Fariba Mohammadimanesh

40 papers C 9Journal 31

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Large Scale Land Cover Mapping in Ontario, Canada, Using a Deep Learning Framework. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Fariba Mohammadimanesh
2024	J	`jnl`	Application of Explainable Artificial Intelligence in Predicting Wildfire Spread: An ASPP-Enabled CNN Approach. IEEE Geosci. Remote. Sens. Lett. Mohammad Marjani, Masoud MahdianPari, Seyed Ali Ahmadi, Emadoddin Hemmati, Fariba Mohammadimanesh, Mohammad Saadi Mesgari
2024	J	`jnl`	Beyond Supervised Learning in Remote Sensing: A Systematic Review of Deep Learning Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Benyamin Hosseiny, Masoud MahdianPari, MohammadAli Hemati, Ali Radman, Fariba Mohammadimanesh, Jocelyn Chanussot
2024	J	`jnl`	CNN-BiLSTM: A Novel Deep Learning Model for Near-Real-Time Daily Wildfire Spread Prediction. Remote. Sens. Mohammad Marjani, Masoud MahdianPari, Fariba Mohammadimanesh
2024	J	`jnl`	CVTNet: A Fusion of Convolutional Neural Networks and Vision Transformer for Wetland Mapping Using Sentinel-1 and Sentinel-2 Satellite Data. Remote. Sens. Mohammad Marjani, Masoud MahdianPari, Fariba Mohammadimanesh, Eric W. Gill
2024	J	`jnl`	Enhancing Wetland Mapping: Integrating Sentinel-1/2, GEDI Data, and Google Earth Engine. Sensors Hamid Jafarzadeh, Masoud MahdianPari, Eric W. Gill, Fariba Mohammadimanesh
2024	J	`jnl`	Integrating SAR and Optical Data for Aboveground Biomass Estimation of Coastal Wetlands Using Machine Learning: Multi-Scale Approach. Remote. Sens. MohammadAli Hemati, Masoud MahdianPari, Hodjat Shiri, Fariba Mohammadimanesh
2024	J	`jnl`	Wet-ConViT: A Hybrid Convolutional-Transformer Model for Efficient Wetland Classification Using Satellite Data. Remote. Sens. Ali Radman, Fariba Mohammadimanesh, Masoud MahdianPari
2023	J	`jnl`	Dual-Branch Fusion of Convolutional Neural Network and Graph Convolutional Network for PolSAR Image Classification. Remote. Sens. Ali Radman, Masoud MahdianPari, Brian Brisco, Bahram Salehi, Fariba Mohammadimanesh
2022	J	`jnl`	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. Ali Jamali, Masoud MahdianPari, Fariba Mohammadimanesh, Brian Brisco, Bahram Salehi
2022	J	`jnl`	3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer. Ecol. Informatics Ali Jamali, Masoud MahdianPari, Brian Brisco, Dehua Mao, Bahram Salehi, Fariba Mohammadimanesh
2022	C	`conf`	A Desktop-Based Methodology for Collecting Wetland Reference data over Inaccessible Arctic Landscapes. IGARSS Michael Allan Merchant, Brian Brisco, Masoud MahdianPari, Jean Granger, Fariba Mohammadimanesh, Ben DeVries, Aaron Berg
2022	J	`jnl`	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 Ali Jamali, Masoud MahdianPari, Fariba Mohammadimanesh, Saeid Homayouni
2022	C	`conf`	Iranian Wetland Hydroperiod Change Detection Using an Unsupervised Method on 20 Years of Landsat Data Within the Google Earth Engine. IGARSS MohammadAli Hemati, Masoud MahdianPari, Mahdi Hasanlou, Fariba Mohammadimanesh
2022	J	`jnl`	PolSAR Image Classification Based on Deep Convolutional Neural Networks Using Wavelet Transformation. IEEE Geosci. Remote. Sens. Lett. Ali Jamali, Masoud MahdianPari, Fariba Mohammadimanesh, Avik Bhattacharya, Saeid Homayouni
2022	J	`jnl`	Remote Sensing and Machine Learning Tools to Support Wetland Monitoring: A Meta-Analysis of Three Decades of Research. Remote. Sens. Hamid Jafarzadeh, Masoud MahdianPari, Eric W. Gill, Brian Brisco, Fariba Mohammadimanesh
2022	C	`conf`	Results Update on the Performance of the Radarsat Constellation Mission. IGARSS Mohammed Dabboor, Ian Olthof, Masoud MahdianPari, Fariba Mohammadimanesh, Mohammed Shokr, Brian Brisco, Saeid Homayouni
2022	J	`jnl`	The RADARSAT Constellation Mission Core Applications: First Results. Remote. Sens. Mohammed Dabboor, Ian Olthof, Masoud MahdianPari, Fariba Mohammadimanesh, Mohammed Shokr, Brian Brisco, Saeid Homayouni
2022	J	`jnl`	WetNet: A Spatial-Temporal Ensemble Deep Learning Model for Wetland Classification Using Sentinel-1 and Sentinel-2. IEEE Trans. Geosci. Remote. Sens. Benyamin Hosseiny, Masoud MahdianPari, Brian Brisco, Fariba Mohammadimanesh, Bahram Salehi
2022	C	`conf`	Wetland Classification with Swin Transformer Using Sentinel-1 and Sentinel-2 Data. IGARSS Ali Jamali, Fariba Mohammadimanesh, Masoud MahdianPari
2021	J	`jnl`	A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hamid Ghanbari, Masoud MahdianPari, Saeid Homayouni, Fariba Mohammadimanesh
2021	J	`jnl`	A Meta-Analysis on Harmful Algal Bloom (HAB) Detection and Monitoring: A Remote Sensing Perspective. Remote. Sens. Rabia Munsaf Khan, Bahram Salehi, Masoud MahdianPari, Fariba Mohammadimanesh, Giorgos Mountrakis, Lindi J. Quackenbush
2021	J	`jnl`	A Systematic Review of Landsat Data for Change Detection Applications: 50 Years of Monitoring the Earth. Remote. Sens. MohammadAli Hemati, Mahdi Hasanlou, Masoud MahdianPari, Fariba Mohammadimanesh
2021	J	`jnl`	Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation. Remote. Sens. Hamid Jafarzadeh, Masoud MahdianPari, Eric Gill, Fariba Mohammadimanesh, Saeid Homayouni
2021	J	`jnl`	Comparing Solo Versus Ensemble Convolutional Neural Networks for Wetland Classification Using Multi-Spectral Satellite Imagery. Remote. Sens. Ali Jamali, Masoud MahdianPari, Brian Brisco, Jean Granger, Fariba Mohammadimanesh, Bahram Salehi
2021	C	`conf`	Monitoring of 30 Years Wetland Changes in Newfoundland, Canada. IGARSS Masoud MahdianPari, Hamid Jafarzadeh, Jean Granger, Fariba Mohammadimanesh, Brian Brisco, Bahram Salehi, Saeid Homayouni, Qihao Weng
2021	J	`jnl`	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. Masoud MahdianPari, Brian Brisco, Jean Granger, Fariba Mohammadimanesh, Bahram Salehi, Saeid Homayouni, Laura L. Bourgeau-Chavez
2021	C	`conf`	Wetland Mapping of Northern Provinces of Iran Using Sentinel-1 and Sentinel-2 in Google Earth Engine. IGARSS MohammadAli Hemati, Mahdi Hasanlou, Masoud MahdianPari, Fariba Mohammadimanesh
2020	J	`jnl`	Hybrid Compact Polarimetric SAR for Environmental Monitoring with the RADARSAT Constellation Mission. Remote. Sens. Brian Brisco, Masoud MahdianPari, Fariba Mohammadimanesh
2020	J	`jnl`	Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America. Remote. Sens. Masoud MahdianPari, Jean Granger, Fariba Mohammadimanesh, Bahram Salehi, Brian Brisco, Saeid Homayouni, Eric Gill, Brian Huberty, Megan Lang
2020	J	`jnl`	Meta-analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-environmental Monitoring Using Machine Learning and Statistical Models. Remote. Sens. Roghieh Eskandari, Masoud MahdianPari, Fariba Mohammadimanesh, Bahram Salehi, Brian Brisco, Saeid Homayouni
2020	J	`jnl`	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. Mohammadreza Sheykhmousa, Masoud MahdianPari, Hamid Ghanbari, Fariba Mohammadimanesh, Pedram Ghamisi, Saeid Homayouni
2019	J	`jnl`	Full and Simulated Compact Polarimetry SAR Responses to Canadian Wetlands: Separability Analysis and Classification. Remote. Sens. Fariba Mohammadimanesh, Bahram Salehi, Masoud MahdianPari, Brian Brisco, Eric Gill
2019	J	`jnl`	Mid-season Crop Classification Using Dual-, Compact-, and Full-Polarization in Preparation for the Radarsat Constellation Mission (RCM). Remote. Sens. Masoud MahdianPari, Fariba Mohammadimanesh, Heather McNairn, Andrew A. Davidson, Mohammad Rezaee, Bahram Salehi, Saeid Homayouni
2019	J	`jnl`	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. Masoud MahdianPari, Bahram Salehi, Fariba Mohammadimanesh, Saeid Homayouni, Eric Gill
2018	C	`conf`	A New Hierarchical Object-Based Classification Algorithm for Wetland Mapping in Newfoundland, Canada. IGARSS Fariba Mohammadimanesh, Bahram Salehi, Masoud MahdianPari, Mahdi Motagh
2018	J	`jnl`	An efficient feature optimization for wetland mapping by synergistic use of SAR intensity, interferometry, and polarimetry data. Int. J. Appl. Earth Obs. Geoinformation Fariba Mohammadimanesh, Bahram Salehi, Masoud MahdianPari, Mahdi Motagh, Brian Brisco
2018	J	`jnl`	Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery. Remote. Sens. Masoud MahdianPari, Bahram Salehi, Mohammad Rezaee, Fariba Mohammadimanesh, Yun Zhang
2017	C	`conf`	A new speckle reduction algorithm of polsar images based on a combined Gaussian random field model and wavelet edge detection approach. IGARSS Masoud MahdianPari, Bahram Salehi, Fariba Mohammadimanesh
2017	C	`conf`	X-band interferometric sar observations for wetland water level monitoring in newfoundland and labrador. IGARSS Fariba Mohammadimanesh, Bahram Salehi, Masoud MahdianPari, Mahdi Motagh