Omid Ghorbanzadeh

34 papers Journal 31Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lightweight semantic segmentation for Co-seismic landslide identification using adaptive transfer learning.
Eng. Appl. Artif. Intell.
Shaoqiang Meng, Zhenming Shi, Francesco Nex, Saied Pirasteh, Omid Ghorbanzadeh, Thomas Glade
2025 J jnl
Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover Mapping.
CoRR
Babak Ghassemi, Cássio Fraga Dantas, Raffaele Gaetano, Dino Ienco, Omid Ghorbanzadeh, Emma Izquierdo-Verdiguier, Francesco Vuolo
2024 J jnl
Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection.
IEEE Access
Omid Ghorbanzadeh, Hejar Shahabi, Sepideh Tavakkoli Piralilou, Alessandro Crivellari, Laura Elena Cue La Rosa, Clement Atzberger, Jonathan Li, Pedram Ghamisi
2023 J jnl
An Integration of Deep Learning and Transfer Learning for Earthquake-Risk Assessment in the Eurasian Region.
Remote. Sens.
Ratiranjan Jena, Abdallah Shanableh, Rami Al-Ruzouq, Biswajeet Pradhan, Mohamed Barakat A. Gibril, Omid Ghorbanzadeh, Clement Atzberger, Mohamad Ali Khalil, Himanshu Mittal, Pedram Ghamisi
2023 J jnl
Explainable Artificial Intelligence (XAI) Model for Earthquake Spatial Probability Assessment in Arabian Peninsula.
Remote. Sens.
Ratiranjan Jena, Abdallah Shanableh, Rami Al-Ruzouq, Biswajeet Pradhan, Mohamed Barakat A. Gibril, Mohamad Ali Khalil, Omid Ghorbanzadeh, Ganapathy Pattukandan Ganapathy, Pedram Ghamisi
2022 J jnl
A Google Earth Engine Approach for Wildfire Susceptibility Prediction Fusion with Remote Sensing Data of Different Spatial Resolutions.
Remote. Sens.
Sepideh Tavakkoli Piralilou, Golzar Einali, Omid Ghorbanzadeh, Thimmaiah Gudiyangada Nachappa, Khalil Gholamnia, Thomas Blaschke, Pedram Ghamisi
2022 J jnl
Evaluation of Different Landslide Susceptibility Models for a Local Scale in the Chitral District, Northern Pakistan.
Sensors
Bilal Aslam, Ahsen Maqsoom, Umer Khalil, Omid Ghorbanzadeh, Thomas Blaschke, Danish Farooq, Rana Faisal Tufail, Salman Ali Suhail, Pedram Ghamisi
2022 J jnl
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection.
CoRR
Omid Ghorbanzadeh, Yonghao Xu, Pedram Ghamisi, Michael Kopp, David P. Kreil
2022 J jnl
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection.
IEEE Trans. Geosci. Remote. Sens.
Omid Ghorbanzadeh, Yonghao Xu, Pedram Ghamisi, Michael Kopp, David P. Kreil
2022 J jnl
Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning.
Remote. Sens.
Omid Ghorbanzadeh, Alessandro Crivellari, Dirk Tiede, Pedram Ghamisi, Stefan Lang
2022 — conf
Model-Centric vs Data-Centric Deep Learning Approaches for Landslide Detection.
CDCEO@IJCAI
Hejar Shahabi, Omid Ghorbanzadeh
2022 — conf
The Landslide4Sense Competition 2022.
CDCEO@IJCAI
Pedram Ghamisi, Omid Ghorbanzadeh, Yonghao Xu, Pedro Herruzo, David P. Kreil, Michael Kopp, Sepp Hochreiter
2022 J jnl
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection From Multisource Satellite Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Omid Ghorbanzadeh, Yonghao Xu, Hengwei Zhao, Junjue Wang, Yanfei Zhong, Dong Zhao, Qi Zang, Shuang Wang, Fahong Zhang, Yilei Shi, Xiao Xiang Zhu, Lin Bai, Weile Li, Weihang Peng, Pedram Ghamisi
2022 J jnl
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery.
CoRR
Omid Ghorbanzadeh, Yonghao Xu, Hengwei Zhao, Junjue Wang, Yanfei Zhong, Dong Zhao, Qi Zang, Shuang Wang, Fahong Zhang, Yilei Shi, Xiao Xiang Zhu, Lin Bai, Weile Li, Weihang Peng, Pedram Ghamisi
2022 J jnl
Time Series of Remote Sensing Data for Interaction Analysis of the Vegetation Coverage and Dust Activity in the Middle East.
Remote. Sens.
Soodabeh Namdari, Ali Ibrahim Zghair Alnasrawi, Omid Ghorbanzadeh, Armin Sorooshian, Khalil Valizadeh Kamran, Pedram Ghamisi
2021 J jnl
Landslide Mapping Using Two Main Deep-Learning Convolution Neural Network Streams Combined by the Dempster-Shafer Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Omid Ghorbanzadeh, Sansar Raj Meena, Hejar Shahabi Sorman Abadi, Sepideh Tavakkoli Piralilou, Zhiyong Lv, Thomas Blaschke
2021 J jnl
Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery.
Remote. Sens.
Hejar Shahabi, Maryam Rahimzad, Sepideh Tavakkoli Piralilou, Omid Ghorbanzadeh, Saeid Homayouni, Thomas Blaschke, Samsung Lim, Pedram Ghamisi
2020 J jnl
A GIS-based DRASTIC Model and an Adjusted DRASTIC Model (DRASTICA) for Groundwater Susceptibility Assessment along the China-Pakistan Economic Corridor (CPEC) Route.
ISPRS Int. J. Geo Inf.
Ahsen Maqsoom, Bilal Aslam, Umer Khalil, Omid Ghorbanzadeh, Hassan Ashraf, Rana Faisal Tufail, Danish Farooq, Thomas Blaschke
2020 J jnl
An Application of Sentinel-1, Sentinel-2, and GNSS Data for Landslide Susceptibility Mapping.
ISPRS Int. J. Geo Inf.
Omid Ghorbanzadeh, Khalil Didehban, Hamid Rasouli, Khalil Valizadeh Kamran, Bakhtiar Feizizadeh, Thomas Blaschke
2020 J jnl
Application of the AHP-BWM Model for Evaluating Driver Behavior Factors Related to Road Safety: A Case Study for Budapest.
Symmetry
Sarbast Moslem, Danish Farooq, Omid Ghorbanzadeh, Thomas Blaschke
2020 J jnl
Comparisons of Diverse Machine Learning Approaches for Wildfire Susceptibility Mapping.
Symmetry
Khalil Gholamnia, Thimmaiah Gudiyangada Nachappa, Omid Ghorbanzadeh, Thomas Blaschke
2020 J jnl
Earthquake Vulnerability Mapping Using Different Hybrid Models.
Symmetry
Peyman Yariyan, Mohammadtaghi Avand, Fariba Soltani, Omid Ghorbanzadeh, Thomas Blaschke
2020 J jnl
Mapping Land Cover and Tree Canopy Cover in Zagros Forests of Iran: Application of Sentinel-2, Google Earth, and Field Data.
Remote. Sens.
Saeedeh Eskandari, Mohammad Reza Jaafari, Patricia Oliva, Omid Ghorbanzadeh, Thomas Blaschke
2020 J jnl
Multi-Hazard Exposure Mapping Using Machine Learning for the State of Salzburg, Austria.
Remote. Sens.
Thimmaiah Gudiyangada Nachappa, Omid Ghorbanzadeh, Khalil Gholamnia, Thomas Blaschke
2020 J jnl
National-Scale Landslide Susceptibility Mapping in Austria Using Fuzzy Best-Worst Multi-Criteria Decision-Making.
ISPRS Int. J. Geo Inf.
Meisam Moharrami, Amin Naboureh, Thimmaiah Gudiyangada Nachappa, Omid Ghorbanzadeh, Xudong Guan, Thomas Blaschke
2019 J jnl
A Comparative Study of Statistics-Based Landslide Susceptibility Models: A Case Study of the Region Affected by the Gorkha Earthquake in Nepal.
ISPRS Int. J. Geo Inf.
Sansar Raj Meena, Omid Ghorbanzadeh, Thomas Blaschke
2019 J jnl
A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia.
Sensors
Hejar Shahabi, Abdollah A. Jarihani, Sepideh Tavakkoli Piralilou, David Chittleborough, Mohammadtaghi Avand, Omid Ghorbanzadeh
2019 J jnl
Application of Probabilistic and Machine Learning Models for Groundwater Potentiality Mapping in Damghan Sedimentary Plain, Iran.
Remote. Sens.
Alireza Arabameri, Jagabandhu Roy, Sunil Saha, Thomas Blaschke, Omid Ghorbanzadeh, Dieu Tien Bui
2019 J jnl
Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection.
Remote. Sens.
Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena, Dirk Tiede, Jagannath Aryal
2019 J jnl
Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas.
Remote. Sens.
Sepideh Tavakkoli Piralilou, Hejar Shahabi, Abdollah A. Jarihani, Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena, Jagannath Aryal
2019 — conf
Optimizing Sample Patches Selection of CNN to Improve the mIOU on Landslide Detection.
GISTAM
Omid Ghorbanzadeh, Thomas Blaschke
2019 J jnl
Spatial Modeling of Snow Avalanche Using Machine Learning Models and Geo-Environmental Factors: Comparison of Effectiveness in Two Mountain Regions.
Remote. Sens.
Omid Rahmati, Omid Ghorbanzadeh, Teimur Teimurian, Farnoush Mohammadi, John P. Tiefenbacher, Fatemeh Falah, Saied Pirasteh, Phuong-Thao Thi Ngo, Dieu Tien Bui
2019 J jnl
Traffic Accident Spatial Simulation Modeling for Planning of Road Emergency Services.
ISPRS Int. J. Geo Inf.
Amin Naboureh, Bakhtiar Feizizadeh, Abbas Naboureh, Jinhu Bian, Thomas Blaschke, Omid Ghorbanzadeh, Meisam Moharrami
2019 J jnl
UAV-Based Slope Failure Detection Using Deep-Learning Convolutional Neural Networks.
Remote. Sens.
Omid Ghorbanzadeh, Sansar Raj Meena, Thomas Blaschke, Jagannath Aryal