Optimized Segmentation Based on the Weighted Aggregation Method for Loess Bank Gully Mapping

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

(2020) Sijin Li et al.   GEOMORPHOLOGY

Farmland Extraction from High Spatial Resolution Remote Sensing Images Based on Stratified Scale Pre-Estimation

(2019) Lu Xu et al.   Remote Sensing

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Accuracy Assessment of the Planar Morphology of Valley Bank Gullies Extracted with High Resolution Remote Sensing Imagery on the Loess Plateau, China

(2019) Yixian Chen et al.   International Journal of Environmental Research and Public Health

Comparing Deep Neural Networks, Ensemble Classifiers, and Support Vector Machine Algorithms for Object-Based Urban Land Use/Land Cover Classification

(2019) Shahab Eddin Jozdani et al.   Remote Sensing

Gully morphological characteristics in the loess hilly-gully region based on 3D laser scanning technique

(2018) Hongyan Wu et al.   EARTH SURFACE PROCESSES AND LANDFORMS

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

(2018) Pierre Bugnicourt et al.   GEOMORPHOLOGY

Large-scale mapping of gully-affected areas: An approach integrating Google Earth images and terrain skeleton information

(2018) Kai Liu et al.   GEOMORPHOLOGY

Stability analysis unit and spatial distribution pattern of the terrain texture in the northern Shaanxi Loess Plateau

(2018) Hu Ding et al.   Journal of Mountain Science

Drainage basin object-based method for regional-scale landform classification: a case study of loess area in China

(2018) Li-Yang Xiong et al.   PHYSICAL GEOGRAPHY

Region Merging Considering Within- and Between-Segment Heterogeneity: An Improved Hybrid Remote-Sensing Image Segmentation Method

(2018) Yongji Wang et al.   Remote Sensing

Bank gully extraction from DEMs utilizing the geomorphologic features of a loess hilly area in China

(2018) Xin Yang et al.   Frontiers of Earth Science

Self-adaptive segmentation of satellite images based on a weighted aggregation approach

(2018) Ziqian Xiong et al.   GIScience & Remote Sensing

Scale Matters: Spatially Partitioned Unsupervised Segmentation Parameter Optimization for Large and Heterogeneous Satellite Images

(2018) Stefanos Georganos et al.   Remote Sensing

Deep Convolutional Neural Networks for Automated Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imagery

(2018) Weixing Zhang et al.   Remote Sensing

Review on High Spatial Resolution Remote Sensing Image Segmentation Evaluation

(2018) Yangyang Chen et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application

(2017) Stefanos Georganos et al.   GIScience & Remote Sensing

A comparative study of the segmentation of weighted aggregation and multiresolution segmentation

(2016) Shihong Du et al.   GIScience & Remote Sensing

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Capacity of soil loss control in the Loess Plateau based on soil erosion control degree

(2016) Haidong Gao et al.   Journal of Geographical Sciences

Learning selfhood scales for urban land cover mapping with very-high-resolution satellite images

(2016) Xiuyuan Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Detection of Catchment-Scale Gully-Affected Areas Using Unmanned Aerial Vehicle (UAV) on the Chinese Loess Plateau

(2016) Kai Liu et al.   ISPRS International Journal of Geo-Information

Assessment of bank gully development and vegetation coverage on the Chinese Loess Plateau

(2015) Zhen Li et al.   GEOMORPHOLOGY

Toward Evaluating Multiscale Segmentations of High Spatial Resolution Remote Sensing Images

(2015) Xueliang Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Segmentation quality evaluation using region-based precision and recall measures for remote sensing images

(2015) Xueliang Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Using topographical attributes to evaluate gully erosion proneness (susceptibility) in two mediterranean basins: advantages and limitations

(2015) Álvaro Gómez-Gutiérrez et al.   NATURAL HAZARDS

Image Segmentation Parameter Optimization Considering Within- and Between-Segment Heterogeneity at Multiple Scale Levels: Test Case for Mapping Residential Areas Using Landsat Imagery

(2015) Brian Johnson et al.   ISPRS International Journal of Geo-Information

Multi-temporal UAV data for automatic measurement of rill and interrill erosion on loess soil

(2014) Anette Eltner et al.   EARTH SURFACE PROCESSES AND LANDFORMS

High-resolution topography for understanding Earth surface processes: Opportunities and challenges

(2014) Paolo Tarolli   GEOMORPHOLOGY

Object-based gully system prediction from medium resolution imagery using Random Forests

(2014) Rajesh B.V. Shruthi et al.   GEOMORPHOLOGY

Detection of Gully-Affected Areas by Applying Object-Based Image Analysis (OBIA) in the Region of Taroudannt, Morocco

(2014) Sebastian d'Oleire-Oltmanns et al.   Remote Sensing

Soil erosion in gully catchments affected by land-levelling measures in the Souss Basin, Morocco, analysed by rainfall simulation and UAV remote sensing data

(2013) Klaus Daniel Peter et al.   CATENA

Accuracy Assessment Measures for Object-based Image Segmentation Goodness

(2013) Nicholas Clinton et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

The Grain for Green Project induced land cover change in the Loess Plateau: A case study with Ansai County, Shanxi Province, China

(2012) Decheng Zhou et al.   ECOLOGICAL INDICATORS

Discrepancy measures for selecting optimal combination of parameter values in object-based image analysis

(2012) Yong Liu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Object-based gully feature extraction using high spatial resolution imagery

(2011) Rajesh B.V. Shruthi et al.   GEOMORPHOLOGY

Unsupervised image segmentation evaluation and refinement using a multi-scale approach

(2011) Brian Johnson et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data

(2010) Lucian Drǎguţ et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Normalized Cuts Revisited: A Reformulation for Segmentation with Linear Grouping Constraints

(2010) Anders Eriksson et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Topology cuts: A novel min-cut/max-flow algorithm for topology preserving segmentation in N–D images

(2008) Yun Zeng et al.   COMPUTER VISION AND IMAGE UNDERSTANDING