Hejar Shahabi

According to our database, Hejar Shahabi authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection.

Omid Ghorbanzadeh, Hejar Shahabi, Sepideh Tavakkoli Piralilou, Alessandro Crivellari, Laura Elena Cue La Rosa, Clement Atzberger, Jonathan Li, Pedram Ghamisi

IEEE Access, 2024

2022

Model-Centric vs Data-Centric Deep Learning Approaches for Landslide Detection.

Hejar Shahabi, Omid Ghorbanzadeh

Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

2021

Landslide Mapping Using Two Main Deep-Learning Convolution Neural Network Streams Combined by the Dempster-Shafer Model.

Omid Ghorbanzadeh, Sansar Raj Meena, Hejar Shahabi Sorman Abadi, Sepideh Tavakkoli Piralilou, Zhiyong Lv, Thomas Blaschke

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery.

Hejar Shahabi, Maryam Rahimzad, Sepideh Tavakkoli Piralilou, Omid Ghorbanzadeh, Saeid Homayouni, Thomas Blaschke, Samsung Lim, Pedram Ghamisi

Remote. Sens., 2021

2020

GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran.

Xinxiang Lei, Wei Chen, Mohammadtaghi Avand, Saeid Janizadeh, Narges Kariminejad, Hejar Shahabi, Romulus Costache, Himan Shahabi, Ataollah Shirzadi, Amir Mosavi

Remote. Sens., 2020

2019

A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia.

Hejar Shahabi, Abdollah A. Jarihani, Sepideh Tavakkoli Piralilou, David Chittleborough, Mohammadtaghi Avand, Omid Ghorbanzadeh

Sensors, 2019

Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas.

Sepideh Tavakkoli Piralilou, Hejar Shahabi, Abdollah A. Jarihani, Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena, Jagannath Aryal

Remote. Sens., 2019