Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment Maryam Rahnemoonfar, Tashnim Chowdhury, Robin Murphy, Odair Fernandes Proceedings of IEEE International Conference on Big Data, 2020[pdf]
Deep Ice Layer Tracking and Thickness Estimation using Fully Convolutional Networks Debvrat Varshney, Maryam Rahnemoonfar, Masoud Yari, John Paden Proceedings of IEEE International Conference on Big Data, 2020[pdf]
Deep Multi-Scale Learning for Automatic Tracking of Internal Layers of Ice in Radar Data Maryam Rahnemoonfar, Masoud Yari, John Paden, Lora Koenig, Ibikunle Oluwanisola Journal of Glaciology, 2020[pdf]
FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding Maryam Rahnemoonfar, Tashnim Chowdhury, Argo Sarkar, Debvrat Varshney, Masoud Yari, Robin Murphy arXiv, 2020[pdf]
Image translation between SAR and optical imagery for Arctic wildfire analysis X. Hu, Maryam Rahnemoonfar, T. Jin Proceedings of IEEE International Conference on Big Data, 2020[pdf]
Multi-Scale and Temporal Transfer Learning for Automatic Tracking of Internal Ice Layers Masoud Yari, Maryam Rahnemoonfar, John Paden, L. Koenig, L. Montgomery, I. Oluwanisola Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020[pdf]
Radar Sensor Simulation with Generative Adversarial Network M. Rahnemoonfar, M. Yari, J. Paden Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020[pdf]
Snow Radar Layer Tracking Using Iterative Neural Network Approach I. Oluwanisola, J. Paden, M. Rahnemoonfar, D. Crandall, M. Yari Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020[pdf]
AI Radar Sensor: Creating Radar Depth Sounder Images based on Generative Adversarial Network M. Rahnemoonfar, J. Jonson, J. Paden Sensor, 2019[pdf]
DisCount-Net: Discriminating and Counting Network for Real-Time Counting and Localization of Sparse Objects in High Resolution UAV Imagery M. Rahnemoonfar, D. Dobbs, M. Yari, M. Starek Remote Sensing, 2019[pdf]
Semantic Segmentation of Underwater Sonar Imagery with Deep Learning M. Rahnemoonfar, D. Dobbs Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2019[pdf]
Smart Tracking of Internal Layers of Ice in Radar Data via Multi-Scale Learning M. Yari, M. Rahnemoonfar, J. Paden, I. Oluwanisola, L. Koening, L. Montgomery Proceedings of IEEE International Conference on Big Data, 2019[pdf]
2016 - 2018
Automatic Seagrass Dsturbance Pattern Identification on Sonar Images M. Rahnemoonfar, A. Rahman, R. Kline, A. Greene IEEE Journal of Oceanic Engineering, 2018[pdf]
Deep Hybrid Wavelet Networks for Detecting Ice Layers in Radar Images H. Kamangir, M. Rahnemoonfar, D. Dobbs, J. Paden, G. Fox Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2018[pdf]
Flooded Area Detection from UAV Images based on Densely Connected Recurrent Neural Networks M. Rahnemoonfar, R. Murphy, M.V. Miquel, D. Dobbs, A. Adams Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2018[pdf]
Fluorescence Microscopy Image Segmentation based on Graph and Fuzzy Methods: a Comparison with Ensemble Method M. Beheshti, A. Ashapure, M. Rahnemoonfar, J. Faichney Journal of Intelligent and Fuzzy Systems, 2018[pdf]
Spatio-Temporal Convolutional Neural Network for Elderly Fall Detection in Depth Video Cameras M. Rahnemoonfar, H. Alkittawi Proceedings of IEEE International Conference on Big Data, 2018[pdf]
VIRTUALOT - Combining UAS Products and Computer Vision Techniques to Extend GIS Capabilities B. Koskowich, M. Rahnemoonfar, M. Starek Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2018[pdf]
Automatic Bedrock and Ice Layer Boundaries Estimation in Radar Imagery based on Level Set Approach M. Rahnemoonfar, M. Yari, G. Fox, J. Paden IEEE Transactions on Geoscience and Remote Sensing, 2017[pdf]
Automatic Ice Thickness Estimation in Radar Imagery based on Charged Particles Concept M. Rahnemoonfar, A. Abbassi, J. Paden, G. Fox Proceedings of IEEE International Geoscience and Remote Sensing Symposium, 2017[pdf]
Deep Count: Fruit Counting based on Deep Simulated Learning M. Rahnemoonfar, C. Sheppard Sensors, 2017[pdf]
Improved Locally Linear Embedding for Big-Data Classification A. Ramirez, M. Rahnemoonfar Proceedings of 6th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2017[pdf]
Real-Time Scene Understanding of Unmanned Aerial Vehicle Imagery with and beyond Visual Sensors with Deep Learning M. Rahnemoonfar, C. Sheppard, D. Bridges AUVSI's XPONENTIAL Proceedings, 2017[pdf]
Real-Time Yield Estimation based on Deep Learning M. Rahnemoonfar, C. Sheppard Proc. SPIE 10218, Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II, 2017[pdf]
Real-time Scene Understanding for UAV Imagery based on Deep Convolutional Neural Networks M. Rahnemoonfar, C. Sheppard Proceedings of IEEE International Geoscience and Remote Sensing Symposium, 2017[pdf]
The First Automatic Method for Mapping the Pothole in Seagrass M. Rahnemoonfar, M. Yari, A. Rahman, R. Kline 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2017[pdf]
Automatic Oil Spill Detection o Quad Polarimetric UAVSAR Imagery M. Rahnemoonfar, S. Dhakal Proc. SPIE 9853, Polarization: Measurement, Analysis, and Remote Sensing XII, 2016[pdf]
Automatic Polar Ice Thickness Estimation from SAR Imagery M. Rahnemoonfar, M. Yari, G. Fox Proc. SPIE 9829, Radar Sensor Technology XX, 2016[pdf]
Automatic Seagrass Pattern Identification on Sonar Images M. Rahnemoonfar, F. Rahman Proc. SPIE 9844, Automatic Target Recognition XXVI, 2016[pdf]
Fast Solution of Phase Unwrapping Partial Differential Equation using Wavelet M. Rahnemoonfar Electronic Journal of Differential Equations (EJDE), 2016[pdf]
2013 - 2015
Mobile-Based Text Recognition from Water Quality Devices S. Dhakal, M. Rahnemoonfar Proc. SPIE 9411, Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications, 2015[pdf]
Performance Evaluation of Object-Based and Pixel-Based Building Extraction Algorithms from Very High-Resolution Satellite Imagery I. Khosravi, M. Momeni, M. Rahnemoonfar Journal of Photogrammetric Engineering and Remote Sensing, 2014[pdf]
Wavelet Approach in Efficient Solving of Poisson Equation and its Application in Phase Unwrapping M. Rahnemoonfar 10th MSU Conference on Differential Equations and Computational Simulations, 2014
A Semi-Automatic Approach for Estimating Bedrock and Surface Layers from Multichannel Coherent Radar Depth Sounder Imagery J. Mitchell, D. Crandall, G. Fox, M. Rahnemoonfar, J. Paden Proc. SPIE 8892, Image and Signal Processing for Remote Sensing XIX, 2013[pdf]
Automatic Performance Evaluation of Dewarping Methods in Large Scale Digitization of Historical Documents M. Rahnemoonfar, B. Plale Joint IEEE/ACM Conference on Digital Libraries, 2013[pdf]
DEM Generation with SAR Interferometry based on Weighted Wavelet Phase Unwrapping M. Rahnemoonfar, B. Plale 4th IEEE Conference on Computing for Geospatial Research and Applications, 2013[pdf]
Surveying Phenological Characteristic of Quercus Infectoria outside of Zagross Region for Introducing and Creating Diversity in Urban Green Space A. Shahbazi, H. Matinkhah, M. Rahnemoonfar Journal of Natural Environment, 2013
1999 - 2012
A Novel Geometric Pattern Extraction by Means of a Level-Set Method M. Rahnemoonfar, A. Asefpour Bridges 2012, Maryland, USA (July 2012), 2012[pdf]
Restoration of Arbitrarily Warped Historical Document Images using Flow Lines M. Rahnemoonfar, A. Antonacopoulos Proceedings of the 11th International Conference on Document Analysis and Recognition (ICDAR2011), Beijing, China (September 2011), 2011[pdf]
Determining Displacement and Magnitude of the Bam Earthquake by Envisat Data with InSAR M. Rahnemoonfar, R. Heidari, M.R. Gheitanchi Journal of the Earth and Space Physics, 2006
Earthquake Analysis in Bam (Iran) and Izmit (Turkey) by SAR Interferometry M. Rahnemoonfar Conference on Geomatics, Proceedings of National Cartographic Centre (NCC), Iran (May 2005), 2005
Two Dimensional Phase Unwrapping of Interferometric SAR Data by Means of Wavelet Technique M. Rahnemoonfar, M. Rahmati, M.R. Saradjian, A. Tavakoli Proceedings of International Geoscience and Remote Sensing Symposium (IGARSS), IEEE Press, 2005[pdf]
Fractal and Surface Modeling M. Rahnemoonfar, M. Delavar, L. Hashemi Proceedings of International Society for Photogrammetry and Remote Sensing, Turkey (July 2004), 2004[pdf]
Close Range Photogrammetry of Persian Architecture Patterns M. Rahnemoonfar, M.M. Hejazi, A. Azizi Proceedings of the 6th International Conference of Civil Engineering, Isfahan University of Technology, Isfahan, Iran (May 2003), 2003
Synthetic Aperture Radar Interferometry Technique for the Evaluation of Earthquake Damages to Historical Structures M.M. Hejazi, M. Rahnemoonfar International Course on Architectural and Structural Design of Masonry, Dresden, Germany (December 2003), 2003
