Mingliang Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 35

Top Topics

Convolutional Neural Network

Fault Diagnosis

Heterogeneous Distributed

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Kang Zheng, Qian Li, Zemin Wang, Jiachun An, Feiyang Huang, Mingliang Liu, Shuai Bao
CREVNet: A Transformer and CNN-Based Network for Accurate Segmentation of Ice Shelf Crevasses. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Xiaoli Li, Jinyun Fu, Mingliang Liu, Yangmengfei Xu, Ying Tan, Yangbin Xin, Ye Pu, Denny Oetomo
A Geometry-Based Distributed Connectivity Maintenance Algorithm for Discrete-time Multi-Agent Systems with Visual Sensing Constraints. Unmanned Syst. 12 (2) (2024)
Jinlu Zhang, Mingliang Liu, Xiaohang Wang
Global attention guided multi-scale network for face image super-resolution. Mach. Vis. Appl. 34 (6) (2023)
Yao Gao, Fei Zhao, Wentao Hou, Yonghui Han, Mingliang Liu, Yanan Dang, Pingping Lu, Robert Wang
Analysis of Rock Abundance on Lunar Surface and Near-Surface Using Mini-RF SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xiaohang Wang, Mingliang Liu, Pengying Wei
Learning a spatial-temporal symmetry network for video super-resolution. Appl. Intell. 53 (3) (2023)
Yuehua Lai, Ran Li, Mingliang Liu, Zaoyang Wu, Rongming Chen
An End-To-End Fault Diagnosis Method for Emulsion Pump with Class-Imbalance. CAIBDA (2023)
Mingliang Liu, Zemin Wang, Baojun Zhang, Shuang Wu, Jiachun An
Extraction and Analysis of the Antarctic Ice Shelf Basal Channel. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Tanvir Ferdousi, Abhijin Adiga, Mandy L. Wilson, S. S. Ravi, Anil Vullikanti, Madhav V. Marathe, Samarth Swarup, Mingliang Liu, Kirti Rajagopalan, Jennifer Adam
A Machine Learning Framework to Explain Complex Geospatial Simulations: A Climate Change Case Study. WSC (2023)
Mingliang Liu, Yunkai Deng, Donghong Wang, Xiuqing Liu, Chunle Wang
Unified Classification Framework for Multipolarization and Dual-Frequency SAR. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhangxi Xiong, Qing Guo, Mingliang Liu, An Li
Pan-Sharpening Based on Panchromatic Image Spectral Learning Using WorldView-2. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xiangyu Song, Zemin Wang, Jianchang Liang, Baojun Zhang, Yang Du, Zhaoliang Zeng, Mingliang Liu
Automatic Extraction of the Basal Channel Based on Neural Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Mingliang Liu, Yunkai Deng, Chuanzhao Han, Wentao Hou, Yao Gao, Chunle Wang, Xiuqing Liu
An Innovative Supervised Classification Algorithm for PolSAR Image Based on Mixture Model and MRF. Remote. Sens. 14 (21) (2022)
Yanyan Zhang, Fei Zhao, Sheng Chang, Mingliang Liu, Robert Wang
An Innovative Synthetic Aperture Radar Design Method for Lunar Water Ice Exploration. Remote. Sens. 14 (9) (2022)
Zhangxi Xiong, Qing Guo, Mingliang Liu, An Li
Pan-Sharpening Based on Convolutional Neural Network by Using the Loss Function With No-Reference. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Zhangxi Xiong, Qing Guo, Mingliang Liu, An Li
Pan-Sharpening Based on Panchromatic Colorization Using WorldView-2. IEEE Access 9 (2021)
Huabin Qin, Mingliang Liu, Jian Wang, Zijian Guo, Junbo Liu
Adaptive diagnosis of DC motors using R-WDCNN classifiers based on VMD-SVD. Appl. Intell. 51 (7) (2021)
Dario Grana, Mingliang Liu, Mohit Ayani
Prediction of CO₂ Saturation Spatial Distribution Using Geostatistical Inversion of Time-Lapse Geophysical Data. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Sunil A. Kadam, Claudio O. Stöckle, Mingliang Liu, Zhongming Gao, Eric S. Russell
Suitability of Earth Engine Evaporation Flux (EEFlux) Estimation of Evapotranspiration in Rainfed Crops. Remote. Sens. 13 (19) (2021)
Sisi Li, Mingliang Liu, Jennifer C. Adam, Huawei Pi, Fengge Su, Dongyue Li, Zhaofei Liu, Zhijun Yao
Contribution of Snow-Melt Water to the Streamflow over the Three-River Headwater Region, China. Remote. Sens. 13 (8) (2021)
Mingliang Liu, Jinjie Huang, Lei Ma, Ling Wan, Jialong Guo, Dongpan Yao
A Spatial-Temporal-Channel Attention Unet++ for High Resolution Remote Sensing Image Change Detection. IGARSS (2021)
Teng Li, Bozhong Zhu, Fei Cao, Hao Sun, Xianqiang He, Mingliang Liu, Fang Gong, Yan Bai
Monitoring Changes in the Transparency of the Largest Reservoir in Eastern China in the Past Decade, 2013-2020. Remote. Sens. 13 (13) (2021)
Ling Wan, Lei Ma, Jialong Guo, Mingliang Liu, Dongpan Yao
Slow Feature Analysis Based on Convolutional Neural Network for SAR Image Change Detection. IGARSS (2021)
Zijian Guo, Mingliang Liu, Yunxia Wang, Huabin Qin
A New Fault Diagnosis Classifier for Rolling Bearing United Multi-Scale Permutation Entropy Optimize VMD and Cuckoo Search SVM. IEEE Access 8 (2020)
Chengcheng Cao, Mingliang Liu, Bing Li, Yunxia Wang
Mechanical Fault Diagnosis of High Voltage Circuit Breakers Utilizing VMD Based on Improved Time Segment Energy Entropy and a New Hybrid Classifier. IEEE Access 8 (2020)
Mingliang Liu, Yufeng Ke, Shuang Liu, Xizi Song, Dong Ming
Effect of HD-tDCS combined with working memory training on brain network. EMBC (2020)
Zijian Guo, Mingliang Liu, Huabin Qin, Bing Li
Mechanical Fault Diagnosis of a DC Motor Utilizing United Variational Mode Decomposition, SampEn, and Random Forest-SPRINT Algorithm Classifiers. Entropy 21 (5) (2019)
Mingliang Liu, Dario Grana
Accelerating geostatistical seismic inversion using TensorFlow: A heterogeneous distributed deep learning framework. Comput. Geosci. 124 (2019)
Bing Li, Mingliang Liu, Zijian Guo, Yamin Ji
Application of EWT and PSO-SVM in Fault Diagnosis of HV Circuit Breakers. CSPS (3) (2018)
Zhongyue Hu, Mingliang Liu, Ping Yang, Maomao Chen
Application of Doc2vec and Stochastic Gradient Descent algorithms for Text Categorization. J. Inf. Hiding Multim. Signal Process. 9 (5) (2018)
Bing Li, Mingliang Liu, Zijian Guo, Yamin Ji
Mechanical Fault Diagnosis of High Voltage Circuit Breakers Utilizing EWT-Improved Time Frequency Entropy and Optimal GRNN Classifier. Entropy 20 (6) (2018)
Yibo Zhang, Yunlin Zhang, Kun Shi, Yong Zha, Yongqiang Zhou, Mingliang Liu
A Landsat 8 OLI-Based, Semianalytical Model for Estimating the Total Suspended Matter Concentration in the Slightly Turbid Xin'anjiang Reservoir (China). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (1) (2016)
Qianqian Shi, Ying Zhao, Mingliang Liu
Towards learning segmented temporal sequences: A decision tree approach. ICMLC (2015)
Ye Jin, Xiaosong Ma, Mingliang Liu, Qing Liu, Jeremy Logan, Norbert Podhorszki, Jong Youl Choi, Scott Klasky
Combining Phase Identification and Statistic Modeling for Automated Parallel Benchmark Generation. SIGMETRICS (2015)
Jidong Zhai, Mingliang Liu, Ye Jin, Xiaosong Ma, Wenguang Chen
Automatic Cloud I/O Configurator for I/O Intensive Parallel Applications. IEEE Trans. Parallel Distributed Syst. 26 (12) (2015)
Ye Jin, Mingliang Liu, Xiaosong Ma, Qing Liu, Jeremy Logan, Norbert Podhorszki, Jong Youl Choi, Scott Klasky
Combining phase identification and statistic modeling for automated parallel benchmark generation. PPOPP (2015)
Tristan Mullis, Mingliang Liu, Ananth Kalyanaraman, Joseph Vaughan, Christina Tague, Jennifer Adam
Design and Implementation of Kepler Workflows for BioEarth. ICCS (2014)
Mingliang Liu, Ye Jin, Jidong Zhai, Yan Zhai, Qianqian Shi, Xiaosong Ma, Wenguang Chen
ACIC: automatic cloud I/O configurator for HPC applications. SC (2013)
Mingliang Liu, Ye Jin, Jidong Zhai, Yan Zhai, Qianqian Shi, Xiaosong Ma, Wenguang Chen
ACIC: automatic cloud I/O configurator for parallel applications. HPDC (2013)
Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Mingliang Liu, Yan Zhai, Wenguang Chen, Weimin Zheng
Employing Checkpoint to Improve Job Scheduling in Large-Scale Systems. JSSPP (2012)
Yan Zhai, Mingliang Liu, Jidong Zhai, Xiaosong Ma, Wenguang Chen
Cloud versus in-house cluster: evaluating Amazon cluster compute instances for running MPI applications. SC State of the Practice Reports (2011)
Laijun Sun, Mingliang Liu, Haibo Qian, Changming Qiao
A New Method to Fault Diagnosis for Circuit Breakers Based on Characteristic Entropy of Wavelet Packet. ICDMA (2011)
Mingliang Liu, Jidong Zhai, Yan Zhai, Xiaosong Ma, Wenguang Chen
One optimized I/O configuration per HPC application: leveraging the configurability of cloud. APSys (2011)
Laijun Sun, Mingliang Liu, Haibo Qian, Changming Qiao
A New Method to Mechanical Fault Classification with Support Vector Machine. ICDMA (2011)
Jianju Zhen, Mingliang Liu, Laijun Sun, Haibo Qian
Bean Moisture Content's Measurement Based on RBF Neural Network. ICDMA (2011)
Fucen Zeng, Lin Qiao, Mingliang Liu, Zhizhong Tang
A Novel Memory Subsystem Evaluation Framework for Chip Multiprocessors. HPCC (2010)
Yunlin Zhang, Mingliang Liu, Boqiang Qin, Hendrik Jan van der Woerd, Junsheng Li, Yunliang Li
Modeling Remote-Sensing Reflectance and Retrieving Chlorophyll-a Concentration in Extremely Turbid Case-2 Waters (Lake Taihu, China). IEEE Trans. Geosci. Remote. Sens. 47 (7-1) (2009)
Mingliang Liu, Jianhua Zhang, Yanyan Zhang, Yi Liu
A Channel Estimation Scheme for Amplify-and-Forward OFDM Relay Networks. VTC Fall (2009)