Masoud MahdianPari

73 papers C 21Journal 50Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Review of Vision-Based Pothole Detection Methods Using Computer Vision and Machine Learning. Sensors Yashar Safyari, Masoud MahdianPari, Hodjat Shiri
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`	Compact-Polarimetric SAR Signature Analysis for Wetland Characterization Using RADARSAT Constellation Mission. IEEE Trans. Geosci. Remote. Sens. Hamid Jafarzadeh, Abhinav Verma, Masoud MahdianPari, Eric W. Gill, Avik Bhattacharya, Saeid Homayouni
2024	J	`jnl`	Enhanced Crop Discrimination and Monitoring Using Compact-Polarimetric SAR Signature Analysis From RADARSAT Constellation Mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hamid Jafarzadeh, Abhinav Verma, Masoud MahdianPari, Avik Bhattacharya, Saeid Homayouni
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	C	`conf`	Global vs Local Random Forest Model for Water Quality Monitoring: Assessment in Finger Lakes Using Sentinel-2 Imagery and Gloria Dataset. IGARSS Rabia Munsaf Khan, Bahram Salehi, Milad Niroumand Jadidi, Masoud MahdianPari
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`	Mapping Water Clarity in Small Oligotrophic Lakes Using Sentinel-2 Imagery and Machine Learning Methods: A Case Study of Canandaigua Lake in Finger Lakes, New York. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Rabia Munsaf Khan, Bahram Salehi, Milad Niroumand Jadidi, Masoud MahdianPari
2024	J	`jnl`	State-wide forest canopy height and aboveground biomass map for New York with 10 m resolution, integrating GEDI, Sentinel-1, and Sentinel-2 data. Ecol. Informatics Haifa Tamiminia, Bahram Salehi, Masoud MahdianPari, Tristan Goulden
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	C	`conf`	Crop Discrimination and Mapping Using Multi-Temporal RCM Compact Polarimetry SAR Data. IGARSS Hamid Jafarzadeh, Masoud MahdianPari, Abhinav Verma, Avik Bhattacharya, Saeid Homayouni
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
2023	J	`jnl`	FirePred: A hybrid multi-temporal convolutional neural network model for wildfire spread prediction. Ecol. Informatics Mohammad Marjani, Seyed Ali Ahmadi, Masoud MahdianPari
2023	C	`conf`	Gedi and Sentinel-2 Integration for Mapping Complex Wetlands. IGARSS Sarina Adeli, Lindi J. Quackenbush, Bahram Salehi, Masoud MahdianPari
2023	C	`conf`	Generating A 10 M Resolution Canopy Height Model Of New York State Using Gedi And Sentinel-2 Data. IGARSS Haifa Tamiminia, Bahram Salehi, Masoud MahdianPari
2023	J	`jnl`	Leveraging google earth engine cloud computing for large-scale arctic wetland mapping. Int. J. Appl. Earth Obs. Geoinformation Michael Allan Merchant, Brian Brisco, Masoud MahdianPari, Laura L. Bourgeau-Chavez, Kevin Murnaghan, Ben DeVries, Aaron Berg
2023	C	`conf`	Quantification and Mapping of Water Clarity for Freshwater Lakes Using Sentinel-2 Data and Random Forest Regression Model: Application on Finger Lakes, New York. IGARSS Rabia Munsaf Khan, Bahram Salehi, Milad Niroumand Jadidi, Masoud MahdianPari
2023	J	`jnl`	Rapid Large-Scale Wetland Inventory Update Using Multi-Source Remote Sensing. Remote. Sens. Victor Igwe, Bahram Salehi, Masoud MahdianPari
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 Meta-Analysis of Remote Sensing Technologies and Methodologies for Crop Characterization. Remote. Sens. Hazhir Bahrami, Heather McNairn, Masoud MahdianPari, Saeid Homayouni
2022	J	`jnl`	A Meta-Analysis of Sea Ice Monitoring Using Spaceborne Polarimetric SAR: Advances in the Last Decade. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hangyu Lyu, Weimin Huang, Masoud MahdianPari
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	J	`jnl`	Eastern Arctic Sea Ice Sensing: First Results from the RADARSAT Constellation Mission Data. Remote. Sens. Hangyu Lyu, Weimin Huang, Masoud MahdianPari
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	C	`conf`	Machine Learning Methods for Water Quality Monitoring Over Finger Lakes Using Sentinel-2. IGARSS Rabia Munsaf Khan, Bahram Salehi, Masoud MahdianPari
2022	J	`jnl`	Mapping Two Decades of New York State Forest Aboveground Biomass Change Using Remote Sensing. Remote. Sens. Haifa Tamiminia, Bahram Salehi, Masoud MahdianPari, Colin M. Beier, Lucas K. Johnson
2022	—	`conf`	NFNet Based Sea Ice Classification From RADARSAT Constellation Mission Data. Agro-Geoinformatics Hangyu Lyu, Weimin Huang, Masoud MahdianPari
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`	SAR Despeckling Based on CNN and Bayesian Estimator in Complex Wavelet Domain. IEEE Geosci. Remote. Sens. Lett. Ramin Farhadiani, Saeid Homayouni, Avik Bhattacharya, Masoud MahdianPari
2022	J	`jnl`	Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification Using Sentinel-1, Sentinel-2, and LiDAR Data. Remote. Sens. Ali Jamali, Masoud MahdianPari
2022	J	`jnl`	TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric Change Detection Using Transfer Learning. Remote. Sens. Rezvan Habibollahi, Seyd Teymoor Seydi, Mahdi Hasanlou, Masoud MahdianPari
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`	Wet-GC: A Novel Multimodel Graph Convolutional Approach for Wetland Classification Using Sentinel-1 and 2 Imagery With Limited Training Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hamid Jafarzadeh, Masoud MahdianPari, Eric W. Gill
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
2022	C	`conf`	Wetland Mapping by Jointly Use of Convolutional Neural Network and Graph Convolutional Network. IGARSS Hamid Jafarzadeh, Masoud MahdianPari, Eric Gill
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`	Assessing the Impacts of Rising Sea Level on Coastal Morpho-Dynamics with Automated High-Frequency Shoreline Mapping Using Multi-Sensor Optical Satellites. Remote. Sens. Naheem Adebisi, Abdul-Lateef Balogun, Masoud MahdianPari, Teh Hee Min
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`	Ensemble Learning for Crop Monitoring from Multitemporal Optical and Synthetic Aperture Radar Earth Observations. IGARSS Hazhir Bahrami, Saeid Homayouni, Masoud MahdianPari, Abdolreza Safari
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	C	`conf`	Random Forest Outperformed Convolutional Neural Networks for Shrub Willow Above Ground Biomass Estimation Using Multi-Spectral UAS Imagery. IGARSS Haifa Tamiminia, Bahram Salehi, Masoud MahdianPari, Colin M. Beier, Daniel J. Klimkowski, Timothy A. Volk
2021	—	`conf`	Sea Ice Detection From the RADARSAT Constellation Mission Experiment Data. CCECE Hangyu Lyu, Weimin Huang, Masoud MahdianPari
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`	Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada. Remote. Sens. Evan R. DeLancey, John F. Simms, Masoud MahdianPari, Brian Brisco, Craig Mahoney, Jahan Kariyeva
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
2020	J	`jnl`	Wetland Monitoring Using SAR Data: A Meta-Analysis and Comprehensive Review. Remote. Sens. Sarina Adeli, Bahram Salehi, Masoud MahdianPari, Lindi J. Quackenbush, Brian Brisco, Haifa Tamiminia, Stephen Shaw
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`	Deep Convolutional Neural Network for Complex Wetland Classification Using Optical Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mohammad Rezaee, Masoud MahdianPari, Yun Zhang, Bahram Salehi
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
2018	C	`conf`	Wetland Classification Using Deep Convolutional Neural Network. IGARSS Masoud MahdianPari, Mohammad Rezaee, Yun Zhang, Bahram Salehi
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
2012	C	`conf`	Speckle reduction and restoration of synthetic aperture radar data with an adoptive Markov random field model. IGARSS Masoud MahdianPari, Mahdi Motagh, Vahid Akbari
2012	C	`conf`	Speckle reduction of SAR images using curvelet and wavelet transforms based on spatial features characteristics. IGARSS Mohammad Alioghli Fazel, Saeid Homayouni, Vahid Akbari, Masoud MahdianPari