Ali Cafer Gürbüz

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 60

Top Venues

IGARSS

SIU

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

Remote. Sens.

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Ahmed Manavi Alam, Mehmet Kurum, Mehmet Ogut, Ali Cafer Gürbüz
Microwave Radiometer Calibration Using Deep Learning With Reduced Reference Information and 2-D Spectral Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Md. Mehedi Farhad, Sabyasachi Biswas, Ahmed Manavi Alam, Ali Cafer Gürbüz, Mehmet Kurum
SDR Based Agile Radiometer with Onboard RFI Processing on a Small UAS. IGARSS (2023)
Cemre Ömer Ayna, Robiulhossain Mdrafi, Qian Du, Ali Cafer Gürbüz
Learning-Based Optimization of Hyperspectral Band Selection for Classification. Remote. Sens. 15 (18) (2023)
Md. Mehedi Farhad, Mehmet Kurum, Ali Cafer Gürbüz
A Ubiquitous GNSS-R Methodology to Estimate Surface Reflectivity Using Spinning Smartphone Onboard a Small UAS. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
M. M. Nabi, Volkan Yusuf Senyurek, Fangni Lei, Mehmet Kurum, Ali Cafer Gürbüz
Quasi-Global Assessment of Deep Learning-Based CYGNSS Soil Moisture Retrieval. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Ahmed Manavi Alam, Mehmet Kurum, Ali Cafer Gürbüz
High-Resolution Radio Frequency Interference Detection in Microwave Radiometry Using Deep Learning. IGARSS (2023)
Walaa AlQwider, Ahmed Manavi Alam, Md. Mehedi Farhad, Mehmet Kurum, Ali Cafer Gürbüz, Vuk Marojevic
Software Radio Testbed for 5G and L-Band Radiometer Coexistence Research. IGARSS (2023)
Ege Bozdag, Volkan Senyurek, M. M. Nabi, Mehmet Kurum, Ali Cafer Gürbüz
Fusing Sentinel-1 with CYGNSS to Account For Vegetation Effects in Soil Moisture Retrievals. IGARSS (2023)
M. M. Nabi, Volkan Yusuf Senyurek, Ali Cafer Gürbüz, Mehmet Kurum
Deep Learning-Based Soil Moisture Retrieval in CONUS Using CYGNSS Delay-Doppler Maps. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Ahmed Manavi Alam, Mehmet Kurum, Ali Cafer Gürbüz
Radio Frequency Interference Detection for SMAP Radiometer Using Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Emin Ucer, Mithat C. Kisacikoglu, Murat Yuksel, Ali Cafer Gürbüz
Data-driven, Internet-inspired, and Scalable EV Charging for Power Distribution Grid. CoRR (2022)
Cemre Ömer Ayna, Ali Cafer Gürbüz
Robustness Analysis for Deep Learning-Based Image Reconstruction Models. IEEECONF (2022)
Dylan R. Boyd, A. M. Alam, Mehmet Kurum, Ali Cafer Gürbüz, Batuhan Osmanoglu
Preliminary Snow Water Equivalent Retrieval of SnowEX20 Swesarr Data. IGARSS (2022)
Mehmet Kurum, Md. Mehedi Farhad, Junming Diao, Ali Cafer Gürbüz
A Ubiquitous GNSS-R Approach Using Spinning Smartphone Onboard a Small UAS. IGARSS (2022)
Robiulhossain Mdrafi, Ali Cafer Gürbüz
Data Driven Joint Hyperspectral Band Selection and Image Classification. IGARSS (2022)
A. M. Alam, Ali Cafer Gürbüz, Mehmet Kurum
SMAP Radiometer RFI Prediction with Deep Learning using Antenna Counts. IGARSS (2022)
M. M. Nabi, Volkan Yusuf Senyurek, Ali Cafer Gürbüz, Mehmet Kurum
A Deep Learning-Based Soil Moisture Estimation in Conus Region Using Cygnss Delay Doppler Maps. IGARSS (2022)
Mohammad Mahbubur Rahman, Evie Malaia, Ali Cafer Gürbüz, Darrin J. Griffin, Chris S. Crawford, Sevgi Zubeyde Gurbuz
Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition With RF Sensors. IEEE Trans. Aerosp. Electron. Syst. 58 (4) (2022)
Volkan Yusuf Senyurek, Md. Mehedi Farhad, Ali Cafer Gürbüz, Mehmet Kurum, Ardeshir Adeli
Fusion of Reflected GPS Signals With Multispectral Imagery to Estimate Soil Moisture at Subfield Scale From Small UAS Platforms. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Emre Kurtoglu, Ali Cafer Gürbüz, Evie Malaia, Darrin J. Griffin, Chris S. Crawford, Sevgi Zubeyde Gurbuz
ASL Trigger Recognition in Mixed Activity/Signing Sequences for RF Sensor-Based User Interfaces. IEEE Trans. Hum. Mach. Syst. 52 (4) (2022)
Mehmet Kurum, Md. Mehedi Farhad, Ali Cafer Gürbüz
Integration of Smartphones Into Small Unmanned Aircraft Systems to Sense Water in Soil by Using Reflected GPS Signals. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Robiulhossain Mdrafi, Ali Cafer Gürbüz
Data Driven Learning of Constrained Measurement Matrices for Signal Reconstruction. ACSCC (2021)
Robiulhossain Mdrafi, Ali Cafer Gürbüz
Compressed Classification from Learned Measurements. ICCVW (2021)
Volkan Yusuf Senyurek, Ali Cafer Gürbüz, Mehmet Kurum, Fangni Lei, Dylan Boyd, Robert J. Moorhead
Spatial and Temporal Interpolation of CYGNSS Soil Moisture Estimations. IGARSS (2021)
Volkan Yusuf Senyurek, Ali Cafer Gürbüz, Mehmet Kurum
Assessment of Interpolation Errors of CYGNSS Soil Moisture Estimations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
M. Mahbubur Rahman, Emre Kurtoglu, Robiulhossain Mdrafi, Ali Cafer Gürbüz, Evie Malaia, Chris S. Crawford, Darrin J. Griffin, Sevgi Zubeyde Gurbuz
Word-Level ASL Recognition and Trigger Sign Detection with RF Sensors. ICASSP (2021)
Fangni Lei, Volkan Yusuf Senyurek, Mehmet Kurum, Ali Cafer Gürbüz, Dylan Boyd, Robert J. Moorhead
Quasi-Global GNSS-R Soil Moisture Retrievals at High Spatio-Temporal Resolution from Cygnss and Smap Data. IGARSS (2021)
Chethan Kumar Anjinappa, Ali Cafer Gürbüz, Yavuz Yapici, Ismail Güvenç
Off-Grid Aware Channel and Covariance Estimation in mmWave Networks. IEEE Trans. Commun. 68 (6) (2020)
Dylan Boyd, Mehmet Kurum, Orhan Eroglu, Ali Cafer Gürbüz, James L. Garrison, Benjamin Nold, Manuel A. Vega, Jeffrey R. Piepmeier, Rajat Bindlish
SCoBi Multilayer: A Signals of Opportunity Reflectometry Model for Multilayer Dielectric Reflections. Remote. Sens. 12 (21) (2020)
Volkan Yusuf Senyurek, Fangni Lei, Dylan Boyd, Ali Cafer Gürbüz, Mehmet Kurum, Robert J. Moorhead
Evaluations of Machine Learning-Based CYGNSS Soil Moisture Estimates against SMAP Observations. Remote. Sens. 12 (21) (2020)
Sevgi Zubyede Gurbuz, Ali Cafer Gürbüz, Evie Malaia, Darrin J. Griffin, Chris S. Crawford, M. Mahbubur Rahman, Emre Kurtoglu, Ridvan Aksu, Trevor Macks, Robiulhossain Mdrafi
American Sign Language Recognition Using RF Sensing. CoRR (2020)
Mehmet Kurum, Ali Cafer Gürbüz, Md. Mehedi Farhad
GNSS Reflectometry from Smartphones: Testing Performance of In-Built Antennas and GNSS Chips. IGARSS (2020)
Volkan Yusuf Senyurek, Fangni Lei, Dylan Boyd, Mehmet Kurum, Ali Cafer Gürbüz, Robert J. Moorhead
Machine Learning-Based CYGNSS Soil Moisture Estimates over ISMN sites in CONUS. Remote. Sens. 12 (7) (2020)
Dylan R. Boyd, Ali Cafer Gürbüz, Mehmet Kurum, James L. Garrison, Benjamin Nold, Jeffrey R. Piepmeier, Manuel Vega, Rajat Bindlish
Cramer-Rao Lower Bound for SoOp-R-Based Root-Zone Soil Moisture Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Fangni Lei, Volkan Yusuf Senyurek, Mehmet Kurum, Ali Cafer Gürbüz, Robert J. Moorhead II, Dylan Boyd
Machine-Learning Based Retrieval of Soil Moisture at High Spatio-Temporal Scales Using CYGNSS and SMAP Observations. IGARSS (2020)
Dylan R. Boyd, Mehmet Kurum, Ali Cafer Gürbüz
Preliminary Study of Cramer-Rao Lower Bound for Subsurface Soil Moisture Estimation Using SoOp Reflectometry. IGARSS (2020)
Ali Cafer Gürbüz, Bedri A. Cetiner
CRLB based mode selection and enhanced DOA estimation for multifunctional reconfigurable arrays. Phys. Commun. 38 (2020)
Robiulhossain Mdrafi, Qian Du, Ali Cafer Gürbüz, Bo Tang, Li Ma, Nicolas H. Younan
Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Robiulhossain Mdrafi, Ali Cafer Gürbüz
Joint Learning of Measurement Matrix and Signal Reconstruction via Deep Learning. IEEE Trans. Computational Imaging 6 (2020)
Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz, Evie Malaia, Darrin J. Griffin, Chris S. Crawford, Emre Kurtoglu, Mohammad Mahbubur Rahman, Ridvan Aksu, Robiulhossain Mdrafi
ASL Recognition Based on Kinematics Derived from a Multi-Frequency RF Sensor Network. IEEE SENSORS (2020)
Orhan Eroglu, Mehmet Kurum, Dylan Boyd, Ali Cafer Gürbüz
High Spatio-Temporal Resolution CYGNSS Soil Moisture Estimates Using Artificial Neural Networks. Remote. Sens. 11 (19) (2019)
Chethan Kumar Anjinappa, Ali Cafer Gürbüz, Yavuz Yapici, Ismail Güvenç
Off-Grid Aware Spatial Covariance Estimation in mmWave Communications. ACSSC (2019)
Emin Ucer, Mithat C. Kisacikoglu, Murat Yuksel, Ali Cafer Gürbüz
An Internet-Inspired Proportional Fair EV Charging Control Method. IEEE Syst. J. 13 (4) (2019)
Orhan Eroglu, Dylan R. Boyd, Ali Cafer Gürbüz, Mehmet Kurum
Investigations into CYGNSS-Based Soil Moisture Retrieval Algorithms. IGARSS (2019)
Robiul Hossain Md. Rafi, Ali Cafer Gürbüz
Data Driven Measurement Matrix Learning for Sparse Reconstruction. DSW (2019)
Dylan R. Boyd, Manuel A. Vega, Rajat Bindlish, Mehmet Kurum, James L. Garrison, Benjamin Nold, Ali Cafer Gürbüz, Bryan LaGrone, Orhan Eroglu, Robiulhossain Mdrafi, Jeffrey Piepmeier
Inversion Study of Simulated and Physical Soil Moisture Profiles using Multifrequency Soop-Sources. IGARSS (2019)
Prasad Gogineni, Christopher R. Simpson, Jie-Bang Yan, Charles R. O'Neill, Rohan Sood, Sevgi Zübeyde Gürbüz, Ali Cafer Gürbüz
A CubeSat Train for Radar Sounding and Imaging of Antarctic Ice Sheet. IGARSS (2018)
Ali Cafer Gürbüz, Yavuz Yapici, Ismail Güvenç
Sparse Channel Estimation in Millimeter-Wave Communications via Parameter Perturbed OMP. ICC Workshops (2018)
Sedat Camlica, Ali Cafer Gürbüz, Orhan Arikan
Autofocused Spotlight SAR Image Reconstruction of Off-Grid Sparse Scenes. IEEE Trans. Aerosp. Electron. Syst. 53 (4) (2017)
Danilo Orlando, Chengpeng Hao, Augusto Aubry, Guolong Cui, Ali Cafer Gürbüz, Saeed Gazor
Special issue: advanced techniques for radar signal processing. EURASIP J. Adv. Signal Process. 2017 (2017)
Yasar Kemal Alp, Ali Bugra Korucu, Ahmet Turan Karabacak, Ali Cafer Gürbüz, Orhan Arikan
Online calibration of Modulated Wideband Converter. SIU (2016)
Ismail Emre Ortatatli, Adnan Orduyilmaz, Mahmut Serin, Ömer Özdil, Alper Yildirim, Ali Cafer Gürbüz
Real-time frequency parameter extraction for electronic support systems. SIU (2016)
Coskun Aydemir, Ali Cafer Gürbüz, Israfil Bahceci
Non-Linear junction detectors: Experimental performance analysis. SIU (2015)
Ihsan Ilhan, Ali Cafer Gürbüz
Finding sparse parametric shapes from low number of imase measurements. SIU (2015)
Bertan Günyel, Ramazan Gokberk Cinbis, Sedat Ture, Ali Cafer Gürbüz
Hyperspectral target detection - An experimental study. SIU (2015)
Ihsan Ilhan, Ali Cafer Gürbüz, Orhan Arikan
Sparsity based robust Stretch Processing. DSP (2015)
Salih Ugur, Orhan Arikan, Ali Cafer Gürbüz
SAR image reconstruction by expectation maximization based matching pursuit. Digit. Signal Process. 37 (2015)
Sedat Camlica, Ali Cafer Gürbüz, Orhan Arikan
SAR image reconstruction with joint off-grid target and phase error corrections. IGARSS (2015)
Adnan Orduyilmaz, Mahmut Serin, Alper Yildirim, Kivanc Ceyhan, Ali Cafer Gürbüz
Hybrid phase amplitude direction finding method. SIU (2015)
Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz, Mehmet Burak Guldogan, Gustaf Hendeby, Fredrik Gustafsson
Knowledge Exploitation for Human Micro-Doppler Classification. IEEE Geosci. Remote. Sens. Lett. 12 (10) (2015)
Baris Erol, Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz
Radar simulation of different human activities via Kinect. SIU (2014)
Adnan Orduyilmaz, Mahmut Serin, Ali Cafer Gürbüz, Alper Yildirim
Passive direction finding using amplitude and phase comparison techniques. SIU (2014)
Oguzhan Teke, Ali Cafer Gürbüz, Orhan Arikan
Sparse delay-Doppler image reconstruction under off-grid problem. SAM (2014)
Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz
Automatic human activity classification using radar. SIU (2014)
Safak Bilgi Akdemir, Adnan Orduyilmaz, Ali Cafer Gürbüz, Alper Yildirim
Analysis of frequency modulated continuous wave signals using time-frequency domain shape features. SIU (2014)
Oguzhan Teke, Orhan Arikan, Ali Cafer Gürbüz
A recursive approach to reconstruction of sparse signals. SIU (2014)
Oguzhan Teke, Ali Cafer Gürbüz, Orhan Arikan
A recursive way for sparse reconstruction of parametric spaces. ACSSC (2014)
Oguzhan Teke, Ali Cafer Gürbüz, Orhan Arikan
A robust compressive sensing based technique for reconstruction of sparse radar scenes. Digit. Signal Process. 27 (2014)
R. Tufan Albayrak, Ali Cafer Gürbüz, Bertan Günyel
Compressed sensing based hyperspectral unmixing. SIU (2014)
Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz
Radar simulation of human micro-Doppler signature from video motion capture data. SIU (2013)
Arif Ataman, Burkan Tekeli, Ali Cafer Gürbüz
Development of a stepped frequency GPR prototype. SIU (2013)
Oguzhan Teke, Ali Cafer Gürbüz, Orhan Arikan
Perturbed Orthogonal Matching Pursuit. IEEE Trans. Signal Process. 61 (24) (2013)
Sevgi Zubeyde Gurbuz, Burkan Tekeli, Melda Yuksel, Cesur Karabacak, Ali Cafer Gürbüz, Mehmet Burak Guldogan
Importance ranking of features for human micro-Doppler classification with a radar network. FUSION (2013)
Oguzhan Teke, Orhan Arikan, Ali Cafer Gürbüz
Compressive sensing based target detection in delay-Doppler radars. SIU (2013)
Ali Cafer Gürbüz, Oguzhan Teke, Orhan Arikan
Sparse ground-penetrating radar imaging method for off-the-grid target problem. J. Electronic Imaging 22 (2) (2013)
Handan Ilbegi, Ali Cafer Gürbüz
Demosaicking with compressive sensing. SIU (2012)
Mehmet Ali Çagri Tuncer, Ali Cafer Gürbüz
Ground Reflection Removal in Compressive Sensing Ground Penetrating Radars. IEEE Geosci. Remote. Sens. Lett. 9 (1) (2012)
Oguzhan Teke, Ali Cafer Gürbüz, Orhan Arikan
A new OMP technique for sparse recovery. SIU (2012)
Ali Cafer Gürbüz, James H. McClellan, Waymond R. Scott Jr.
Compressive sensing of underground structures using GPR. Digit. Signal Process. 22 (1) (2012)
Ali Cafer Gürbüz, Mert Pilanci, Orhan Arikan
Expectation maximization based matching pursuit. ICASSP (2012)
Ali Cafer Gürbüz, Volkan Cevher, James H. McClellan
Bearing Estimation via Spatial Sparsity using Compressive Sensing. IEEE Trans. Aerosp. Electron. Syst. 48 (2) (2012)
Celalettin Karakus, Ali Cafer Gürbüz, Bülent Tavli
Efficiency of Compressive Sensing on the lifetime of Wireless Sensor Networks. SIU (2012)
Salih Ugur, Orhan Arikan, Ali Cafer Gürbüz
SAR image reconstruction by EMMP algorithm. SIU (2012)
Mert Can Aktas, Ali Cafer Gürbüz
Recognition of stagger pulse repetition interval for electronic support systems. SIU (2012)
Muhammed Duman, Ali Cafer Gürbüz
Through the wall imaging with Compressive Sensing and effects of unknown parameters to the performance. SIU (2012)
Ali Cafer Gürbüz
Determination of Background Distribution for Ground-Penetrating Radar Data. IEEE Geosci. Remote. Sens. Lett. 9 (4) (2012)
Mehmet Ali Çagri Tuncer, Ali Cafer Gürbüz
Analysis of unknown velocity and target off the grid problems in compressive sensing based subsurface imaging. ICASSP (2011)
Ali Cafer Gürbüz, James H. McClellan, Waymond R. Scott
Detection of linear and planar structures in 3D subsurface images by iterative dimension reduction. Digit. Signal Process. 20 (2) (2010)
Ali Cafer Gürbüz
Analysis of unknown velocity and target off the grid problems in compressive sensing based subsurface imaging. EUSIPCO (2010)
Ali Cafer Gürbüz, James H. McClellan, Waymond R. Scott
Compressive sensing for subsurface imaging using ground penetrating radar. Signal Process. 89 (10) (2009)
Ali Cafer Gürbüz, James H. McClellan, Waymond R. Scott
A compressive sensing data acquisition and imaging method for stepped frequency GPRs. IEEE Trans. Signal Process. 57 (7) (2009)
Ali Cafer Gürbüz
Shape detection in images exploiting sparsity. ISCIS (2009)
Ali Cafer Gürbüz, James H. McClellan, Waymond R. Scott
GPR Imaging Using Compressed Measurements. IGARSS (2) (2008)
Volkan Cevher, Ali Cafer Gürbüz, James H. McClellan, Rama Chellappa
Compressive wireless arrays for bearing estimation. ICASSP (2008)
Ali Cafer Gürbüz, James H. McClellan, Volkan Cevher
A compressive beamforming method. ICASSP (2008)
Ali Cafer Gürbüz, James H. McClellan, Justin K. Romberg, Waymond R. Scott
Compressive sensing of parameterized shapes in images. ICASSP (2008)
Tegan Counts, Ali Cafer Gürbüz, Waymond R. Scott, James H. McClellan, Kangwook Kim
Multistatic Ground-Penetrating Radar Experiments. IEEE Trans. Geosci. Remote. Sens. 45 (8) (2007)
Ali Cafer Gürbüz, James H. McClellan, Waymond R. Scott
Detecting Curved Underground Tunnels using Partial Radon Transforms. ICASSP (1) (2007)
Ali Cafer Gürbüz, James H. McClellan, Waymond R. Scott
Feature Detection in Highly Noisy Images using Random Sample Theory. DSP (2007)
Ali Cafer Gürbüz, James H. McClellan, Waymond R. Scott, Greg D. Larson
Seismic Tunnel Imaging and Detection. ICIP (2006)

Ali Cafer Gürbüz.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Ali Cafer Gürbüz