Extracting Terrain Texture Features for Landform Classification Using Wavelet Decomposition

Geomorphology-oriented digital terrain analysis: Progress and perspectives

(2021) Liyang Xiong et al.   Journal of Geographical Sciences

Correction to: Classification of topography for ground vulnerability assessment of alluvial plains and mountains of Japan using 30 m DEM

(2021) Junko Iwahashi et al.   Progress in Earth and Planetary Science

Object‐based large‐scale terrain classification combined with segmentation optimization and terrain features: A case study in China

(2021) Jiaming Na et al.   Transactions in GIS

Deep learning for dune pattern mapping with the AW3D30 global surface model

(2020) Samuel Shumack et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Deep learning-based approach for landform classification from integrated data sources of digital elevation model and imagery

(2020) Sijin Li et al.   GEOMORPHOLOGY

Machine Learning for Gully Feature Extraction Based on a Pan-Sharpened Multispectral Image: Multiclass vs. Binary Approach

(2020) Kwanele Phinzi et al.   ISPRS International Journal of Geo-Information

Accuracy assessment of ALOS AW3D30 DSM and comparison to ALOS PRISM DSM created with classical photogrammetric techniques

(2020) Konstantinos G Nikolakopoulos   European Journal of Remote Sensing

Semantic Segmentation for SAR Image Based on Texture Complexity Analysis and Key Superpixels

(2020) Ronghua Shang et al.   Remote Sensing

Application of extreme gradient boosting and parallel random forest algorithms for assessing groundwater spring potential using DEM-derived factors

(2020) Seyed Amir Naghibi et al.   JOURNAL OF HYDROLOGY

DoMars16k: A Diverse Dataset for Weakly Supervised Geomorphologic Analysis on Mars

(2020) Thorsten Wilhelm et al.   Remote Sensing

The Comparison of Different Methods of Texture Analysis for Their Efficacy for Land Use Classification in Satellite Imagery

(2019) Przemysław Kupidura   Remote Sensing

Terrain Representation and Distinguishing Ability of Roughness Algorithms Based on DEM with Different Resolutions

(2019) Jiang Wu et al.   ISPRS International Journal of Geo-Information

DEM-Based Vs30 Map and Terrain Surface Classification in Nationwide Scale—A Case Study in Iran

(2019) Sadra Karimzadeh et al.   ISPRS International Journal of Geo-Information

Multi-modal deep learning for landform recognition

(2019) Lin Du et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Using textural analysis for regional landform and landscape mapping, Eastern Guiana Shield

(2018) Pierre Bugnicourt et al.   GEOMORPHOLOGY

Fully Convolutional Networks for Semantic Segmentation of Very High Resolution Remotely Sensed Images Combined With DSM

(2018) Weiwei Sun et al.   IEEE Geoscience and Remote Sensing Letters

Study on Multi-Scale Window Determination for GLCM Texture Description in High-Resolution Remote Sensing Image Geo-Analysis Supported by GIS and Domain Knowledge

(2018) Zeying Lan et al.   ISPRS International Journal of Geo-Information

Field terrain recognition based on extreme learning theory using wavelet and texture features

(2018) Caixia Liu et al.   Advances in Mechanical Engineering

Correction to: Global terrain classification using 280 m DEMs: segmentation, clustering, and reclassification

(2018) Junko Iwahashi et al.   Progress in Earth and Planetary Science

Evaluation of the Newly Released Worldwide AW3D30 DEM Over Typical Landforms of China Using Two Global DEMs and ICESat/GLAS Data

(2018) Hui Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Automatic recognition of loess landforms using Random Forest method

(2017) Wu-fan Zhao et al.   Journal of Mountain Science

Extraction of Terraces on the Loess Plateau from High-Resolution DEMs and Imagery Utilizing Object-Based Image Analysis

(2017) Hanqing Zhao et al.   ISPRS International Journal of Geo-Information

Wavelet-Compressed Representation of Landscapes for Hydrologic and Geomorphologic Applications

(2016) Chandana Gangodagamage et al.   IEEE Geoscience and Remote Sensing Letters

Applying a weighted random forests method to extract karst sinkholes from LiDAR data

(2016) Junfeng Zhu et al.   JOURNAL OF HYDROLOGY

MAD: robust image texture analysis for applications in high resolution geomorphometry

(2015) S. Trevisani et al.   COMPUTERS & GEOSCIENCES

Texture descriptions of lunar surface derived from LOLA data: Kilometer-scale roughness and entropy maps

(2015) Bo Li et al.   PLANETARY AND SPACE SCIENCE

Geomorphometric analysis based on discrete wavelet transform

(2013) Angelo Doglioni et al.   Environmental Earth Sciences

Predictive soil parent material mapping at a regional-scale: A Random Forest approach

(2013) Brandon Heung et al.   GEODERMA

Increased mass over the Tibetan Plateau: From lakes or glaciers?

(2013) Guoqing Zhang et al.   GEOPHYSICAL RESEARCH LETTERS

Influence of Multi-Source and Multi-Temporal Remotely Sensed and Ancillary Data on the Accuracy of Random Forest Classification of Wetlands in Northern Minnesota

(2013) Jennifer Corcoran et al.   Remote Sensing

Surface texture analysis of a high-resolution DTM: Interpreting an alpine basin

(2012) Sebastiano Trevisani et al.   GEOMORPHOLOGY

Urban Digital Elevation Model Reconstruction Using Very High Resolution Multichannel InSAR Data

(2012) Aymen Shabou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Geomorphometry and landform mapping: What is a landform?

(2011) Ian S. Evans   GEOMORPHOLOGY

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Neural Network Based Dunal Landform Mapping From Multispectral Images Using Texture Features

(2010) Pinaki Roy Chowdhury et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Wavelet Reconstruction of Geologic Facies From Nonlinear Dynamic Flow Measurements

(2010) Behnam Jafarpour   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multiscale Analysis of Topographic Surface Roughness in the Midland Valley, Scotland

(2010) Carlos Henrique Grohmann et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING