Sematic segmentation of loess landslides with STAPLE mask and fully connected conditional random field

A 3D Grouped Convolutional Network Fused with Conditional Random Field and Its Application in Image Multi-target Fine Segmentation

(2022) Jian Yin et al.   International Journal of Computational Intelligence Systems

Landslide detection in the Himalayas using machine learning algorithms and U-Net

(2022) Sansar Raj Meena et al.   Landslides

Landslide detection using deep learning and object-based image analysis

(2022) Omid Ghorbanzadeh et al.   Landslides

Detection and segmentation of loess landslides via satellite images: a two-phase framework

(2022) Huajin Li et al.   Landslides

Landslide detection from bitemporal satellite imagery using attention-based deep neural networks

(2022) Solomon Obiri Yeboah Amankwah et al.   Landslides

SPH numerical modelling of landslide movements as coupled two-phase flows with a new solution for the interaction term

(2022) Saeid Moussavi Tayyebi et al.   EUROPEAN JOURNAL OF MECHANICS B-FLUIDS

A new strategy to map landslides with a generalized convolutional neural network

(2021) Nikhil Prakash et al.   Scientific Reports

Convolutional neural networks applied to semantic segmentation of landslide scars

(2021) L. Bragagnolo et al.   CATENA

Applicability of an interferometric optical fibre sensor for shallow landslide monitoring – Experimental tests

(2021) Vladislav Ivanov et al.   ENGINEERING GEOLOGY

UAV photogrammetry-based remote sensing and preliminary assessment of the behavior of a landslide in Guizhou, China

(2021) Zhan Cheng et al.   ENGINEERING GEOLOGY

Landslide susceptibility prediction based on image semantic segmentation

(2021) Bowen Du et al.   COMPUTERS & GEOSCIENCES

A review of machine learning in processing remote sensing data for mineral exploration

(2021) Hojat Shirmard et al.   REMOTE SENSING OF ENVIRONMENT

Landslide detection from an open satellite imagery and digital elevation model dataset using attention boosted convolutional neural networks

(2020) Shunping Ji et al.   Landslides

Analysis of the influence of groundwater on land subsidence in Beijing based on the geographical weighted regression (GWR) model

(2020) Hairuo Yu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Automatic Pancreas Segmentation Using Coarse-Scaled 2D Model of Deep Learning: Usefulness of Data Augmentation and Deep U-Net

(2020) Mizuho Nishio et al.   Applied Sciences-Basel

Landslide identification using machine learning

(2020) Haojie Wang et al.   Geoscience Frontiers

Integrative Data Augmentation with U-Net Segmentation Masks Improves Detection of Lymph Node Metastases in Breast Cancer Patients

(2020) Yong Won Jin et al.   Cancers

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

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Modeling and predicting reservoir landslide displacement with deep belief network and EWMA control charts: a case study in Three Gorges Reservoir

(2019) Huajin Li et al.   Landslides

Loess caves, a special kind of geo-hazard on loess plateau, northwestern China

(2018) Jianbing Peng et al.   ENGINEERING GEOLOGY

Analysis of retrogressive loess flowslides in Heifangtai, China

(2018) Xing Qi et al.   ENGINEERING GEOLOGY

Distribution and failure modes of the landslides in Heitai terrace, China

(2018) Dalei Peng et al.   ENGINEERING GEOLOGY

Segmentation of ischemic stroke lesion from 3d mr images using random forest

(2018) Anjali Gautam et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Simultaneous Co‐segmentation of Tumors in PET ‐ CT Images Using Deep Fully Convolutional Networks

(2018) Zisha Zhong et al.   MEDICAL PHYSICS

Comparison of accuracy between FSL’s FIRST and Freesurfer for caudate nucleus and putamen segmentation

(2017) Gabor Perlaki et al.   Scientific Reports

Heavy rainfall triggered loess–mudstone landslide and subsequent debris flow in Tianshui, China

(2015) Jianbing Peng et al.   ENGINEERING GEOLOGY