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Towards Effective Transportation Mode-Aware Trajectory Recovery: Heterogeneity, Personalization and Efficiency 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 4, 页码: 2832-2846
作者:  Wang, Chenxing;  Zhao, Fang;  Luo, Haiyong;  Fang, Yuchen;  Zhang, Haichao;  Xiong, Haoyu
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
Trajectory  Roads  Transportation  Global Positioning System  Feature extraction  Mobile computing  Data mining  Uncertainty  Public transportation  Social networking (online)  Location-based social networks  spatio-temporal data mining  transportation mode-aware trajectory recovery  
FEMASF: An SVD-Based Algorithm for Accurately Estimating the Mounting Angle and Scale Factor 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 卷号: 26, 期号: 4, 页码: 4504-4516
作者:  Ning, Bokun;  Luo, Haiyong;  Bao, Linfeng;  Zhao, Fang;  Wu, Fan
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Estimation  Accuracy  Parameter estimation  Convergence  Odometers  Heuristic algorithms  Navigation  Global navigation satellite system  Kalman filters  Closed-form solutions  GNSS/INS positioning  ODO/NHC  IMU mounting angle  odometer scale factor  singular value decomposition(SVD)  Sage-Husa  
Cross-Transportation-Mode Knowledge Transfer for Trajectory Recovery With Meta Learning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 页码: 16
作者:  Wang, Chenxing;  Zhao, Fang;  Luo, Haiyong;  Sun, Poly Z. H.;  Fang, Yuchen
收藏  |  浏览/下载：13/0  |  提交时间：2025/06/25
Trajectory  Transportation  Roads  Metalearning  Legged locomotion  Knowledge transfer  Transformers  Global Positioning System  Video recording  Predictive models  Transportation mode-aware trajectory recovery  spatial-temporal data mining  knowledge transfer  
eLabrador: A Wearable Navigation System for Visually Impaired Individuals 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2025, 卷号: 22, 页码: 12228-12244
作者:  Kan, Meina;  Zhang, Lixuan;  Liang, Hao;  Zhang, Boyuan;  Fang, Minxue;  Liu, Dongyang;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Navigation  Robots  Legged locomotion  Cameras  Robot vision systems  Semantics  Automation  Global Positioning System  Urban areas  Roads  Wearable navigation system  navigation for visually impaired  outdoor navigation  eLabrador  
Global perspectives on sand dune patterns: Scale-adaptable classification using Landsat imagery and deep learning strategies 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2024, 卷号: 218, 页码: 781-801
作者:  Zheng, Zhijia;  Zhang, Xiuyuan;  Li, Jiajun;  Ali, Eslam;  Yu, Jinsongdi;  Du, Shihong
收藏  |  浏览/下载：24/0  |  提交时间：2024/12/06
Sand dune pattern  Landform mapping  Global  Multiscale  Deep learning  
Knowledge Distillation for Travel Time Estimation 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 12
作者:  Zhang, Haichao;  Zhao, Fang;  Wang, Chenxing;  Luo, Haiyong;  Xiong, Haoyu;  Fang, Yuchen
收藏  |  浏览/下载：31/0  |  提交时间：2024/05/20
Computational modeling  Trajectory  Roads  Global Positioning System  Predictive models  Estimation  Context modeling  Spatial-travel time estimation  temporal data mining  knowledge distillation  deep learning  
Exploiting global contextual information for document-level named entity recognition 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 284, 页码: 10
作者:  Yu, Yiting;  Wang, Zanbo;  Wei, Wei;  Zhang, Ruihan;  Mao, Xian-Ling;  Feng, Shanshan;  Wang, Fei;  He, Zhiyong;  Jiang, Sheng
收藏  |  浏览/下载：32/0  |  提交时间：2024/05/20
Named entity recognition  Global contextual information  Graph neural network  Epistemic uncertainty  
A Lightweight Hybrid Model with Location-Preserving ViT for Efficient Food Recognition 期刊论文
NUTRIENTS, 2024, 卷号: 16, 期号: 2, 页码: 16
作者:  Sheng, Guorui;  Min, Weiqing;  Zhu, Xiangyi;  Xu, Liang;  Sun, Qingshuo;  Yang, Yancun;  Wang, Lili;  Jiang, Shuqiang
收藏  |  浏览/下载：29/0  |  提交时间：2024/05/20
food recognition  lightweight  global feature  ViT  nutrition management  
Res-EMSA: Adaptive Adjustment of Innovation Based on Efficient Multihead Self-Attention in GNSS/INS Tightly Integrated Navigation System 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
作者:  Xu, Hongfu;  Luo, Haiyong;  Wu, Zijian;  Zhao, Fang
收藏  |  浏览/下载：30/0  |  提交时间：2024/05/20
Technological innovation  Global navigation satellite system  Navigation  Feature extraction  Adaptation models  Measurement uncertainty  Kalman filters  Deep learning  extended Kalman filter (EKF)  innovation matrix  integrated navigation  
Optimizing GNSS/INS Integrated Navigation: A Deep Learning Approach for Error Compensation 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2024, 卷号: 31, 页码: 3104-3108
作者:  Wu, Fan;  Luo, Haiyong;  Zhao, Fang;  Wei, Liangrui;  Zhou, Bo
收藏  |  浏览/下载：9/0  |  提交时间：2025/06/25
Global navigation satellite systems  inertial navigation system  probSparse self-attention  probSparse self-attention  urban canyon  urban canyon  urban canyon