Conference Papers

@inproceedings{khawaja2026a,
  author    = {W. Khawaja and A. M. Alam and A. C. Gurbuz},
  title     = {A Two-Stage 5G NR ISAC Framework for Coarse-to-Fine UAV Detection and Tracking},
  booktitle = {2026 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), pp. 1-8, 2026},
  year      = {2026},
  url       = {https://doi.org/10.1109/dyspan69846.2026.11571167}
}

@inproceedings{gurbuz2025antenna,
  author    = {C. O. Ayna and A. C. Gurbuz},
  title     = {Antenna Selection for Direction of Arrival Estimation with Deep Learning},
  booktitle = {2025 IEEE International Radar Conference (RADAR), Atlanta, GA, USA, 2025, pp. 1-6},
  year      = {2025},
  url       = {https://doi.org/10.1109/RADAR52380.2025.11031728}
}

@inproceedings{anjum2025insights,
  author    = {T. Anjum and M. M. Farhad and M. Kurum and A. C. Gurbuz},
  title     = {Insights and Improvements in Signal Processing for UAS-Based Non-Cooperative P-Band Reflectometry},
  booktitle = {2025 IEEE International Radar Conference (RADAR), Atlanta, GA, USA, 2025, pp. 1-6},
  year      = {2025},
  url       = {https://doi.org/10.1109/RADAR52380.2025.11031627}
}

@inproceedings{hicks2025learnable,
  author    = {B. Hicks and S. Biswas and A. C. Gurbuz},
  title     = {Learnable Gaussian Filter-Based Automatic RF Waveform Modulation Recognition},
  booktitle = {2025 IEEE International Radar Conference (RADAR), Atlanta, GA, USA, 2025, pp. 1-6},
  year      = {2025},
  url       = {https://doi.org/10.1109/RADAR52380.2025.11032063}
}

@inproceedings{manjur2025detection,
  author    = {S. M. Manjur and A. Skarke and A. C. Gurbuz},
  title     = {Detection and Classification of Gas Seeps in MBES Imagery Using CFAR and Feature-Based Learning},
  booktitle = {OCEANS 2025 - Great Lakes, Chicago, IL, USA, 2025, pp. 1-5},
  year      = {2025},
  url       = {https://doi.org/10.23919/OCEANS59106.2025.11245025}
}

@inproceedings{manjur2025evaluating,
  author    = {S. M. Manjur and A. Skarke and A. C. Gurbuz},
  title     = {Evaluating Depth-Dependent Variability in Machine Learning-Based Seafloor Gas Seep Detection Using Multibeam Echosounder},
  booktitle = {OCEANS 2025 - Great Lakes, Chicago, IL, USA, 2025, pp. 1-4},
  year      = {2025},
  url       = {https://doi.org/10.23919/OCEANS59106.2025.11245000}
}

@inproceedings{alam2025deep,
  author    = {A. M. Alam and M. Kurum and A. C. Gurbuz},
  title     = {Deep Learning-Based High-Resolution Time-Frequency Domain RFI Suppression in Passive Systems},
  booktitle = {IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium, Brisbane, Australia, 2025, pp. 404-408},
  year      = {2025},
  url       = {https://doi.org/10.1109/IGARSS55030.2025.11244022}
}

@inproceedings{anjum2025evaluating,
  author    = {T. Anjum and M. Kurum and A. C. Gurbuz and D. R. Boyd},
  title     = {Evaluating Design Trade-offs in P-band UAS-Based Signals of Opportunity Systems: A Simulation Study},
  booktitle = {IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium, Brisbane, Australia, 2025, pp. 2234-2238},
  year      = {2025},
  url       = {https://doi.org/10.1109/IGARSS55030.2025.11243299}
}

@inproceedings{ghosh2025large,
  author    = {A. Ghosh and M. Kurum and M. E. Hoque and M. Mehedi Farhad and A. C. Gurbuz and A. Colliander},
  title     = {Large Scale Spatial and Temporal Analysis of Vegetation Optical Depth Using Lidar and GNSS-T Fusion},
  booktitle = {IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium, Brisbane, Australia, 2025, pp. 3620-3624},
  year      = {2025},
  url       = {https://doi.org/10.1109/IGARSS55030.2025.11242408}
}

@inproceedings{baray2025calibrating,
  author    = {S. B. Baray and M. Kurum and M. M. Farhad and A. C. Gurbuz and V. Senyurek},
  title     = {Calibrating UAS GNSS-R Measurements Using Water Reflection and Direct Signal As References},
  booktitle = {IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium, Brisbane, Australia, 2025, pp. 5085-5089},
  year      = {2025},
  url       = {https://doi.org/10.1109/IGARSS55030.2025.11243805}
}

@inproceedings{mahmud2025microwave,
  author    = {K. Al Mahmud and M. Kurum and M. M. Farhad and A. M. Alam and A. C. Gurbuz},
  title     = {Microwave Radiometry in the Unprotected S-Band: Development of an Adaptive Radiometer and Digital Twin Integration},
  booktitle = {IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium, Brisbane, Australia, 2025, pp. 2500-2504},
  year      = {2025},
  url       = {https://doi.org/10.1109/IGARSS55030.2025.11243346}
}

@inproceedings{manjur2025a,
  author    = {S. M. Manjur and S. Biswas and A. C. Gurbuz},
  title     = {A Multimodal Video and Radar Fusion Framework for High-Accuracy Isolated Sign Language Recognition},
  booktitle = {2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Honolulu, HI, USA, 2025, pp. 5061-5070},
  year      = {2025},
  url       = {https://doi.org/10.1109/ICCVW69036.2025.00526}
}

@inproceedings{dehaan2025rfchesssign,
  author    = {K. Dehaan and E. Kurtoglu and S. Biswas and C. Kobek Pezzarossi and D. Griffin and C. Crawford and A. C. Gurbuz et al.},
  title     = {RF-ChessSIGN: Radar-enabled Human-Computer Interaction in a Real-Time Sign Language-Controlled Game},
  booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 4941-4951, 2025},
  year      = {2025}
}

@inproceedings{al2025fusion,
  author    = {C. Dickerson et al.},
  title     = {Fusion of Cellular ISAC and Passive RF Sensing for UAV Detection and Tracking},
  booktitle = {2025 59th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2025, pp. 1633-1638},
  year      = {2025},
  url       = {https://doi.org/10.1109/IEEECONF67917.2025.11443849}
}

@inproceedings{gurbuz2025learning,
  author    = {R. Mdrafi and A. C. Gurbuz},
  title     = {Learning Measurement for Classification in Compressed Domain},
  booktitle = {Machine Learning from Challenging Data 2025, vol. 13460, p. 134600D, SPIE, 2025},
  year      = {2025},
  url       = {https://doi.org/10.1117/12.3054114}
}

@inproceedings{hicks2025automatic,
  author    = {B. Hicks and S. Biswas and J. E. Ball and A. C. Gurbuz},
  title     = {Automatic Classification of Radar and Communication Waveforms through Interpretable Deep Learning},
  booktitle = {Radar Sensor Technology XXIX, vol. 13471, pp. 180-189, SPIE, 2025},
  year      = {2025},
  url       = {https://doi.org/10.1117/12.3054111}
}

@inproceedings{rafi2025comparative,
  author    = {M. A. S. Rafi and V. Senyurek and J. E. Ball and A. C. Gurbuz},
  title     = {Comparative Analysis of Feature Selection Techniques to Identify a Set of Optimal Features for Crop Yield Estimation Using UAS-Based Multisensor Data},
  booktitle = {SPIE Defense and Commercial Sensing, Orlando, FL, April 2025},
  year      = {2025},
  url       = {https://doi.org/10.1117/12.3054110}
}

@inproceedings{manjur2025machine,
  author    = {S. M. Manjur and V. Senyurek and R. Kalski and A. Skarke and A. C. Gurbuz},
  title     = {Machine Learning-Based Seafloor Gas Seep Detection in Sonar Water Column Images},
  booktitle = {Ocean Sensing and Monitoring XVII, vol. 13482, pp. 83-89, SPIE, 2025},
  year      = {2025},
  url       = {https://doi.org/10.1117/12.3054109}
}

@inproceedings{gurbuz2024a,
  author    = {C. O. Ayna and A. C. Gurbuz},
  title     = {A Single Network for Reconstruction with Dynamic Measurement Rates},
  booktitle = {2024 58th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2024, pp. 1328-1332},
  year      = {2024},
  url       = {https://doi.org/10.1109/IEEECONF60004.2024.10942774}
}

@inproceedings{alam2024evaluation,
  author    = {A. M. Alam and M. M. Farhad and W. H. Al-Qwider and V. Marojevic and M. Kurum and A. C. Gurbuz},
  title     = {Evaluation of Conventional Radio Frequency Interference Detection Algorithms in the Presence of 5G Signals in a Controlled Testbed},
  booktitle = {IEEE DySPAN, Workshop on Spectrum Coexistence in Passive Earth Observation and Radio Astronomy, Washington, DC, May 2024},
  year      = {2024},
  url       = {https://doi.org/10.1109/dyspan60163.2024.10632808}
}

@inproceedings{alam2024a,
  author    = {A. M. Alam and M. Kurum and M. Ogut and A. C. Gurbuz},
  title     = {A Deep Learning Approach for High-Accuracy Radiometer Calibration Using SMAP Satellite Data},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Greece, 2024},
  year      = {2024},
  url       = {https://doi.org/10.1109/igarss53475.2024.10640563}
}

@inproceedings{farhad2024preliminary,
  author    = {M. M. Farhad and V. Senyurek and M. A. S. Rafi and A. Adeli and M. Kurum and A. C. Gurbuz},
  title     = {Preliminary Results from Three Years of UAS-Based GNSS-R Field Campaign over Agricultural Fields for Field-Scale Soil Moisture Retrieval},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Greece, 2024},
  year      = {2024},
  url       = {https://doi.org/10.1109/igarss53475.2024.10641343}
}

@inproceedings{biswas2024deep,
  author    = {S. Biswas and A. M. Alam and A. C. Gurbuz},
  title     = {Deep Learning-Based High-Resolution Radar Micro-Doppler Signature Reconstruction for Enhanced Activity Recognition},
  booktitle = {2024 IEEE Radar Conference, Denver, CO, USA, May 2024},
  year      = {2024},
  url       = {https://doi.org/10.1109/radarconf2458775.2024.10548969}
}

@inproceedings{gurbuz2024deep,
  author    = {S. Biswas and A. C. Gurbuz},
  title     = {Deep Learning Based High-Resolution Frequency Estimation for Sparse Radar Range Profiles},
  booktitle = {2024 IEEE Radar Conference, Denver, CO, USA, May 2024},
  year      = {2024},
  url       = {https://doi.org/10.1109/radarconf2458775.2024.10548421}
}

@inproceedings{alam2024deep,
  author    = {A. M. Alam and C. O. Ayna and S. Biswas and J. Rogers and J. E. Ball and A. C. Gurbuz},
  title     = {Deep Learning-Based Direction-of-Arrival Estimation with Covariance Reconstruction},
  booktitle = {2024 IEEE Radar Conference, Denver, CO, USA, May 2024},
  year      = {2024},
  url       = {https://doi.org/10.1109/radarconf2458775.2024.10548988}
}

@inproceedings{hicks2024automatic,
  author    = {B. Hicks and S. Biswas and A. Dahal and V. Gonzalez and A. C. Gurbuz},
  title     = {Automatic Waveform Recognition from Complex RF Data with Filter-based Deep Learning},
  booktitle = {NAECON 2024 - IEEE National Aerospace and Electronics Conference, Dayton, OH, USA, 2024, pp. 168-172},
  year      = {2024},
  url       = {https://doi.org/10.1109/NAECON61878.2024.10670353}
}

@inproceedings{rafi2024performance,
  author    = {M. A. S. Rafi and V. Senyurek and A. C. Gurbuz},
  title     = {Performance Assessment of Crop Line Detection in Corn Field from Unmanned Aerial Vehicle Video},
  booktitle = {SPIE Defense and Commercial Sensing, National Harbor, MD, USA, April 2024},
  year      = {2024},
  url       = {https://doi.org/10.1117/12.3013501}
}

@inproceedings{hicks2024accelerated,
  author    = {B. Hicks and A. Bonner and L. Vauhn and D. Saucier and L. Dabbiru and J. E. Ball and A. C. Gurbuz},
  title     = {Accelerated Hough Transform-Based Tree Diameter Extraction from LiDAR Point Cloud Data},
  booktitle = {SPIE Defense and Commercial Sensing, National Harbor, MD, USA, April 2024},
  year      = {2024},
  url       = {https://doi.org/10.1117/12.3013117}
}

@inproceedings{dahal2024robustness,
  author    = {A. Dahal and S. Biswas and A. C. Gurbuz},
  title     = {Robustness Analysis of Wi-Fi-Based Human Activity Recognition},
  booktitle = {SPIE Defense and Commercial Sensing, National Harbor, MD, USA, April 2024},
  year      = {2024}
}

@inproceedings{gurbuz2024learning,
  author    = {C. O. Ayna and A. C. Gurbuz},
  title     = {Learning Optimum Binary Color Filter Arrays for Demosaicing with Neural Networks},
  booktitle = {SPIE Defense and Commercial Sensing, National Harbor, MD, USA, April 2024},
  year      = {2024},
  url       = {https://doi.org/10.1117/12.3013594}
}

@inproceedings{gurbuz2024learning,
  author    = {C. O. Ayna and A. C. Gurbuz},
  title     = {Learning Constrained Binary Color Filter Arrays for Enhanced Demosaicking with Trainable Hard Thresholding},
  booktitle = {13th IEEE International Workshop on Computational Cameras and Displays (CCD), Seattle, WA, USA, 2024},
  year      = {2024}
}

@inproceedings{elbir2023deep,
  author    = {A. M. Elbir and K. V. Mishra and A. C. Gurbuz},
  title     = {Deep Sparse Array Design for Integrated Sensing and Communications},
  booktitle = {2023 IEEE International Radar Conference (RADAR), Sydney, Australia, 2023, pp. 1-5},
  year      = {2023},
  url       = {https://doi.org/10.1109/RADAR54928.2023.10371037}
}

@inproceedings{biswas2023radarlidar,
  author    = {S. Biswas and J. E. Ball and A. C. Gurbuz},
  title     = {Radar-Lidar Fusion for Classification of Traffic Signaling Motion in Automotive Applications},
  booktitle = {2023 IEEE International Radar Conference (RADAR), Sydney, Australia, 2023, pp. 1-5},
  year      = {2023},
  url       = {https://doi.org/10.1109/RADAR54928.2023.10371020}
}

@inproceedings{hicks2023machine,
  author    = {B. Hicks and C. O. Ayna and V. Senyurek and S. Gupta and A. Skarke and A. C. Gurbuz},
  title     = {Machine Learning Based Automated Detection of Seafloor Gas Seeps},
  booktitle = {OCEANS 2023 - MTS/IEEE U.S. Gulf Coast, Biloxi, MS, USA, 2023, pp. 1-6},
  year      = {2023},
  url       = {https://doi.org/10.23919/OCEANS52994.2023.10337038}
}

@inproceedings{alqwider2023software,
  author    = {W. Al-Qwider and A. M. Alam and M. M. Farhad and M. Kurum and A. C. Gurbuz and V. Marojevic},
  title     = {Software Radio Testbed for 5G and L-Band Radiometer Coexistence Research},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, CA, 2023},
  year      = {2023},
  url       = {https://doi.org/10.1109/igarss52108.2023.10283002}
}

@inproceedings{farhad2023sdr,
  author    = {M. M. Farhad and S. Biswas and A. M. Alam and A. C. Gurbuz and M. Kurum},
  title     = {SDR Based Agile Radiometer with Onboard RFI Processing on a Small UAS},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, CA, 2023},
  year      = {2023},
  url       = {https://doi.org/10.1109/igarss52108.2023.10282140}
}

@inproceedings{alam2023highresolution,
  author    = {A. M. Alam and M. Kurum and A. C. Gurbuz},
  title     = {High-Resolution Radio Frequency Interference Detection in Microwave Radiometry Using Deep Learning},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, CA, 2023},
  year      = {2023},
  url       = {https://doi.org/10.1109/igarss52108.2023.10281401}
}

@inproceedings{bozdag2023fusing,
  author    = {E. Bozdag and V. Senyurek and M. M. Nabi and M. Kurum and A. C. Gurbuz},
  title     = {Fusing Sentinel-1 with CYGNSS to Account for Vegetation Effects in Soil Moisture Retrievals},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, CA, 2023},
  year      = {2023},
  url       = {https://doi.org/10.1109/igarss52108.2023.10281528}
}

@inproceedings{biswas2023complex,
  author    = {S. Biswas and C. O. Ayna and S. Z. Gurbuz and A. C. Gurbuz},
  title     = {Complex SincNet for More Interpretable Radar Based Activity Recognition},
  booktitle = {2023 IEEE Radar Conference (RadarConf23), San Antonio, TX, USA, 2023, pp. 1-6},
  year      = {2023},
  url       = {https://doi.org/10.1109/RadarConf2351548.2023.10149682}
}

@inproceedings{biswas2023classification,
  author    = {S. Biswas and B. Bartlett and J. E. Ball and A. C. Gurbuz},
  title     = {Classification of Traffic Signaling Motion in Automotive Applications Using FMCW Radar},
  booktitle = {2023 IEEE Radar Conference (RadarConf23), San Antonio, TX, USA, 2023, pp. 1-6},
  year      = {2023},
  url       = {https://doi.org/10.1109/RadarConf2351548.2023.10149728}
}

@inproceedings{king2022convolutional,
  author    = {G. D. King and M. A. Towfiq and A. C. Gurbuz and B. A. Cetiner},
  title     = {Convolutional Neural Network Based Antenna Beam Coefficient Generation for Planar Arrays},
  booktitle = {2022 IEEE International Symposium on Antennas and Propagation, Denver, CO, USA, 2022, pp. 445-446},
  year      = {2022},
  url       = {https://doi.org/10.1109/AP-S/USNC-URSI47032.2022.9886789}
}

@inproceedings{rogers2022datadriven,
  author    = {J. T. Rogers and J. E. Ball and A. C. Gurbuz},
  title     = {Data-Driven Covariance Estimation},
  booktitle = {2022 IEEE International Symposium on Phased Array Systems and Technology, Boston, MA, October 2022},
  year      = {2022},
  url       = {https://doi.org/10.1109/past49659.2022.9975068}
}

@inproceedings{gurbuz2022robustness,
  author    = {C. O. Ayna and A. C. Gurbuz},
  title     = {Robustness Analysis for Deep Learning-Based Image Reconstruction Models},
  booktitle = {2022 56th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2022, pp. 1428-1432 (Invited to special session)},
  year      = {2022},
  url       = {https://doi.org/10.1109/ieeeconf56349.2022.10051914}
}

@inproceedings{farhad2022design,
  author    = {M. M. Farhad and S. Biswas and M. A. S. Rafi and M. Kurum and A. C. Gurbuz},
  title     = {Design and Implementation of a Software Defined Radio-Based Radiometer Operating from a Small Unmanned Aircraft System},
  booktitle = {2022 IEEE International Symposium on Antennas and Propagation, Denver, CO, pp. 17-18},
  year      = {2022},
  url       = {https://doi.org/10.23919/USNC-URSI52669.2022.9887529}
}

@inproceedings{boyd2022preliminary,
  author    = {D. R. Boyd and A. M. Alam and M. Kurum and A. C. Gurbuz and B. Osmanoglu},
  title     = {Preliminary Snow Water Equivalent Retrieval of SnowEx20 SWESARR Data},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Kuala Lumpur, Malaysia, 2022, pp. 3927-3930},
  year      = {2022},
  url       = {https://doi.org/10.1109/IGARSS46834.2022.9883412}
}

@inproceedings{kurum2022a,
  author    = {M. Kurum and M. M. Farhad and J. Diao and A. C. Gurbuz},
  title     = {A Ubiquitous GNSS-R Approach Using Spinning Smartphone Onboard a Small UAS},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Kuala Lumpur, Malaysia, 2022, pp. 5208-5211},
  year      = {2022},
  url       = {https://doi.org/10.1109/IGARSS46834.2022.9883803}
}

@inproceedings{alam2022smap,
  author    = {A. M. Alam and A. C. Gurbuz and M. Kurum},
  title     = {SMAP Radiometer RFI Prediction with Deep Learning Using Antenna Counts},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Kuala Lumpur, Malaysia, 2022, pp. 8016-8019},
  year      = {2022},
  url       = {https://doi.org/10.1109/IGARSS46834.2022.9884010}
}

@inproceedings{nabi2022a,
  author    = {M. M. Nabi and V. Senyurek and A. C. Gurbuz and M. Kurum},
  title     = {A Deep Learning-Based Soil Moisture Estimation in CONUS Region Using CYGNSS Delay Doppler Maps},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Kuala Lumpur, Malaysia, 2022, pp. 6177-6180},
  year      = {2022},
  url       = {https://doi.org/10.1109/IGARSS46834.2022.9883916}
}

@inproceedings{kurtoglu2022rf,
  author    = {E. Kurtoglu and A. C. Gurbuz and E. A. Malaia and S. Z. Gurbuz},
  title     = {RF Micro-Doppler Classification with Multiple Spectrograms from Angular Subspace Projections},
  booktitle = {2022 IEEE Radar Conference (RadarConf22), New York City, NY, USA, 2022, pp. 1-6},
  year      = {2022},
  url       = {https://doi.org/10.1109/RadarConf2248738.2022.9763904}
}

@inproceedings{rahman2022performance,
  author    = {M. M. Rahman and E. Kurtoglu and M. Taskin and K. Esmer and A. C. Gurbuz and E. A. Malaia and S. Z. Gurbuz},
  title     = {Performance Comparison of Radar and Video for American Sign Language Recognition},
  booktitle = {2022 IEEE Radar Conference, New York City, NY, USA, 2022, pp. 1-6},
  year      = {2022},
  url       = {https://doi.org/10.1109/RadarConf2248738.2022.9764269}
}

@inproceedings{ucer2022local,
  author    = {E. Ucer and E. Kurtoglu and M. Kisacikoglu and A. C. Gurbuz and S. Z. Gurbuz},
  title     = {Local Detection of OLTC Operation to Support Decentralized Control of Active End-Nodes},
  booktitle = {2022 IEEE Power & Energy Society General Meeting (PESGM), Denver, CO, USA, 2022, pp. 1-5},
  year      = {2022},
  url       = {https://doi.org/10.1109/PESGM48719.2022.9917001}
}

@inproceedings{senyurek2022machine,
  author    = {V. Senyurek and M. M. Farhad and F. Lei and A. C. Gurbuz and M. Kurum and R. Moorhead},
  title     = {Machine Learning-Based High Resolution Global and Small Scale Soil Moisture Estimation Using GNSS-R},
  booktitle = {IEEE SoutheastCon 2022, Mobile, AL, USA, 2022, pp. 434-435},
  year      = {2022},
  url       = {https://doi.org/10.1109/SoutheastCon48659.2022.9764039}
}

@inproceedings{gurbuz2022data,
  author    = {R. Mdrafi and A. C. Gurbuz},
  title     = {Data Driven Joint Hyperspectral Band Selection and Image Classification},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Kuala Lumpur, Malaysia, 2022, pp. 1736-1739},
  year      = {2022},
  url       = {https://doi.org/10.1109/IGARSS46834.2022.9883821}
}

@inproceedings{gurbuz2021compressed,
  author    = {R. Mdrafi and A. C. Gurbuz},
  title     = {Compressed Classification from Learned Measurements},
  booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, October 2021, pp. 4038-4047},
  year      = {2021},
  url       = {https://doi.org/10.1109/iccvw54120.2021.00449}
}

@inproceedings{gurbuz2021data,
  author    = {R. Mdrafi and A. C. Gurbuz},
  title     = {Data Driven Learning of Constrained Measurement Matrices for Signal Reconstruction},
  booktitle = {2021 55th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2021, pp. 1597-1601},
  year      = {2021},
  url       = {https://doi.org/10.1109/ieeeconf53345.2021.9723098}
}

@inproceedings{rahman2021wordlevel,
  author    = {M. M. Rahman and E. Kurtoglu and R. Mdrafi and A. C. Gurbuz and E. A. Malaia and C. Crawford and D. J. Griffin and S. Z. Gurbuz},
  title     = {Word-Level ASL Recognition and Trigger Sign Detection with RF Sensors},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, ON, Canada, 2021, pp. 8233-8237},
  year      = {2021},
  url       = {https://doi.org/10.1109/icassp39728.2021.9414063}
}

@inproceedings{rahman2021wordlevel,
  author    = {M. M. Rahman and S. Z. Gurbuz and A. C. Gurbuz and E. A. Malaia and D. J. Griffin and C. Crawford},
  title     = {Word-Level Sign Language Recognition Using Linguistic Adaptation of 77 GHz FMCW Radar Data},
  booktitle = {IEEE Radar Conference, Atlanta, GA, May 2021},
  year      = {2021},
  url       = {https://doi.org/10.1109/radarconf2147009.2021.9455190}
}

@inproceedings{kurtoglu2021sequential,
  author    = {E. Kurtoglu and S. Z. Gurbuz and A. C. Gurbuz and E. A. Malaia and D. J. Griffin and C. Crawford},
  title     = {Sequential Classification of Sign Language Gestures in the Context of Daily Living Using RF Sensing},
  booktitle = {IEEE Radar Conference, Atlanta, GA, May 2021},
  year      = {2021}
}

@inproceedings{lei2021quasiglobal,
  author    = {F. Lei and V. Senyurek and M. Kurum and A. C. Gurbuz and D. R. Boyd and R. Moorhead},
  title     = {Quasi-Global GNSS-R Soil Moisture Retrievals at High Spatio-Temporal Resolution from CYGNSS and SMAP Data},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Brussels, 2021},
  year      = {2021},
  url       = {https://doi.org/10.1109/igarss47720.2021.9554005}
}

@inproceedings{senyurek2021spatial,
  author    = {V. Senyurek and A. C. Gurbuz and M. Kurum and F. Lei and D. R. Boyd and R. Moorhead},
  title     = {Spatial and Temporal Interpolation of CYGNSS Soil Moisture Estimations},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Brussels, 2021},
  year      = {2021},
  url       = {https://doi.org/10.1109/igarss47720.2021.9553900}
}

@inproceedings{butler2021investigation,
  author    = {S. Butler and S. R. Price and A. C. Gurbuz and S. J. Price and J. R. Fairley},
  title     = {Investigation of Band Selection Techniques to Enable Classification of Hyperspectral Imagery at the Edge},
  booktitle = {SPIE Defense and Commercial Sensing, vol. 11736, Real-Time Image Processing and Deep Learning, 117360L, Orlando, FL, 2021},
  year      = {2021},
  url       = {https://doi.org/10.1117/12.2585591}
}

@inproceedings{kurum2021a,
  author    = {M. Kurum and A. C. Gurbuz and S. Barnes and D. R. Boyd and M. Duck and M. M. Farhad and A. Flynt and N. Goyette and P. Peranich and M. Schneider and V. Senyurek},
  title     = {A UAS Based RF Testbed for Water Utilization in Agroecosystems},
  booktitle = {SPIE Defense and Commercial Sensing, vol. 11747, Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping VI, 117470J, Orlando, FL, 2021},
  year      = {2021}
}

@inproceedings{gurbuz2020asl,
  author    = {S. Z. Gurbuz and A. C. Gurbuz and E. A. Malaia and D. J. Griffin and C. Crawford and E. Kurtoglu and M. M. Rahman and R. Aksu and R. Mdrafi},
  title     = {ASL Recognition Based on Kinematics Derived from a Multi-Frequency RF Sensor Network},
  booktitle = {2020 IEEE SENSORS, Rotterdam, Netherlands, 2020, pp. 1-4},
  year      = {2020},
  url       = {https://doi.org/10.1109/sensors47125.2020.9278864}
}

@inproceedings{farmer2020extending,
  author    = {E. D. Farmer and J. E. Ball and A. C. Gurbuz},
  title     = {Extending Free-Space Mapping to Unstructured, Off-Road Environments},
  booktitle = {Proc. SPIE 11415, Autonomous Systems: Sensors, Processing, and Security for Vehicles and Infrastructure, 1141509, April 2020},
  year      = {2020},
  url       = {https://doi.org/10.1117/12.2561083}
}

@inproceedings{ucer2020a,
  author    = {E. Ucer and M. Kisacikoglu and A. C. Gurbuz and S. Rahman and M. Yuksel},
  title     = {A Machine Learning Approach for Understanding Power Distribution System Congestion},
  booktitle = {2020 IEEE Energy Conversion Congress and Exposition (ECCE), Detroit, MI, USA, 2020, pp. 1977-1983},
  year      = {2020},
  url       = {https://doi.org/10.1109/ECCE44975.2020.9236353}
}

@inproceedings{gurbuz2020a,
  author    = {S. Z. Gurbuz and A. C. Gurbuz and E. A. Malaia and D. J. Griffin and C. Crawford and M. M. Rahman and R. Aksu and E. Kurtoglu and R. Mdrafi and A. Anbuselvam and T. Macks and E. Ozcelik},
  title     = {A Linguistic Perspective on Radar Micro-Doppler Analysis of American Sign Language},
  booktitle = {2020 IEEE International Radar Conference, Washington, DC, April 2020},
  year      = {2020},
  url       = {https://doi.org/10.1109/radar42522.2020.9114818}
}

@inproceedings{kurum2020gnss,
  author    = {M. Kurum and A. C. Gurbuz and M. M. Farhad},
  title     = {GNSS Reflectometry from Smartphones: Testing Performance of In-Built Antennas and GNSS Chips},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Waikoloa, HI, July 2020},
  year      = {2020},
  url       = {https://doi.org/10.1109/igarss39084.2020.9324124}
}

@inproceedings{lei2020machine,
  author    = {F. Lei and V. Senyurek and M. Kurum and A. C. Gurbuz and R. Moorhead and D. R. Boyd},
  title     = {Machine Learning Based Retrieval of Soil Moisture at High Spatio-Temporal Scales Using CYGNSS and SMAP Observations},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Waikoloa, HI, July 2020},
  year      = {2020},
  url       = {https://doi.org/10.1109/igarss39084.2020.9323106}
}

@inproceedings{boyd2020preliminary,
  author    = {D. R. Boyd and M. Kurum and A. C. Gurbuz},
  title     = {Preliminary Study of Cramer-Rao Lower Bound for Subsurface Soil Moisture Estimation Using SoOp Reflectometry},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Waikoloa, HI, July 2020},
  year      = {2020},
  url       = {https://doi.org/10.1109/igarss39084.2020.9324226}
}

@inproceedings{anjinappa2019offgrid,
  author    = {C. K. Anjinappa and A. C. Gurbuz and Y. Yapici and I. Guvenc},
  title     = {Off-Grid Aware Spatial Covariance Estimation in mmWave Communications},
  booktitle = {Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, November 2019},
  year      = {2019},
  url       = {https://doi.org/10.1109/ieeeconf44664.2019.9049061}
}

@inproceedings{gurbuz2019learning,
  author    = {R. Mdrafi and A. C. Gurbuz},
  title     = {Learning to Sense and Reconstruct a Class of Signals},
  booktitle = {2019 IEEE Radar Conference (RadarConf), Boston, MA, USA, 2019, pp. 1-5},
  year      = {2019},
  url       = {https://doi.org/10.1109/radar.2019.8835706}
}

@inproceedings{boyd2019inversion,
  author    = {D. R. Boyd and M. Kurum and J. L. Garrison and B. Nold and R. Mdrafi and O. Eroglu and A. C. Gurbuz and J. R. Piepmeier and M. A. Vega and R. Bindlish},
  title     = {Inversion Study of Simulated and Physical Soil Moisture Profiles Using Multifrequency SoOP Sources},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 2019},
  year      = {2019},
  url       = {https://doi.org/10.1109/igarss.2019.8900587}
}

@inproceedings{eroglu2019investigations,
  author    = {O. Eroglu and M. Kurum and D. R. Boyd and A. C. Gurbuz},
  title     = {Investigations into CYGNSS-Based Soil Moisture Retrieval Algorithms},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 2019},
  year      = {2019},
  url       = {https://doi.org/10.1109/igarss.2019.8900202}
}

@inproceedings{rogers2019estimating,
  author    = {J. Rogers and J. E. Ball and A. C. Gurbuz},
  title     = {Estimating the Number of Sources via Deep Learning},
  booktitle = {2019 IEEE Radar Conference (RadarConf), Boston, MA, USA, 2019, pp. 1-5},
  year      = {2019},
  url       = {https://doi.org/10.1109/radar.2019.8835819}
}

@inproceedings{gurbuz2019data,
  author    = {R. Mdrafi and A. C. Gurbuz},
  title     = {Data Driven Measurement Matrix Learning for Sparse Reconstruction},
  booktitle = {2019 IEEE Data Science Workshop (DSW), Minneapolis, MN, USA, 2019, pp. 253-257},
  year      = {2019},
  url       = {https://doi.org/10.1109/dsw.2019.8755557}
}

@inproceedings{ucer2018learning,
  author    = {E. Ucer and M. C. Kisacikoglu and A. C. Gurbuz},
  title     = {Learning EV Integration Impact on a Low Voltage Distribution Grid},
  booktitle = {2018 IEEE Power & Energy Society General Meeting (PESGM), Portland, OR, 2018, pp. 1-5},
  year      = {2018},
  url       = {https://doi.org/10.1109/pesgm.2018.8586208}
}

@inproceedings{cetiner2018multifunctional,
  author    = {A. C. Gurbuz and B. A. Cetiner},
  title     = {Multifunctional Reconfigurable Antennas for Cognitive Radars},
  booktitle = {2018 IEEE Radar Conference (RadarConf18), Oklahoma City, OK, 2018, pp. 1510-1515},
  year      = {2018},
  url       = {https://doi.org/10.1109/radar.2018.8378790}
}

@inproceedings{gogineni2018a,
  author    = {P. Gogineni and C. R. Simpson and J. Yan and C. R. Oneill and R. Sood and S. Z. Gurbuz and A. C. Gurbuz},
  title     = {A CubeSat Train for Radar Sounding and Imaging of Antarctic Ice Sheet},
  booktitle = {2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, 2018, pp. 4138-4141},
  year      = {2018},
  url       = {https://doi.org/10.1109/igarss.2018.8519162}
}

@inproceedings{gurbuz2018sparse,
  author    = {A. C. Gurbuz and Y. Yapici and I. Guvenc},
  title     = {Sparse Channel Estimation in Millimeter-Wave Communications via Parameter Perturbed OMP},
  booktitle = {2018 IEEE International Conference on Communications Workshops (ICC Workshops), Kansas City, MO, 2018, pp. 1-6},
  year      = {2018},
  url       = {https://doi.org/10.1109/iccw.2018.8403589}
}

@inproceedings{gurbuz2018adaptive,
  author    = {A. C. Gurbuz},
  title     = {Adaptive Measurement Design for Direction of Arrival Estimation and Target Tracking},
  booktitle = {SPIE Compressive Sensing VII: From Diverse Modalities to Big Data Analytics, vol. 10658, pp. 68-76, 2018},
  year      = {2018},
  url       = {https://doi.org/10.1117/12.2305048}
}

@inproceedings{gurbuz2018perturbation,
  author    = {A. C. Gurbuz},
  title     = {Perturbation Based Sparse Subspace Clustering},
  booktitle = {SPIE Compressive Sensing VII: From Diverse Modalities to Big Data Analytics, vol. 10658, pp. 159-169, 2018},
  year      = {2018},
  url       = {https://doi.org/10.1117/12.2304723}
}

@inproceedings{gurbuz2018cognitive,
  author    = {A. C. Gurbuz and S. Z. Gurbuz and B. A. Cetiner},
  title     = {Cognitive Radar Utilizing Multifunctional Reconfigurable Antennas},
  booktitle = {SPIE Conference on Radar Sensor Technology XXII, April 2018},
  year      = {2018},
  url       = {https://doi.org/10.1117/12.2304397}
}