Personal information

InSAR, PolSAR image processing, Machine Learning
Canada

Activities

Education and qualifications (1)

Memorial University of Newfoundland: St John's, NL, CA

2015-09-10 to present | PhD (Electrical Engineering)
Education
Source: Self-asserted source
Fariba Mohammadimanesh

Works (28)

A novel spatio-temporal vision transformer model for improving wetland mapping using multi-seasonal sentinel data

Remote Sensing Applications: Society and Environment
2025-01 | Journal article
Contributors: Mohammad Marjani; Fariba Mohammadimanesh; Masoud Mahdianpari; Eric W. Gill
Source: check_circle
Crossref

Comprehensive Landsat-Based Analysis of Long-Term Surface Water Dynamics over Wetlands and Waterbodies in North America

Canadian Journal of Remote Sensing
2024-12-31 | Journal article
Contributors: Mohammadali Hemati; Masoud Mahdianpari; Hodjat Shiri; Fariba Mohammadimanesh
Source: check_circle
Crossref

CVTNet: A Fusion of Convolutional Neural Networks and Vision Transformer for Wetland Mapping Using Sentinel-1 and Sentinel-2 Satellite Data

Remote Sensing
2024-07 | Journal article | Author
Contributors: Mohammad Marjani; Masoud Mahdianpari; Fariba Mohammadimanesh; Eric W. Gill
Source: check_circle
Multidisciplinary Digital Publishing Institute

Wet-ConViT: A Hybrid Convolutional–Transformer Model for Efficient Wetland Classification Using Satellite Data

Remote Sensing
2024-07-22 | Journal article
Contributors: Ali Radman; Fariba Mohammadimanesh; Masoud Mahdianpari
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

CNN-BiLSTM: A Novel Deep Learning Model for Near-Real-Time Daily Wildfire Spread Prediction

Remote Sensing
2024-04-20 | Journal article
Contributors: Mohammad Marjani; Masoud Mahdianpari; Fariba Mohammadimanesh
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Crossref
grade
Preferred source (of 2)‎

Enhancing Wetland Mapping: Integrating Sentinel-1/2, GEDI Data, and Google Earth Engine

Sensors
2024-03-03 | Journal article
Contributors: Hamid Jafarzadeh; Masoud Mahdianpari; Eric W. Gill; Fariba Mohammadimanesh
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

3-D Hybrid CNN Combined With 3-D Generative Adversarial Network for Wetland Classification With Limited Training Data

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2022 | Journal article
Contributors: Ali Jamali; Masoud Mahdianpari; Fariba Mohammadimanesh; Brian Brisco; Bahram Salehi
Source: check_circle
Crossref

PolSAR Image Classification Based on Deep Convolutional Neural Networks Using Wavelet Transformation

IEEE Geoscience and Remote Sensing Letters
2022 | Journal article
Contributors: Ali Jamali; Masoud Mahdianpari; Fariba Mohammadimanesh; Avik Bhattacharya; Saeid Homayouni
Source: check_circle
Crossref

WetNet: A Spatial–Temporal Ensemble Deep Learning Model for Wetland Classification Using Sentinel-1 and Sentinel-2

IEEE Transactions on Geoscience and Remote Sensing
2022 | Journal article
Contributors: Benyamin Hosseiny; Masoud Mahdianpari; Brian Brisco; Fariba Mohammadimanesh; Bahram Salehi
Source: check_circle
Crossref

Dual-Branch Fusion of Convolutional Neural Network and Graph Convolutional Network for PolSAR Image Classification

Remote Sensing
2022-12-23 | Journal article
Contributors: Ali Radman; Masoud Mahdianpari; Brian Brisco; Bahram Salehi; Fariba Mohammadimanesh
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

The Third Generation of Pan-Canadian Wetland Map at 10 m Resolution Using Multisource Earth Observation Data on Cloud Computing Platform

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2021 | Journal article
Contributors: Masoud Mahdianpari; Brian Brisco; Jean Granger; Fariba Mohammadimanesh; Bahram Salehi; Saeid Homayouni; Laura Bourgeau-Chavez
Source: check_circle
Crossref

Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data

GIScience & Remote Sensing
2021-10-03 | Journal article
Contributors: Ali Jamali; Masoud Mahdianpari; Brian Brisco; Jean Granger; Fariba Mohammadimanesh; Bahram Salehi
Source: check_circle
Crossref

Oil spill detection from Synthetic Aperture Radar Earth observations: a meta-analysis and comprehensive review

GIScience & Remote Sensing
2021-10-03 | Journal article
Contributors: Hamid Jafarzadeh; Masoud Mahdianpari; Saeid Homayouni; Fariba Mohammadimanesh; Mohammed Dabboor
Source: check_circle
Crossref

Wetland Mapping Using Multi-Spectral Satellite Imagery and Deep Convolutional Neural Networks: A Case Study in Newfoundland and Labrador, Canada

Canadian Journal of Remote Sensing
2021-03-04 | Journal article
Contributors: Ali Jamali; Masoud Mahdianpari; Brian Brisco; Jean Granger; Fariba Mohammadimanesh; Bahram Salehi
Source: check_circle
Crossref

A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland

GIScience & Remote Sensing
2020-11-16 | Journal article
Contributors: M. Mahdianpari; H. Jafarzadeh; J. E. Granger; F. Mohammadimanesh; B. Brisco; B. Salehi; S. Homayouni; Q. Weng
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Crossref

The Second Generation Canadian Wetland Inventory Map at 10 Meters Resolution Using Google Earth Engine

Canadian Journal of Remote Sensing
2020-05-03 | Journal article
Contributors: Masoud Mahdianpari; Brian Brisco; Jean Elizabeth Granger; Fariba Mohammadimanesh; Bahram Salehi; Sarah Banks; Saeid Homayouni; Laura Bourgeau-Chavez; Qihao Weng
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Crossref

Big Data for a Big Country: The First Generation of Canadian Wetland Inventory Map at a Spatial Resolution of 10-m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform

Canadian Journal of Remote Sensing
2020-01-02 | Journal article
Contributors: Masoud Mahdianpari; Bahram Salehi; Fariba Mohammadimanesh; Brian Brisco; Saeid Homayouni; Eric Gill; Evan R. DeLancey; Laura Bourgeau-Chavez
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Crossref

A new fully convolutional neural network for semantic segmentation of polarimetric SAR imagery in complex land cover ecosystem

ISPRS Journal of Photogrammetry and Remote Sensing
2019-05 | Journal article
Contributors: Fariba Mohammadimanesh; Bahram Salehi; Masoud Mahdianpari; Eric Gill; Matthieu Molinier
Source: check_circle
Crossref

Monitoring surface changes in discontinuous permafrost terrain using small baseline SAR interferometry, object-based classification, and geological features: a case study from Mayo, Yukon Territory, Canada

GIScience & Remote Sensing
2019-05-19 | Journal article
Contributors: Fariba Mohammadimanesh; Bahram Salehi; Masoud Mahdianpari; Jerry English; Joseph Chamberland; Pierre-Jean Alasset
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Crossref

Full and Simulated Compact Polarimetry SAR Responses to Canadian Wetlands: Separability Analysis and Classification

Remote Sensing
2019-03 | Journal article | Author
Contributors: Fariba Mohammadimanesh; Bahram Salehi; Masoud Mahdianpari; Brian Brisco; Eric Gill
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Fisher Linear Discriminant Analysis of coherency matrix for wetland classification using PolSAR imagery

Remote Sensing of Environment
2018 | Journal article
Source: Self-asserted source
Fariba Mohammadimanesh

Multi-temporal, multi-frequency, and multi-polarization coherence and SAR backscatter analysis of wetlands

ISPRS Journal of Photogrammetry and Remote Sensing
2018 | Journal article
Source: Self-asserted source
Fariba Mohammadimanesh

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 Sensing
2018-12 | Journal article | Author
Contributors: Masoud Mahdianpari; Bahram Salehi; Fariba Mohammadimanesh; Saeid Homayouni; Eric Gill
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery

Remote Sensing
2018-07 | Journal article
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Wetland Water Level Monitoring Using Interferometric Synthetic Aperture Radar (InSAR): A Review

Canadian Journal of Remote Sensing
2018-07-04 | Journal article
Contributors: Fariba Mohammadimanesh; Bahram Salehi; Masoud Mahdianpari; Brian Brisco; Mahdi Motagh
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Crossref

An Assessment of Simulated Compact Polarimetric SAR Data for Wetland Classification Using Random Forest Algorithm

Canadian Journal of Remote Sensing
2017 | Journal article
Source: Self-asserted source
Fariba Mohammadimanesh

Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery

ISPRS Journal of Photogrammetry and Remote Sensing
2017 | Journal article
Source: Self-asserted source
Fariba Mohammadimanesh

The Effect of PolSAR Image De-speckling on Wetland Classification: Introducing a New Adaptive Method

Canadian Journal of Remote Sensing
2017 | Journal article
Source: Self-asserted source
Fariba Mohammadimanesh