Identifying Collapsed Buildings Using Post-Earthquake Satellite Imagery and Convolutional Neural Networks: A Case Study of the 2010 Haiti Earthquake

by Min Ji, Lanfa Liu, Manfred Buchroithner
Published 2018-10-01

Transfer Learning for Soil Spectroscopy Based on Convolutional Neural Networks and Its Application in Soil Clay Content Mapping Using Hyperspectral Imagery

by Lanfa Liu, Min Ji, Manfred Buchroithner
Published 2018-09-01

Combining Partial Least Squares and the Gradient-Boosting Method for Soil Property Retrieval Using Visible Near-Infrared Shortwave Infrared Spectra

by Lanfa Liu, Min Ji, Manfred Buchroithner
Published 2017-12-01

A Case Study of the Forced Invariance Approach for Soil Salinity Estimation in Vegetation-Covered Terrain Using Airborne Hyperspectral Imagery

by Lanfa Liu, Min Ji, Manfred Buchroithner
Published 2018-02-01

A Comparative Study of Texture and Convolutional Neural Network Features for Detecting Collapsed Buildings After Earthquakes Using Pre- and Post-Event Satellite Imagery

by Min Ji, Lanfa Liu, Runlin Du, Manfred F. Buchroithner
Published 2019-05-01

Discrimination of Earthquake-Induced Building Destruction from Space Using a Pretrained CNN Model

by Min Ji, Lanfa Liu, Rongchun Zhang, Manfred F. Buchroithner
Published 2020-01-01

Eliminating the Effect of Image Border with Image Periodic Decomposition for Phase Correlation Based Remote Sensing Image Registration

by Yunyun Dong, Weili Jiao, Tengfei Long, Lanfa Liu, Guojin He
Published 2019-05-01

Quantitative Retrieval of Organic Soil Properties from Visible Near-Infrared Shortwave Infrared (Vis-NIR-SWIR) Spectroscopy Using Fractal-Based Feature Extraction

by Lanfa Liu, Min Ji, Yunyun Dong, Rongchung Zhang, Manfred Buchroithner
Published 2016-12-01

Local Deep Descriptor for Remote Sensing Image Feature Matching

by Yunyun Dong, Weili Jiao, Tengfei Long, Lanfa Liu, Guojin He, Chengjuan Gong, Yantao Guo
Published 2019-02-01