Kai Liu

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 12

Top Topics

Multitask Learning

Digital Surface

Sparse Regression

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

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)
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)
Zhi He, Qian Shi, Kai Liu, Jingjing Cao, Wen Zhan, Beifen Cao
Object-Oriented Mangrove Species Classification Using Hyperspectral Data and 3-D Siamese Residual Network. IEEE Geosci. Remote. Sens. Lett. 17 (12) (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)
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)
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)
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)
Yuhan Huang, Li Zhuo, Haiyan Tao, Qingli Shi, Kai Liu
A Novel Building Type Classification Scheme Based on Integrated LiDAR and High-Resolution Images. Remote. Sens. 9 (7) (2017)
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)
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)
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)
Yuyao Ye, Hongou Zhang, Kai Liu, Qitao Wu
Research on the influence of site factors on the expansion of construction land in the Pearl River Delta, China: By using GIS and remote sensing. Int. J. Appl. Earth Obs. Geoinformation 21 (2013)
Kai Liu, Shugong Wang, Xuena Wang
Mangrove forests change analysis in the western coastal of Guangdong Province, China using remote sensing and GIS (1988-2008). Geoinformatics (2010)