Lin Liu

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 46

Top Topics

Negative Matrix Factorization

Top Venues

ISPRS Int. J. Geo Inf.

Comput. Environ. Urban Syst.

IEEE Trans. Geosci. Remote. Sens.

Publications

Lin Liu, Chenchen Li, Luzi Xiao, Guangwen Song
Explaining Theft Using Offenders' Activity Space Inferred from Residents' Mobile Phone Data. ISPRS Int. J. Geo Inf. 13 (1) (2023)
Chunxia Zhang, Lin Liu, Suhong Zhou, Jiaxin Feng, Jianguo Chen, Luzi Xiao
Contact-Fraud Victimization among Urban Seniors: An Analysis of Multilevel Influencing Factors. ISPRS Int. J. Geo Inf. 11 (3) (2022)
Zhi He, Jun Li, Lin Liu, Dan He, Man Xiao
Multiframe Video Satellite Image Super-Resolution via Attention-Based Residual Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Han Yue, Huafang Xie, Lin Liu, Jianguo Chen
Detecting People on the Street and the Streetscape Physical Environment from Baidu Street View Images and Their Effects on Community-Level Street Crime in a Chinese City. ISPRS Int. J. Geo Inf. 11 (3) (2022)
Xu Zhang, Lin Liu, Minxuan Lan, Guangwen Song, Luzi Xiao, Jianguo Chen
Interpretable machine learning models for crime prediction. Comput. Environ. Urban Syst. 94 (2022)
Luzi Xiao, Stijn Ruiter, Lin Liu, Guangwen Song, Suhong Zhou
Burglars blocked by barriers? The impact of physical and social barriers on residential burglars' target location choices in China. Comput. Environ. Urban Syst. 86 (2021)
Chong Xu, Xi Chen, Lin Liu, Minxuan Lan, Debao Chen
Assessing Impacts of New Subway Stations on Urban Thefts in the Surrounding Areas. ISPRS Int. J. Geo Inf. 10 (10) (2021)
Yanan Du, Haiqiang Fu, Lin Liu, Guangcai Feng, Xing Peng, Debao Wen
Orbit error removal in InSAR/MTInSAR with a patch-based polynomial model. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
Dongping Long, Lin Liu
Do Migrant and Native Robbers Target Different Places? ISPRS Int. J. Geo Inf. 10 (11) (2021)
Hanlin Zhou, Lin Liu, Minxuan Lan, Weili Zhu, Guangwen Song, Fengrui Jing, Yanran Zhong, Zihan Su, Xin Gu
Using Google Street View imagery to capture micro built environment characteristics in drug places, compared with street robbery. Comput. Environ. Urban Syst. 88 (2021)
Jingjing Cao, Kai Liu, Li Zhuo, Lin Liu, Yuanhui Zhu, Liheng Peng
Combining UAV-based hyperspectral and LiDAR data for mangrove species classification using the rotation forest algorithm. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
Yanan Du, Haiqiang Fu, Lin Liu, Guangcai Feng, Debao Wen, Xing Peng, Huaxiang Ding
Continued Monitoring and Modeling of Xingfeng Solid Waste Landfill Settlement, China, Based on Multiplatform SAR Images. Remote. Sens. 13 (16) (2021)
Chao Jiang, Lin Liu, Xiaoxing Qin, Suhong Zhou, Kai Liu
Discovering Spatial-Temporal Indication of Crime Association (STICA). ISPRS Int. J. Geo Inf. 10 (2) (2021)
Bo Yang, Lin Liu, Minxuan Lan, Zengli Wang, Hanlin Zhou, Hongjie Yu
A spatio-temporal method for crime prediction using historical crime data and transitional zones identified from nightlight imagery. Int. J. Geogr. Inf. Sci. 34 (9) (2020)
Yanan Du, Guangcai Feng, Lin Liu, Haiqiang Fu, Xing Peng, Debao Wen
Understanding Land Subsidence Along the Coastal Areas of Guangdong, China, by Analyzing Multi-Track MTInSAR Data. Remote. Sens. 12 (2) (2020)
Jianguo Chen, Lin Liu, Luzi Xiao, Chong Xu, Dongping Long
Integrative Analysis of Spatial Heterogeneity and Overdispersion of Crime with a Geographically Weighted Negative Binomial Model. ISPRS Int. J. Geo Inf. 9 (1) (2020)
Yuanhui Zhu, Kai Liu, Soe W. Myint, Zhenyu Du, Yubin Li, Jingjing Cao, Lin Liu, Zhifeng Wu
Integration of GF2 Optical, GF3 SAR, and UAV Data for Estimating Aboveground Biomass of China's Largest Artificially Planted Mangroves. Remote. Sens. 12 (12) (2020)
Hongjie Yu, Lin Liu, Bo Yang, Minxuan Lan
Crime Prediction with Historical Crime and Movement Data of Potential Offenders Using a Spatio-Temporal Cokriging Method. ISPRS Int. J. Geo Inf. 9 (12) (2020)
Jianguo Chen, Lin Liu, Huiting Liu, Dongping Long, Chong Xu, Hanlin Zhou
The Spatial Heterogeneity of Factors of Drug Dealing: A Case Study from ZG, China. ISPRS Int. J. Geo Inf. 9 (4) (2020)
Lin Liu, Minxuan Lan, John E. Eck, Emily Lei Kang
Assessing the effects of bus stop relocation on street robbery. Comput. Environ. Urban Syst. 80 (2020)
Yuanhui Zhu, Kai Liu, Lin Liu, Soe W. Myint, Shugong Wang, Jingjing Cao, Zhifeng Wu
Estimating and Mapping Mangrove Biomass Dynamic Change Using WorldView-2 Images and Digital Surface Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Jiaxin Feng, Lin Liu, Dongping Long, Weiwei Liao
An Examination of Spatial Differences between Migrant and Native Offenders in Committing Violent Crimes in a Large Chinese City. ISPRS Int. J. Geo Inf. 8 (3) (2019)
Yanjun Wang, Qi Chen, Lin Liu, Kai Li
A Hierarchical unsupervised method for power line classification from airborne LiDAR data. Int. J. Digit. Earth 12 (12) (2019)
Zengli Wang, Lin Liu, Hanlin Zhou, Minxuan Lan
Crime Geographical Displacement: Testing Its Potential Contribution to Crime Prediction. ISPRS Int. J. Geo Inf. 8 (9) (2019)
Zengli Wang, Lin Liu, Hanlin Zhou, Minxuan Lan
How Is the Confidentiality of Crime Locations Affected by Parameters in Kernel Density Estimation? ISPRS Int. J. Geo Inf. 8 (12) (2019)
Hanlin Zhou, Lin Liu, Minxuan Lan, Bo Yang, Zengli Wang
Assessing the Impact of Nightlight Gradients on Street Robbery and Burglary in Cincinnati of Ohio State, USA. Remote. Sens. 11 (17) (2019)
Yanjun Wang, Qi Chen, Qing Zhu, Lin Liu, Chaokui Li, Dunyong Zheng
A Survey of Mobile Laser Scanning Applications and Key Techniques over Urban Areas. Remote. Sens. 11 (13) (2019)
Luzi Xiao, Lin Liu, Guangwen Song, Stijn Ruiter, Suhong Zhou
Journey-to-Crime Distances of Residential Burglars in China Disentangled: Origin and Destination Effects. ISPRS Int. J. Geo Inf. 7 (8) (2018)
Zhi He, Lin Liu
Hyperspectral Image Super-Resolution Inspired by Deep Laplacian Pyramid Network. Remote. Sens. 10 (12) (2018)
Zhi He, Jun Li, Kai Liu, Lin Liu, Haiyan Tao
Kernel Low-Rank Multitask Learning in Variational Mode Decomposition Domain for Multi-/Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 56 (7) (2018)
Yanjun Wang, Qi Chen, Lin Liu, Xiong Li, Arun Kumar Sangaiah, Kai Li
Systematic Comparison of Power Line Classification Methods from ALS and MLS Point Cloud Data. Remote. Sens. 10 (8) (2018)
Jingjing Cao, Kai Liu, Lin Liu, Yuanhui Zhu, Jun Li, Zhi He
Identifying Mangrove Species Using Field Close-Range Snapshot Hyperspectral Imaging and Machine-Learning Techniques. Remote. Sens. 10 (12) (2018)
Jingjing Cao, Wanchun Leng, Kai Liu, Lin Liu, Zhi He, Yuanhui Zhu
Object-Based Mangrove Species Classification Using Unmanned Aerial Vehicle Hyperspectral Images and Digital Surface Models. Remote. Sens. 10 (1) (2018)
Yuanhui Zhu, Kai Liu, Lin Liu, Soe W. Myint, Shugong Wang, Hongxing Liu, Zhi He
Exploring the Potential of WorldView-2 Red-Edge Band-Based Vegetation Indices for Estimation of Mangrove Leaf Area Index with Machine Learning Algorithms. Remote. Sens. 9 (10) (2017)
Yanjun Wang, Qi Chen, Lin Liu, Dunyong Zheng, Chaokui Li, Kai Li
Supervised Classification of Power Lines from Airborne LiDAR Data in Urban Areas. Remote. Sens. 9 (8) (2017)
Zhi He, Jun Li, Lin Liu, Yi Shen
Three-dimensional empirical mode decomposition (TEMD): A fast approach motivated by separable filters. Signal Process. 131 (2017)
Jianguo Chen, Lin Liu, Suhong Zhou, Luzi Xiao, Chao Jiang
Spatial Variation Relationship between Floating Population and Residential Burglary: A Case Study from ZG, China. ISPRS Int. J. Geo Inf. 6 (8) (2017)
Zhi He, Jun Li, Lin Liu
Hyperspectral classification based on kernel low-rank multitask learning. IGARSS (2017)
Jianguo Chen, Lin Liu, Suhong Zhou, Luzi Xiao, Guangwen Song, Fang Ren
Modeling Spatial Effect in Residential Burglary: A Case Study from ZG City, China. ISPRS Int. J. Geo Inf. 6 (5) (2017)
Zhi He, Lin Liu, Suhong Zhou, Yi Shen
Learning group-based sparse and low-rank representation for hyperspectral image classification. Pattern Recognit. 60 (2016)
Shaoquan Zhang, Jun Li, Kai Liu, Chengzhi Deng, Lin Liu, Antonio J. Plaza
Hyperspectral Unmixing Based on Local Collaborative Sparse Regression. IEEE Geosci. Remote. Sens. Lett. 13 (5) (2016)
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza, Lin Liu
Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 54 (10) (2016)
Zhi He, Wei Zhou, Jun Li, Lin Liu
Multi-way projections-based reconstruction for hyperspectral image denoising. IGARSS (2016)
Zhi He, Lin Liu, Ruru Deng, Yi Shen
Low-rank group inspired dictionary learning for hyperspectral image classification. Signal Process. 120 (2016)
Zhi He, Jun Li, Lin Liu, Kai Liu, Li Zhuo
Fast Three-Dimensional Empirical Mode Decomposition of Hyperspectral Images for Class-Oriented Multitask Learning. IEEE Trans. Geosci. Remote. Sens. 54 (11) (2016)
Zhi He, Jun Li, Lin Liu
Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification. Remote. Sens. 8 (8) (2016)
Yuanhui Zhu, Kai Liu, Lin Liu, Shugong Wang, Hongxing Liu
Retrieval of Mangrove Aboveground Biomass at the Individual Species Level with WorldView-2 Images. Remote. Sens. 7 (9) (2015)
Zhi He, Lin Liu, Yuanhui Zhu, Suhong Zhou
Anisotropically foveated nonlocal weights for joint sparse representation-based hyperspectral classification. WHISPERS (2015)
Jun Li, José M. Bioucas-Dias, Antonio Plaza, Lin Liu
Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF). WHISPERS (2015)
Bin Li, Qiming Zhou, Yuemin Ding, Lin Liu, Hanming Tu, Qin Tang
Expert Evaluation as Means of Promoting GIS Software Development. Ann. GIS 9 (1-2) (2003)