Water Identification from High-Resolution Remote Sensing Images Based on Multidimensional Densely Connected Convolutional Neural Networks
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Huihui Song | Guojie Wang | Mengjuan Wu | Xikun Wei | Huihui Song | Guojie Wang | Mengjuan Wu | Xikun Wei
[1] Stephen V. Stehman,et al. Selecting and interpreting measures of thematic classification accuracy , 1997 .
[2] Hongxing Zheng,et al. Glacier and lake variations in the Yamzhog Yumco basin, southern Tibetan Plateau, from 1980 to 2000 using remote-sensing and GIS technologies , 2007, Journal of Glaciology.
[3] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[4] J. Birkmann,et al. Assessing relationship between vulnerability and capacity: An empirical study on rural flooding in Pakistan , 2019, International Journal of Disaster Risk Reduction.
[5] P. Frazier,et al. Water body detection and delineation with Landsat TM data. , 2000 .
[6] Zongxue Xu,et al. An enhanced inundation method for urban flood hazard mapping at the large catchment scale , 2019, Journal of Hydrology.
[7] E. Jeppesen,et al. Impacts of Three Gorges Reservoir on the sedimentation regimes in the downstream-linked two largest Chinese freshwater lakes , 2016, Scientific Reports.
[8] S. K. McFeeters. The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features , 1996 .
[9] M. Joseph Hughes,et al. Automated Detection of Cloud and Cloud Shadow in Single-Date Landsat Imagery Using Neural Networks and Spatial Post-Processing , 2014, Remote. Sens..
[10] Hanqiu Xu. Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery , 2006 .
[11] I. J. Barton,et al. Monitoring floods with AVHRR , 1989 .
[12] Yongchun Xie,et al. Fast Threshold Image Segmentation Based on 2D Fuzzy Fisher and Random Local Optimized QPSO , 2017, IEEE Transactions on Image Processing.
[13] Tong Jiang,et al. Interactions of the Yangtze river flow and hydrologic processes of the Poyang Lake, China , 2007 .
[14] A. Shevyrnogov,et al. Application of satellite data for investigation of dynamic processes in inland water bodies: Lake Shira (Khakasia, Siberia), a case study , 2002, Aquatic Ecology.
[15] Trevor Darrell,et al. Fully Convolutional Networks for Semantic Segmentation , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[16] Horst Bischof,et al. Multispectral classification of Landsat-images using neural networks , 1992, IEEE Trans. Geosci. Remote. Sens..
[17] Matthew Baker,et al. Extraction of hydrological proximity measures from DEMs using parallel processing , 2011, Environ. Model. Softw..
[18] Luis Álvarez,et al. A Morphological Approach to Curvature-Based Evolution of Curves and Surfaces , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[19] Desheng Liu,et al. Blending MODIS and Landsat images for urban flood mapping , 2014 .
[20] Xiaoling Chen,et al. Long-Term Distribution Patterns of Chlorophyll-a Concentration in China's Largest Freshwater Lake: MERIS Full-Resolution Observations with a Practical Approach , 2014, Remote. Sens..
[21] 夏晓瑞,et al. 基于决策树的Landsat TM/ETM+图像中太湖蓝藻水华信息提取 , 2014 .
[22] Serge Massicotte,et al. Determination of the drainage structure of a watershed using a digital elevation model and a digital river and lake network , 2001 .
[23] Zhu Zhang-Meng,et al. River Linear Water Adaptive Auto-extraction on Remote Sensing Image Aided by DEM , 2013 .
[24] N. Otsu. A threshold selection method from gray level histograms , 1979 .
[25] Xiaodong Mu,et al. Scene classification of remote sensing image based on deep network grading transferring , 2018, Optik.
[26] Brigitte Poulin,et al. Wetland monitoring using classification trees and SPOT-5 seasonal time series , 2010 .
[27] Shervin Minaee,et al. An ADMM Approach to Masked Signal Decomposition Using Subspace Representation , 2017, IEEE Transactions on Image Processing.
[28] Roberto Cipolla,et al. SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[29] Mohammad Javad Valadan Zoej,et al. Optimal fusion of optical and SAR high-resolution images for semiautomatic building detection , 2016 .
[30] Jae Kang Lee,et al. Identification of Water Bodies in a Landsat 8 OLI Image Using a J48 Decision Tree , 2016, Sensors.
[31] Giuseppe Zibordi,et al. Optically black waters in the northern Baltic Sea , 2010 .
[32] D. Lettenmaier,et al. Global monitoring of large reservoir storage from satellite remote sensing , 2011 .
[33] Yurong Liu,et al. A survey of deep neural network architectures and their applications , 2017, Neurocomputing.
[34] Min Feng,et al. A global, high-resolution (30-m) inland water body dataset for 2000: first results of a topographic–spectral classification algorithm , 2016, Int. J. Digit. Earth.
[35] M. Kelly,et al. Mapping changes to vegetation pattern in a restoring wetland: Finding pattern metrics that are consistent across spatial scale and time , 2011 .
[36] Rasmus Fensholt,et al. Automated Water Extraction Index: A new technique for surface water mapping using Landsat imagery , 2014 .