Fariba Mohammadimanesh

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 39

Top Topics

Systematic Review

Convolutional Neural Networks

Top Venues

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

IEEE Geosci. Remote. Sens. Lett.

Publications

MohammadAli Hemati, Masoud MahdianPari, Hodjat Shiri, Fariba Mohammadimanesh
Integrating SAR and Optical Data for Aboveground Biomass Estimation of Coastal Wetlands Using Machine Learning: Multi-Scale Approach. Remote. Sens. 16 (5) (2024)
Mohammad Marjani, Masoud MahdianPari, Fariba Mohammadimanesh
CNN-BiLSTM: A Novel Deep Learning Model for Near-Real-Time Daily Wildfire Spread Prediction. Remote. Sens. 16 (8) (2024)
Mohammad Marjani, Masoud MahdianPari, Seyed Ali Ahmadi, Emadoddin Hemmati, Fariba Mohammadimanesh, Mohammad Saadi Mesgari
Application of Explainable Artificial Intelligence in Predicting Wildfire Spread: An ASPP-Enabled CNN Approach. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Benyamin Hosseiny, Masoud MahdianPari, MohammadAli Hemati, Ali Radman, Fariba Mohammadimanesh, Jocelyn Chanussot
Beyond Supervised Learning in Remote Sensing: A Systematic Review of Deep Learning Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Mohammad Marjani, Masoud MahdianPari, Fariba Mohammadimanesh, Eric W. Gill
CVTNet: A Fusion of Convolutional Neural Networks and Vision Transformer for Wetland Mapping Using Sentinel-1 and Sentinel-2 Satellite Data. Remote. Sens. 16 (13) (2024)
Ali Radman, Fariba Mohammadimanesh, Masoud MahdianPari
Wet-ConViT: A Hybrid Convolutional-Transformer Model for Efficient Wetland Classification Using Satellite Data. Remote. Sens. 16 (14) (2024)
Hamid Jafarzadeh, Masoud MahdianPari, Eric W. Gill, Fariba Mohammadimanesh
Enhancing Wetland Mapping: Integrating Sentinel-1/2, GEDI Data, and Google Earth Engine. Sensors 24 (5) (2024)
Ali Radman, Masoud MahdianPari, Brian Brisco, Bahram Salehi, Fariba Mohammadimanesh
Dual-Branch Fusion of Convolutional Neural Network and Graph Convolutional Network for PolSAR Image Classification. Remote. Sens. 15 (1) (2023)
Ali Jamali, Fariba Mohammadimanesh, Masoud MahdianPari
Wetland Classification with Swin Transformer Using Sentinel-1 and Sentinel-2 Data. IGARSS (2022)
Benyamin Hosseiny, Masoud MahdianPari, Brian Brisco, Fariba Mohammadimanesh, Bahram Salehi
WetNet: A Spatial-Temporal Ensemble Deep Learning Model for Wetland Classification Using Sentinel-1 and Sentinel-2. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ali Jamali, Masoud MahdianPari, Brian Brisco, Dehua Mao, Bahram Salehi, Fariba Mohammadimanesh
3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer. Ecol. Informatics 72 (2022)
Hamid Jafarzadeh, Masoud MahdianPari, Eric W. Gill, Brian Brisco, Fariba Mohammadimanesh
Remote Sensing and Machine Learning Tools to Support Wetland Monitoring: A Meta-Analysis of Three Decades of Research. Remote. Sens. 14 (23) (2022)
Mohammed Dabboor, Ian Olthof, Masoud MahdianPari, Fariba Mohammadimanesh, Mohammed Shokr, Brian Brisco, Saeid Homayouni
The RADARSAT Constellation Mission Core Applications: First Results. Remote. Sens. 14 (2) (2022)
Ali Jamali, Masoud MahdianPari, Fariba Mohammadimanesh, Brian Brisco, Bahram Salehi
3-D Hybrid CNN Combined With 3-D Generative Adversarial Network for Wetland Classification With Limited Training Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Ali Jamali, Masoud MahdianPari, Fariba Mohammadimanesh, Avik Bhattacharya, Saeid Homayouni
PolSAR Image Classification Based on Deep Convolutional Neural Networks Using Wavelet Transformation. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Michael A. Merchant, Brian Brisco, Masoud MahdianPari, Jean Granger, Fariba Mohammadimanesh, Ben DeVries, Aaron Berg
A Desktop-Based Methodology for Collecting Wetland Reference data over Inaccessible Arctic Landscapes. IGARSS (2022)
Mohammed Dabboor, Ian Olthof, Masoud MahdianPari, Fariba Mohammadimanesh, Mohammed Shokr, Brian Brisco, Saeid Homayouni
Results Update on the Performance of the Radarsat Constellation Mission. IGARSS (2022)
Ali Jamali, Masoud MahdianPari, Fariba Mohammadimanesh, Saeid Homayouni
A deep learning framework based on generative adversarial networks and vision transformer for complex wetland classification using limited training samples. Int. J. Appl. Earth Obs. Geoinformation 115 (2022)
MohammadAli Hemati, Masoud MahdianPari, Mahdi Hasanlou, Fariba Mohammadimanesh
Iranian Wetland Hydroperiod Change Detection Using an Unsupervised Method on 20 Years of Landsat Data Within the Google Earth Engine. IGARSS (2022)
MohammadAli Hemati, Mahdi Hasanlou, Masoud MahdianPari, Fariba Mohammadimanesh
A Systematic Review of Landsat Data for Change Detection Applications: 50 Years of Monitoring the Earth. Remote. Sens. 13 (15) (2021)
Ali Jamali, Masoud MahdianPari, Brian Brisco, Jean Granger, Fariba Mohammadimanesh, Bahram Salehi
Comparing Solo Versus Ensemble Convolutional Neural Networks for Wetland Classification Using Multi-Spectral Satellite Imagery. Remote. Sens. 13 (11) (2021)
Masoud MahdianPari, Brian Brisco, Jean Granger, Fariba Mohammadimanesh, Bahram Salehi, Saeid Homayouni, Laura L. Bourgeau-Chavez
The Third Generation of Pan-Canadian Wetland Map at 10 m Resolution Using Multisource Earth Observation Data on Cloud Computing Platform. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Masoud MahdianPari, Hamid Jafarzadeh, Jean Granger, Fariba Mohammadimanesh, Brian Brisco, Bahram Salehi, Saeid Homayouni, Qihao Weng
Monitoring of 30 Years Wetland Changes in Newfoundland, Canada. IGARSS (2021)
Hamid Jafarzadeh, Masoud MahdianPari, Eric Gill, Fariba Mohammadimanesh, Saeid Homayouni
Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation. Remote. Sens. 13 (21) (2021)
Hamid Ghanbari, Masoud MahdianPari, Saeid Homayouni, Fariba Mohammadimanesh
A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
MohammadAli Hemati, Mahdi Hasanlou, Masoud MahdianPari, Fariba Mohammadimanesh
Wetland Mapping of Northern Provinces of Iran Using Sentinel-1 and Sentinel-2 in Google Earth Engine. IGARSS (2021)
Rabia Munsaf Khan, Bahram Salehi, Masoud MahdianPari, Fariba Mohammadimanesh, Giorgos Mountrakis, Lindi J. Quackenbush
A Meta-Analysis on Harmful Algal Bloom (HAB) Detection and Monitoring: A Remote Sensing Perspective. Remote. Sens. 13 (21) (2021)
Masoud MahdianPari, Jean Granger, Fariba Mohammadimanesh, Bahram Salehi, Brian Brisco, Saeid Homayouni, Eric Gill, Brian Huberty, Megan Lang
Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America. Remote. Sens. 12 (11) (2020)
Mohammadreza Sheykhmousa, Masoud MahdianPari, Hamid Ghanbari, Fariba Mohammadimanesh, Pedram Ghamisi, Saeid Homayouni
Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Brian Brisco, Masoud MahdianPari, Fariba Mohammadimanesh
Hybrid Compact Polarimetric SAR for Environmental Monitoring with the RADARSAT Constellation Mission. Remote. Sens. 12 (20) (2020)
Roghieh Eskandari, Masoud MahdianPari, Fariba Mohammadimanesh, Bahram Salehi, Brian Brisco, Saeid Homayouni
Meta-analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-environmental Monitoring Using Machine Learning and Statistical Models. Remote. Sens. 12 (21) (2020)
Fariba Mohammadimanesh, Bahram Salehi, Masoud MahdianPari, Brian Brisco, Eric Gill
Full and Simulated Compact Polarimetry SAR Responses to Canadian Wetlands: Separability Analysis and Classification. Remote. Sens. 11 (5) (2019)
Masoud MahdianPari, Fariba Mohammadimanesh, Heather McNairn, Andrew A. Davidson, Mohammad Rezaee, Bahram Salehi, Saeid Homayouni
Mid-season Crop Classification Using Dual-, Compact-, and Full-Polarization in Preparation for the Radarsat Constellation Mission (RCM). Remote. Sens. 11 (13) (2019)
Masoud MahdianPari, Bahram Salehi, Fariba Mohammadimanesh, Saeid Homayouni, Eric Gill
The First Wetland Inventory Map of Newfoundland at a Spatial Resolution of 10 m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform. Remote. Sens. 11 (1) (2019)
Masoud MahdianPari, Bahram Salehi, Mohammad Rezaee, Fariba Mohammadimanesh, Yun Zhang
Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery. Remote. Sens. 10 (7) (2018)
Fariba Mohammadimanesh, Bahram Salehi, Masoud MahdianPari, Mahdi Motagh, Brian Brisco
An efficient feature optimization for wetland mapping by synergistic use of SAR intensity, interferometry, and polarimetry data. Int. J. Appl. Earth Obs. Geoinformation 73 (2018)
Fariba Mohammadimanesh, Bahram Salehi, Masoud MahdianPari, Mahdi Motagh
A New Hierarchical Object-Based Classification Algorithm for Wetland Mapping in Newfoundland, Canada. IGARSS (2018)
Fariba Mohammadimanesh, Bahram Salehi, Masoud MahdianPari, Mahdi Motagh
X-band interferometric sar observations for wetland water level monitoring in newfoundland and labrador. IGARSS (2017)
Masoud MahdianPari, Bahram Salehi, Fariba Mohammadimanesh
A new speckle reduction algorithm of polsar images based on a combined Gaussian random field model and wavelet edge detection approach. IGARSS (2017)