Xiaoping Liu - RankMe

86 papers C 2Journal 83Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Combining Filling and Fusion Strategies for Generating Synthetic Daily Landsat Time Series Image on Google Earth Engine. IEEE Trans. Geosci. Remote. Sens. Jiali Li, Xiaoping Liu, Yunfei Li, Mengwei Liu
2025	J	`jnl`	Geographic Prior Guided Subpixel Mapping for Fine-Grained Urban Tree Cover Reconstruction. IEEE Geosci. Remote. Sens. Lett. Jingqian Xue, Ziheng Zhang, Yan Zhou, Lina Yuan, Da He, Xiaoping Liu
2025	J	`jnl`	PSODNet: Pretrained Scene-Aware Object Detection for Optical Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Haoran Liu, Da He, Yikai Zhao, Qian Shi, Xiaoping Liu
2025	J	`jnl`	PVD: A Detection Framework for Parking Vehicles on Highways From Oblique UAV Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Junchi Bin, Jiahao Guo, Guiying Liu, Zhenhua Jiang, Mengwei Liu, Changan Yuan, Xiaoping Liu
2024	J	`jnl`	A Simple and Reliable Method for Estimating Building-Scale Height Based on Multisource Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yangzi Che, Xuecao Li, Qian Shi, Xiaoping Liu
2024	J	`jnl`	A maps-to-maps approach for simulating urban land expansion based on convolutional long short-term memory neural networks. Int. J. Geogr. Inf. Sci. Zihao Zhou, Yimin Chen, Xiaoping Liu, Xinchang Zhang, Honghui Zhang
2024	J	`jnl`	CEDAnet: Individual Tree Segmentation in Dense Orchard via Context Enhancement and Density Prior. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Fangjie Zhu, Zhenhao Chen, Haoyang Li, Qian Shi, Xiaoping Liu
2024	J	`jnl`	Forest fragmentation trends and modes in China: Implications for conservation and restoration. Int. J. Appl. Earth Obs. Geoinformation Yaotong Cai, Peng Zhu, Xiaoping Liu, Yan Zhou
2024	J	`jnl`	Integrating bi-temporal VHR optical and long-term SAR images for built-up area change detection. Int. J. Digit. Earth Haoyang Li, Qingyi Jiang, Lingwen Liu, Qian Shi, Xiaoping Liu
2024	C	`conf`	Mapping China's Annual Tree Cover: A Holistic and Efficient Framework Integrating Satellite Imagery and Advanced Modeling. IGARSS Yaotong Cai, Xiaoping Liu
2024	J	`jnl`	Multiscale Fusion CNN-Transformer Network for High-Resolution Remote Sensing Image Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ming Jiang, Yimin Chen, Zhe Dong, Xiaoping Liu, Xinchang Zhang, Honghui Zhang
2024	J	`jnl`	Urban Trees Expansion and Exposure Improvement in China: Insights From Satellite Observations (1985-2023). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Tao Liu, Xiaoping Liu, Yaotong Cai
2023	J	`jnl`	A novel approach towards continuous monitoring of forest change dynamics in fragmented landscapes using time series Landsat imagery. Int. J. Appl. Earth Obs. Geoinformation Yaotong Cai, Qian Shi, Xiaocong Xu, Xiaoping Liu
2023	J	`jnl`	An Adaptive Stacking Regressor With a Self-Iterative Optimization Module for Improving Fractional Woody Cover Mapping. IEEE Geosci. Remote. Sens. Lett. Yaotong Cai, Yutian Zhang, Liyu Ma, Kaijian Luo, Xiaoping Liu, Bingjie Li, Haoming Zhuang
2022	J	`jnl`	A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. Qian Shi, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang
2022	J	`jnl`	Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network. Int. J. Appl. Earth Obs. Geoinformation Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Liangpei Zhang
2022	J	`jnl`	Global Snow Depth Retrieval From Passive Microwave Brightness Temperature With Machine Learning Approach. IEEE Trans. Geosci. Remote. Sens. Xiaocong Xu, Xiaoping Liu, Xia Li, Qian Shi, Yimin Chen, Bin Ai
2022	J	`jnl`	Integrating a deep forest algorithm with vector-based cellular automata for urban land change simulation. Trans. GIS Haoming Zhuang, Xiaoping Liu, Yuchao Yan, Dachuan Zhang, Jialyu He, Jinqiang He, Xinchang Zhang, Honghui Zhang, Manchun Li
2022	J	`jnl`	Simulating multiple urban land use changes by integrating transportation accessibility and a vector-based cellular automata: a case study on city of Toronto. Geo spatial Inf. Sci. Xiaocong Xu, Dachuan Zhang, Xiaoping Liu, Jinpei Ou, Xinxin Wu
2022	J	`jnl`	Spectral-Spatial Fusion Sub-Pixel Mapping Based on Deep Neural Network. IEEE Geosci. Remote. Sens. Lett. Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Xiaoding Liu
2022	J	`jnl`	Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions. IEEE Trans. Geosci. Remote. Sens. Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
2022	J	`jnl`	Tensor-CA: A high-performance cellular automata model for land use simulation based on vectorization and GPU. Trans. GIS Haoming Zhuang, Xiaoping Liu, Xun Liang, Yuchao Yan, Jinqiang He, Yiling Cai, Changjiang Wu, Xinchang Zhang, Honghui Zhang
2021	J	`jnl`	Deep Subpixel Mapping Based on Semantic Information Modulated Network for Urban Land Use Mapping. IEEE Trans. Geosci. Remote. Sens. Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Xinchang Zhang
2021	J	`jnl`	Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images. CoRR Qian Shi, Xiaolei Qin, Lingyu Sun, Zitao Shen, Xiaoping Liu, Xiaocong Xu, Jiaxin Tian, Rong Liu, Andrea Marinoni
2021	J	`jnl`	Mapping Multi-Temporal Population Distribution in China from 1985 to 2010 Using Landsat Images via Deep Learning. Remote. Sens. Haoming Zhuang, Xiaoping Liu, Yuchao Yan, Jinpei Ou, Jialyu He, Changjiang Wu
2021	C	`conf`	Rethinking the High Frequency Components in Deep Sub-Pixel Mapping Network. IGARSS Da He, Yanfei Zhong, Qian Shi, Xiaoping Liu
2021	J	`jnl`	Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions. CoRR Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
2020	J	`jnl`	Coupling fuzzy clustering and cellular automata based on local maxima of development potential to model urban emergence and expansion in economic development zones. Int. J. Geogr. Inf. Sci. Xun Liang, Xiaoping Liu, Guangliang Chen, Jiye Leng, Youyue Wen, Guangzhao Chen
2020	J	`jnl`	Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images. IEEE Geosci. Remote. Sens. Lett. Qian Shi, Mengxi Liu, Xiaoping Liu, Penghua Liu, Pengyuan Zhang, Jinxing Yang, Xia Li
2019	J	`jnl`	Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network. Remote. Sens. Penghua Liu, Xiaoping Liu, Mengxi Liu, Qian Shi, Jinxing Yang, Xiaocong Xu, Yuanying Zhang
2019	J	`jnl`	Evaluation of Luojia 1-01 nighttime light imagery for impervious surface detection: A comparison with NPP-VIIRS nighttime light data. Int. J. Appl. Earth Obs. Geoinformation Jinpei Ou, Xiaoping Liu, Penghua Liu, Xiaojuan Liu
2019	J	`jnl`	Geospatial Big Data: New Paradigm of Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xingdong Deng, Penghua Liu, Xiaoping Liu, Ruoyu Wang, Yuanying Zhang, Jialv He, Yao Yao
2019	J	`jnl`	Regularised transfer learning for hyperspectral image classification. IET Comput. Vis. Qian Shi, Yipeng Zhang, Xiaoping Liu, Kefei Zhao
2019	J	`jnl`	Simulating urban growth boundaries using a patch-based cellular automaton with economic and ecological constraints. Int. J. Geogr. Inf. Sci. Yimin Chen, Xia Li, Xiaoping Liu, Hu Huang, Shifa Ma
2019	J	`jnl`	The scale effects of the spatial autocorrelation measurement: aggregation level and spatial resolution. Int. J. Geogr. Inf. Sci. Boen Zhang, Gang Xu, Limin Jiao, Jiafeng Liu, Ting Dong, Zehui Li, Xiaoping Liu, Yaolin Liu
2018	J	`jnl`	An Active Relearning Framework for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Qian Shi, Xiaoping Liu, Xin Huang
2018	J	`jnl`	An Ensemble of Classifiers Based on Positive and Unlabeled Data in One-Class Remote Sensing Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ran Liu, Wenkai Li, Xiaoping Liu, Xingcheng Lu, Tianhong Li, Qinghua Guo
2018	J	`jnl`	Assimilating multi-source remotely sensed data into a light use efficiency model for net primary productivity estimation. Int. J. Appl. Earth Obs. Geoinformation Yuchao Yan, Xiaoping Liu, Jinpei Ou, Xia Li, Youyue Wen
2018	J	`jnl`	Characterizing mixed-use buildings based on multi-source big data. Int. J. Geogr. Inf. Sci. Xiaoping Liu, Ning Niu, Xingjian Liu, He Jin, Jinpei Ou, Limin Jiao, Yaolin Liu
2018	J	`jnl`	Comparing the Effects of Temporal Features Derived From Synthetic Time-Series NDVI on Fine Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yinghuai Huang, Xiaoping Liu, Xia Li, Yuchao Yan, Jinpei Ou
2018	J	`jnl`	Mapping the spatial disparities in urban health care services using taxi trajectories data. Trans. GIS Yimin Chen, Beibei Wang, Xiaoping Liu, Xia Li
2018	J	`jnl`	Proximity Expansion Index: An improved approach to characterize evolution process of urban expansion. Comput. Environ. Urban Syst. Limin Jiao, Jiafeng Liu, Gang Xu, Ting Dong, Yanyan Gu, Boen Zhang, Yaolin Liu, Xiaoping Liu
2018	J	`jnl`	Road Detection From Remote Sensing Images by Generative Adversarial Networks. IEEE Access Qian Shi, Xiaoping Liu, Xia Li
2018	J	`jnl`	Simulating urban dynamics in China using a gradient cellular automata model based on S-shaped curve evolution characteristics. Int. J. Geogr. Inf. Sci. Xiaoping Liu, Guohua Hu, Bin Ai, Xia Li, Guangjin Tian, Yimin Chen, Shaoying Li
2018	J	`jnl`	Urban growth simulation by incorporating planning policies into a CA-based future land-use simulation model. Int. J. Geogr. Inf. Sci. Xun Liang, Xiaoping Liu, Dan Li, Hui Zhao, Guangzhao Chen
2017	J	`jnl`	A CA-based land system change model: LANDSCAPE. Int. J. Geogr. Inf. Sci. Xinli Ke, Weiwei Zheng, Ting Zhou, Xiaoping Liu
2017	J	`jnl`	Analyzing Parcel-Level Relationships between Urban Land Expansion and Activity Changes by Integrating Landsat and Nighttime Light Data. Remote. Sens. Yimin Chen, Xiaoping Liu, Xia Li
2017	J	`jnl`	Calibrating a Land Parcel Cellular Automaton (LP-CA) for urban growth simulation based on ensemble learning. Int. J. Geogr. Inf. Sci. Yimin Chen, Xiaoping Liu, Xia Li
2017	J	`jnl`	Classifying urban land use by integrating remote sensing and social media data. Int. J. Geogr. Inf. Sci. Xiaoping Liu, Jialv He, Yao Yao, Jinbao Zhang, Haolin Liang, Huan Wang, Ye Hong
2017	J	`jnl`	Experiences and issues of using cellular automata for assisting urban and regional planning in China. Int. J. Geogr. Inf. Sci. Xia Li, Yimin Chen, Xiaoping Liu, Xiaocong Xu, Guangliang Chen
2017	J	`jnl`	Exploring the performance of spatio-temporal assimilation in an urban cellular automata model. Int. J. Geogr. Inf. Sci. Xuecao Li, Hui Lu, Yuyu Zhou, Tengyun Hu, Lu Liang, Xiaoping Liu, Guohua Hu, Le Yu
2017	J	`jnl`	Integrating multi-source big data to infer building functions. Int. J. Geogr. Inf. Sci. Ning Niu, Xiaoping Liu, He Jin, Xinyue Ye, Yu Liu, Xia Li, Yimin Chen, Shaoying Li
2017	J	`jnl`	Mapping fine-scale population distributions at the building level by integrating multisource geospatial big data. Int. J. Geogr. Inf. Sci. Yao Yao, Xiaoping Liu, Xia Li, Jinbao Zhang, Zhaotang Liang, Ke Mai, Yatao Zhang
2017	J	`jnl`	Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model. Int. J. Geogr. Inf. Sci. Yao Yao, Xia Li, Xiaoping Liu, Penghua Liu, Zhaotang Liang, Jinbao Zhang, Ke Mai
2017	J	`jnl`	Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata. Int. J. Geogr. Inf. Sci. Yao Yao, Xiaoping Liu, Xia Li, Penghua Liu, Ye Hong, Yatao Zhang, Ke Mai
2017	J	`jnl`	Simulation of Urban Expansion and Farmland Loss in China by Integrating Cellular Automata and Random Forest. CoRR Yao Yao, Xiaoping Liu, Dachuan Zhang, Zhaotang Liang, Yatao Zhang
2017	J	`jnl`	The Impact of Energy Consumption on the Surface Urban Heat Island in China's 32 Major Cities. Remote. Sens. Weilin Liao, Xiaoping Liu, Dagang Wang, Yanling Sheng
2016	J	`jnl`	Mapping Global Fossil Fuel Combustion CO IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jinpei Ou, Xiaoping Liu, Xia Li, Xun Shi
2015	J	`jnl`	A Normalized Urban Areas Composite Index (NUACI) Based on Combination of DMSP-OLS and MODIS for Mapping Impervious Surface Area. Remote. Sens. Xiaoping Liu, Guohua Hu, Bin Ai, Xia Li, Qian Shi
2015	J	`jnl`	Integrating ensemble-urban cellular automata model with an uncertainty map to improve the performance of a single model. Int. J. Geogr. Inf. Sci. Xuecao Li, Xiaoping Liu, Peng Gong
2015	J	`jnl`	Self-modifying CA model using dual ensemble Kalman filter for simulating urban land-use changes. Int. J. Geogr. Inf. Sci. Yihan Zhang, Xia Li, Xiaoping Liu, Jigang Qiao
2014	J	`jnl`	A systematic sensitivity analysis of constrained cellular automata model for urban growth simulation based on different transition rules. Int. J. Geogr. Inf. Sci. Xuecao Li, Xiaoping Liu, Le Yu
2014	J	`jnl`	Automatic Registration of Multisensor Images Using an Integrated Spatial and Mutual Information (SMI) Metric. IEEE Trans. Geosci. Remote. Sens. Jiayong Liang, Xiaoping Liu, Kangning Huang, Xia Li, Dagang Wang, Xianwei Wang
2014	J	`jnl`	Improved Sub-Pixel Mapping Method Coupling Spatial Dependence With Directivity and Connectivity. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Bin Ai, Xiaoping Liu, Guohua Hu, Xia Li
2014	J	`jnl`	Modeling urban land-use dynamics in a fast developing city using the modified logistic cellular automaton with a patch-based simulation strategy. Int. J. Geogr. Inf. Sci. Yimin Chen, Xia Li, Xiaoping Liu, Bin Ai
2014	J	`jnl`	Simulating urban growth by integrating landscape expansion index (LEI) and cellular automata. Int. J. Geogr. Inf. Sci. Xiaoping Liu, Lei Ma, Xia Li, Bin Ai, Shaoying Li, Zhijian He
2013	J	`jnl`	An improved artificial immune system for seeking the Pareto front of land-use allocation problem in large areas. Int. J. Geogr. Inf. Sci. Kangning Huang, Xiaoping Liu, Xia Li, Jiayong Liang, Shenjing He
2013	J	`jnl`	Calibrating cellular automata based on landscape metrics by using genetic algorithms. Int. J. Geogr. Inf. Sci. Xia Li, Jinyao Lin, Yimin Chen, Xiaoping Liu, Bin Ai
2013	J	`jnl`	Knowledge transfer and adaptation for land-use simulation with a logistic cellular automaton. Int. J. Geogr. Inf. Sci. Xia Li, Yilun Liu, Xiaoping Liu, Yimin Chen, Bin Ai
2013	J	`jnl`	Simulation of spatial population dynamics based on labor economics and multi-agent systems: a case study on a rapidly developing manufacturing metropolis. Int. J. Geogr. Inf. Sci. Shaoying Li, Xia Li, Xiaoping Liu, Zhifeng Wu, Bin Ai, Fang Wang
2012	J	`jnl`	A multi-type ant colony optimization (MACO) method for optimal land use allocation in large areas. Int. J. Geogr. Inf. Sci. Xiaoping Liu, Xia Li, Xun Shi, Kangning Huang, Yilun Liu
2012	J	`jnl`	Assimilating process context information of cellular automata into change detection for monitoring land use changes. Int. J. Geogr. Inf. Sci. Xia Li, Yihan Zhang, Xiaoping Liu, Yimin Chen
2012	J	`jnl`	Defining agents' behaviour based on urban economic theory to simulate complex urban residential dynamics. Int. J. Geogr. Inf. Sci. Yimin Chen, Xia Li, Shujie Wang, Xiaoping Liu
2011	J	`jnl`	Concepts, methodologies, and tools of an integrated geographical simulation and optimization system. Int. J. Geogr. Inf. Sci. Xia Li, Yimin Chen, Xiaoping Liu, Dan Li, Jinqiang He
2011	J	`jnl`	Coupling urban cellular automata with ant colony optimization for zoning protected natural areas under a changing landscape. Int. J. Geogr. Inf. Sci. Xia Li, Chunhua Lao, Xiaoping Liu, Yimin Chen
2011	J	`jnl`	Zoning farmland protection under spatial constraints by integrating remote sensing, GIS and artificial immune systems. Int. J. Geogr. Inf. Sci. Xiaoping Liu, Xia Li, Zhangzhi Tan, Yimin Chen
2010	J	`jnl`	An agent-based model for optimal land allocation (AgentLA) with a contiguity constraint. Int. J. Geogr. Inf. Sci. Yimin Chen, Xia Li, Xiaoping Liu, Yilun Liu
2010	J	`jnl`	Determining Class Proportions Within a Pixel Using a New Mixed-Label Analysis Method. IEEE Trans. Geosci. Remote. Sens. Xiaoping Liu, Xia Li, Xiaohu Zhang
2010	J	`jnl`	Parallel cellular automata for large-scale urban simulation using load-balancing techniques. Int. J. Geogr. Inf. Sci. Xia Li, Xiaohu Zhang, Anthony Gar-On Yeh, Xiaoping Liu
2010	J	`jnl`	Simulating land-use dynamics under planning policies by integrating artificial immune systems with cellular automata. Int. J. Geogr. Inf. Sci. Xiaoping Liu, Xia Li, Xun Shi, Xiaohu Zhang, Yimin Chen
2009	J	`jnl`	Ant intelligence for solving optimal path-covering problems with multi-objectives. Int. J. Geogr. Inf. Sci. Xia Li, Jinqiang He, Xiaoping Liu
2009	J	`jnl`	Intelligent GIS for solving high-dimensional site selection problems using ant colony optimization techniques. Int. J. Geogr. Inf. Sci. Xia Li, Jinqiang He, Xiaoping Liu
2008	J	`jnl`	A bottom-up approach to discover transition rules of cellular automata using ant intelligence. Int. J. Geogr. Inf. Sci. Xiaoping Liu, Xia Li, Lin Liu, Jinqiang He, Bin Ai
2008	J	`jnl`	An Innovative Method to Classify Remote-Sensing Images Using Ant Colony Optimization. IEEE Trans. Geosci. Remote. Sens. Xiaoping Liu, Xia Li, Lin Liu, Jinqiang He, Bin Ai
2008	J	`jnl`	Embedding sustainable development strategies in agent-based models for use as a planning tool. Int. J. Geogr. Inf. Sci. Xia Li, Xiaoping Liu
2007	—	`conf`	Kernel-Based Cellular Automata for Urban Simulation. ICNC (3) Xiaoping Liu, Xia Li, Bing Ai, Shaokun Wu, Tao Liu