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ORCIDMasoud MahdianPari
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2020 – today
- 2024
[j50]Haifa Tamiminia, Bahram Salehi, Masoud MahdianPari, Tristan Goulden
:
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 79: 102404 (2024)- [j49]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: 1-5 (2024) - [j48]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): 831 (2024) - [j47]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): 1467 (2024) - [j46]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): 2427 (2024) - [j45]Ali Radman, Fariba Mohammadimanesh, Masoud MahdianPari:
Wet-ConViT: A Hybrid Convolutional-Transformer Model for Efficient Wetland Classification Using Satellite Data. Remote. Sens. 16(14): 2673 (2024) - [j44]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): 1651 (2024) - [j43]Yashar Safyari, Masoud MahdianPari, Hodjat Shiri:
A Review of Vision-Based Pothole Detection Methods Using Computer Vision and Machine Learning. Sensors 24(17): 5652 (2024) - [j42]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: 1035-1052 (2024) - [j41]Rabia Munsaf Khan, Bahram Salehi, Milad Niroumand Jadidi, Masoud MahdianPari:
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. 17: 4674-4688 (2024) - [j40]Hamid Jafarzadeh, Abhinav Verma, Masoud MahdianPari, Avik Bhattacharya, Saeid Homayouni:
Enhanced Crop Discrimination and Monitoring Using Compact-Polarimetric SAR Signature Analysis From RADARSAT Constellation Mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 6308-6327 (2024) - [j39]Hamid Jafarzadeh, Abhinav Verma, Masoud MahdianPari, Eric W. Gill, Avik Bhattacharya, Saeid Homayouni:
Compact-Polarimetric SAR Signature Analysis for Wetland Characterization Using RADARSAT Constellation Mission. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [c23]Rabia Munsaf Khan, Bahram Salehi, Milad Niroumand Jadidi, Masoud MahdianPari:
Global vs Local Random Forest Model for Water Quality Monitoring: Assessment in Finger Lakes Using Sentinel-2 Imagery and Gloria Dataset. IGARSS 2024: 4389-4392 - 2023
- [j38]Michael Allan Merchant, Brian Brisco, Masoud MahdianPari, Laura L. Bourgeau-Chavez, Kevin Murnaghan, Ben DeVries, Aaron Berg:
Leveraging google earth engine cloud computing for large-scale arctic wetland mapping. Int. J. Appl. Earth Obs. Geoinformation 125: 103589 (2023) - [j37]Mohammad Marjani, Seyed Ali Ahmadi, Masoud MahdianPari:
FirePred: A hybrid multi-temporal convolutional neural network model for wildfire spread prediction. Ecol. Informatics 78: 102282 (2023) - [j36]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): 75 (2023) - [j35]Victor Igwe, Bahram Salehi, Masoud MahdianPari:
Rapid Large-Scale Wetland Inventory Update Using Multi-Source Remote Sensing. Remote. Sens. 15(20): 4960 (2023) - [c22]Rabia Munsaf Khan, Bahram Salehi, Milad Niroumand Jadidi, Masoud MahdianPari:
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 2023: 2890-2893 - [c21]Haifa Tamiminia, Bahram Salehi, Masoud MahdianPari:
Generating A 10 M Resolution Canopy Height Model Of New York State Using Gedi And Sentinel-2 Data. IGARSS 2023: 3141-3144 - [c20]Sarina Adeli, Lindi J. Quackenbush, Bahram Salehi, Masoud MahdianPari:
Gedi and Sentinel-2 Integration for Mapping Complex Wetlands. IGARSS 2023: 5635-5637 - [c19]Hamid Jafarzadeh, Masoud MahdianPari, Abhinav Verma, Avik Bhattacharya, Saeid Homayouni:
Crop Discrimination and Mapping Using Multi-Temporal RCM Compact Polarimetry SAR Data. IGARSS 2023: 8046-8049 - 2022
- [j34]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: 103095 (2022) - [j33]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: 101904 (2022) - [j32]Ramin Farhadiani, Saeid Homayouni, Avik Bhattacharya, Masoud MahdianPari:
SAR Despeckling Based on CNN and Bayesian Estimator in Complex Wavelet Domain. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j31]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: 1-5 (2022) - [j30]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): 301 (2022) - [j29]Ali Jamali, Masoud MahdianPari:
Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification Using Sentinel-1, Sentinel-2, and LiDAR Data. Remote. Sens. 14(2): 359 (2022) - [j28]Rezvan Habibollahi, Seyd Teymoor Seydi, Mahdi Hasanlou, Masoud MahdianPari:
TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric Change Detection Using Transfer Learning. Remote. Sens. 14(3): 438 (2022) - [j27]Hangyu Lyu, Weimin Huang, Masoud MahdianPari:
Eastern Arctic Sea Ice Sensing: First Results from the RADARSAT Constellation Mission Data. Remote. Sens. 14(5): 1165 (2022) - [j26]Haifa Tamiminia, Bahram Salehi, Masoud MahdianPari, Colin M. Beier, Lucas K. Johnson:
Mapping Two Decades of New York State Forest Aboveground Biomass Change Using Remote Sensing. Remote. Sens. 14(16): 4097 (2022) - [j25]Hazhir Bahrami, Heather McNairn, Masoud MahdianPari, Saeid Homayouni:
A Meta-Analysis of Remote Sensing Technologies and Methodologies for Crop Characterization. Remote. Sens. 14(22): 5633 (2022) - [j24]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): 6104 (2022) - [j23]Hamid Jafarzadeh, Masoud MahdianPari, Eric W. Gill:
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. 15: 5303-5316 (2022) - [j22]Hangyu Lyu, Weimin Huang, Masoud MahdianPari:
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. 15: 6158-6179 (2022) - [j21]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: 8095-8108 (2022) - [j20]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: 1-14 (2022) - [c18]Hangyu Lyu, Weimin Huang, Masoud MahdianPari:
NFNet Based Sea Ice Classification From RADARSAT Constellation Mission Data. Agro-Geoinformatics 2022: 1-4 - [c17]Hamid Jafarzadeh, Masoud MahdianPari, Eric Gill:
Wetland Mapping by Jointly Use of Convolutional Neural Network and Graph Convolutional Network. IGARSS 2022: 2219-2222 - [c16]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: 4427-4430 - [c15]Michael Allan 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: 5893-5896 - [c14]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: 6209-6212 - [c13]Ali Jamali, Fariba Mohammadimanesh, Masoud MahdianPari:
Wetland Classification with Swin Transformer Using Sentinel-1 and Sentinel-2 Data. IGARSS 2022: 6213-6216 - [c12]Rabia Munsaf Khan, Bahram Salehi, Masoud MahdianPari:
Machine Learning Methods for Water Quality Monitoring Over Finger Lakes Using Sentinel-2. IGARSS 2022: 6316-6319 - 2021
- [j19]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): 2046 (2021) - [j18]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): 2869 (2021) - [j17]Naheem Adebisi, Abdul-Lateef Balogun, Masoud MahdianPari, Teh Hee Min:
Assessing the Impacts of Rising Sea Level on Coastal Morpho-Dynamics with Automated High-Frequency Shoreline Mapping Using Multi-Sensor Optical Satellites. Remote. Sens. 13(18): 3587 (2021) - [j16]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): 4347 (2021) - [j15]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): 4405 (2021) - [j14]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: 3602-3613 (2021) - [j13]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: 8789-8803 (2021) - [c11]Hangyu Lyu, Weimin Huang, Masoud MahdianPari:
Sea Ice Detection From the RADARSAT Constellation Mission Experiment Data. CCECE 2021: 1-4 - [c10]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: 88-91 - [c9]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: 96-99 - [c8]Hazhir Bahrami, Saeid Homayouni, Masoud MahdianPari, Abdolreza Safari:
Ensemble Learning for Crop Monitoring from Multitemporal Optical and Synthetic Aperture Radar Earth Observations. IGARSS 2021: 5929-5932 - [c7]Haifa Tamiminia, Bahram Salehi, Masoud MahdianPari, Colin M. Beier, Daniel J. Klimkowski, Timothy A. Volk:
Random Forest Outperformed Convolutional Neural Networks for Shrub Willow Above Ground Biomass Estimation Using Multi-Spectral UAS Imagery. IGARSS 2021: 8269-8272 - 2020
- [j12]Evan R. DeLancey, John F. Simms, Masoud MahdianPari, Brian Brisco, Craig Mahoney, Jahan Kariyeva:
Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada. Remote. Sens. 12(1): 2 (2020) - [j11]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): 1882 (2020) - [j10]Sarina Adeli, Bahram Salehi, Masoud MahdianPari, Lindi J. Quackenbush, Brian Brisco, Haifa Tamiminia, Stephen Shaw:
Wetland Monitoring Using SAR Data: A Meta-Analysis and Comprehensive Review. Remote. Sens. 12(14): 2190 (2020) - [j9]Brian Brisco, Masoud MahdianPari, Fariba Mohammadimanesh:
Hybrid Compact Polarimetric SAR for Environmental Monitoring with the RADARSAT Constellation Mission. Remote. Sens. 12(20): 3283 (2020) - [j8]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): 3511 (2020) - [j7]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: 6308-6325 (2020)
2010 – 2019
- 2019
- [j6]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): 43 (2019) - [j5]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): 516 (2019) - [j4]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): 1582 (2019) - 2018
- [j3]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: 450-462 (2018) - [j2]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): 1119 (2018) - [j1]Mohammad Rezaee, Masoud MahdianPari, Yun Zhang, Bahram Salehi:
Deep Convolutional Neural Network for Complex Wetland Classification Using Optical Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(9): 3030-3039 (2018) - [c6]Fariba Mohammadimanesh, Bahram Salehi, Masoud MahdianPari, Mahdi Motagh:
A New Hierarchical Object-Based Classification Algorithm for Wetland Mapping in Newfoundland, Canada. IGARSS 2018: 9233-9236 - [c5]Masoud MahdianPari, Mohammad Rezaee, Yun Zhang, Bahram Salehi:
Wetland Classification Using Deep Convolutional Neural Network. IGARSS 2018: 9249-9252 - 2017
- [c4]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: 2349-2352 - [c3]Fariba Mohammadimanesh, Bahram Salehi, Masoud MahdianPari, Mahdi Motagh:
X-band interferometric sar observations for wetland water level monitoring in newfoundland and labrador. IGARSS 2017: 3159-3162 - 2012
- [c2]Masoud MahdianPari, Mahdi Motagh, Vahid Akbari:
Speckle reduction and restoration of synthetic aperture radar data with an adoptive Markov random field model. IGARSS 2012: 276-279 - [c1]Mohammad Alioghli Fazel, Saeid Homayouni, Vahid Akbari, Masoud MahdianPari:
Speckle reduction of SAR images using curvelet and wavelet transforms based on spatial features characteristics. IGARSS 2012: 2148-2151
Coauthor Index
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last updated on 2024-10-07 22:12 CEST by the dblp team
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