chen*
International Conference on Cyberworlds, 2025. (Oral)
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
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)
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)
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)
Epurate-Net: Efficient Progressive Uncertainty Refinement Analysis for Traffic Environment Urban Road Detection
Ting Han, Siyu Chen, Chuanmu Li, Zongyue Wang, Jinhe Su, Min Huang, Guorong Cai*
IEEE Trans. Intell. Transp. Syst., 2024. (JCR Q1, IF=8.5, CCF-B)
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. (Oral)
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, 2023.
HEAT: Incorporating Hierarchical Enhanced Attention Transformation into Urban Road Detections
Ting Han, Chuanmu Li, Siyu Chen, Zongyue Wang, Jinhe Su, Yundong Wu, Guorong Cai*
IET Intell. Transp. Syst., 2023. (JCR Q2, CCF C)
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*
8th International Conference on Big Data Computing and Communications, 2022. (Oral)