Bahram Salehi

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 39

Top Topics

Machine Learning

Convolutional Neural Network

Top Venues

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

Ecol. Informatics

Publications

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 (2024)
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 (2024)
Sina Jarahizadeh, Bahram Salehi
A Comparative Analysis of UAV Photogrammetric Software Performance for Forest 3D Modeling: A Case Study Using AgiSoft Photoscan, PIX4DMapper, and DJI Terra. Sensors 24 (1) (2024)
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)
Victor Igwe, Bahram Salehi, Masoud MahdianPari
Rapid Large-Scale Wetland Inventory Update Using Multi-Source Remote Sensing. Remote. Sens. 15 (20) (2023)
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)
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)
Sarina Adeli, Lindi J. Quackenbush, Bahram Salehi, Masoud MahdianPari
Gedi and Sentinel-2 Integration for Mapping Complex Wetlands. IGARSS (2023)
Narges Takhtkeshha, Ali Mohammadzadeh, Bahram Salehi
A Rapid Self-Supervised Deep-Learning-Based Method for Post-Earthquake Damage Detection Using UAV Data (Case Study: Sarpol-e Zahab, Iran). Remote. Sens. 15 (1) (2023)
Bahram Salehi, Sina Jarahizadeh, Amin Sarafraz
An Improved RANSAC Outlier Rejection Method for UAV-Derived Point Cloud. Remote. Sens. 14 (19) (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)
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)
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) (2022)
Rabia Munsaf Khan, Bahram Salehi, Masoud MahdianPari
Machine Learning Methods for Water Quality Monitoring Over Finger Lakes Using Sentinel-2. IGARSS (2022)
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)
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)
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)
Sarina Adeli, Bahram Salehi, Masoud MahidanPari, Lindi J. Quackenbush, Bruce Chapman
Wetland Classification Using Simulated NISAR Data: a case study in Louisiana. IGARSS (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)
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) (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)
Sahel Mahdavi, Bahram Salehi, Meisam Amani, Jean Granger, Brian Brisco, Weimin Huang
A dynamic classification scheme for mapping spectrally similar classes: Application to wetland classification. Int. J. Appl. Earth Obs. Geoinformation 83 (2019)
Sahel Mahdavi, Bahram Salehi, Weimin Huang, Meisam Amani, Brian Brisco
A PolSAR Change Detection Index Based on Neighborhood Information for Flood Mapping. Remote. Sens. 11 (16) (2019)
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)
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) (2018)
Sahel Mahdavi, Bahram Salehi, Cecilia Moloney, Weimin Huang, Brian Brisco
Speckle filtering of Synthetic Aperture Radar images using filters with object-size-adapted windows. Int. J. Digit. Earth 11 (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)
Masoud MahdianPari, Mohammad Rezaee, Yun Zhang, Bahram Salehi
Wetland Classification Using Deep Convolutional Neural Network. IGARSS (2018)
Meisam Amani, Bahram Salehi, Sahel Mahdavi, Jean Granger, Brian Brisco
Evaluation of multi-temporal landsat 8 data for wetland classification in newfoundland, Canada. IGARSS (2017)
Sahel Mahdavi, Bahram Salehi, Meisam Amani, Jean Granger, Brian Brisco, Weimin Huang
A dynamic hierarchical feature selection method for object-based classification of wetlands. IGARSS (2017)
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)
Bahram Salehi, William Jefferies, Paul Adlakha, Zhaohua Chen, Pradeep Bobby
A pixel- and object-based image analysis framework for automatic well site extraction at regional scales using Landsat data. IGARSS (2014)
Zhaohua Chen, Bill Jefferies, Paul Adlakha, Bahram Salehi, Desmond Power
Automatic linear disturbance footprint mapping in Alberta, Canada based on dense time-series Landsat imagery. IGARSS (2014)
Kamel Kiani, Barat Mojaradi, Ali Esmaeily, Bahram Salehi
Urban area object-based classification by fusion of hyperspectral and LiDAR data. IGARSS (2014)
Bahram Salehi, Yun Zhang, Ming Zhong, Vivek Dey
Object-Based Classification of Urban Areas Using VHR Imagery and Height Points Ancillary Data. Remote. Sens. 4 (8) (2012)
Bahram Salehi, Yun Zhang, Ming Zhong
Automatic Moving Vehicles Information Extraction From Single-Pass WorldView-2 Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (1) (2012)