Journal Papers [32]

Validation of a Micro-Doppler Radar for Measuring Gait Modifications During Multidirectional Visual Perturbations
D.M. Martelli, M.M. Rahman, and S.Z. Gurbuz
Gait and Posture, vol. 113, pp. 504–511, 2024

[ PDF ] [ Link to Pub ]

Overview of Radar-Based Gait Parameter Estimation Techniques for Fall Risk Assessment
S. Z. Gurbuz, M. M. Rahman, Z. Bassiri and D. Martelli
IEEE Open Journal of Engineering in Medicine and Biology, vol. 5, pp. 735-749, 2024.

[ PDF ] [ Link to Pub ]

Interactive Learning of Natural Sign Language with Radar
E. Kurtoglu, K. DeHaan, C. Kobek Pezzarossi, D.J. Griffin, C. Crawford, S.Z. Gurbuz
IET Radar Sonar and Navigation, 18(8), pp. 1203–1216, 2024.

[ Link to Pub ] [ PDF ]

CV-SincNet: Learning Complex Sinc Filters from Raw Radar Data for Computationally Efficient Human Motion Recognition
IEEE Transactions on Radar Systems, vol. 1, pp. 493-504, 2023
S. Biswas, C. O. Ayna, S.Z. Gurbuz, and A.C. Gurbuz

[ Link to Pub ] [ PDF ]

Evaluation of Laser Image Enhancement and Restoration for Underwater Object Recognition
IEEE Sensors Journal, vol. 23, no. 21, pp. 26136-26153, Nov. 1, 2023
O. O. Adeoluwa, C. D. Moseley, S. M. Kim, P. Kung, S. Z Gurbuz

[ Link to Pub ] [ PDF ]

Boosting Multi-Target Recognition Performance with MIMO Radar-based Angular Subspace Projection and Multi-View DNN
IET Radar, Sonar and Navigation, vol. 17, no. 7, July 2023
E. Kurtoglu, S. Biswas, A.C. Gurbuz, and S.Z. Gurbuz

[ Link to Pub ] [ PDF ]

Sensing and Machine Learning for Automotive Perception: A Review
IEEE Sensors Journal, vol. 23, iss. 11, June 2023 
A. Pandharipande, C.-H. Cheng, J. Dauwels, S. Z. Gurbuz, J. Ibanex-Guzman, G. Li, A. Piazzoni, P. Wang, A. Santra

[ Link to Pub ] [ PDF ]

Physics-Aware Generative Adversarial Network for Human Activity Recognition
IEEE Transactions on Aerospace and Electronic Systems, vol. 59, no. 3, pp. 2994-3008, June 2023.
M.M. Rahman, S.Z. Gurbuz, and M.G. Amin

[ Link to Pub ] [ PDF ]

Gait Variability Analysis using Continuous RF Data Streams of Human Activity 
Elsevier Smart Health Journal, Vol. 26, Oct. 2023 
Special Issue for IEEE/ACM Int. Conf. on Connected Health: Applications, Systems and Engineering Technologies (CHASE)
S.Z Gurbuz, E. Kurtoglu, M.M. Rahman, and D. Martelli

[ Link to Pub ] [ PDF ]

Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors
IEEE Transactions on Aerospace and Electronic Systems, Volume: 58, Iss. 4, August 2022 
M.M. Rahman, E.A. Malaia, A.C. Gurbuz, D. Griffin, C. Crawford and S.Z. Gurbuz
* https://arxiv.org/abs/2201.00055 (Jan 2022)

[ Link to Pub ] [ PDF ]

ASL Trigger Recognition in Mixed Activity/Signing Sequences for RF Sensor-Based User Interfaces
IEEE Transactions on Human Machine Systems, Volume: 52, Iss. 4, August 2022
E. Kurtoglu, A.C. Gurbuz, E.A. Malaia, D. Griffin, C. Crawford, and S.Z. Gurbuz
* https://arxiv.org/abs/2111.05480 (Dec. 2021)

[ Link to Pub ] [ PDF ]

Complexity in Sign languages: Linguistic and Dimensional Analysis of Information Transfer in Dynamic Visual Communication 
Linguistic Vanguard, vol. 9, no. s1, 2023, pp. 121-131, published online in October 2022.
E.A. Malaia, J.D. Borneman, E. Kurtoglu, S.Z. Gurbuz, D. Griffin, C. Crawford, and A.C. Gurbuz

[ Link to Pub ] [ PDF ]

Multi-Frequency RF Sensor Fusion for Word-Level Fluent ASL Recognition 
IEEE Sensors Journal, Volume: 22, Iss. 12, pp. 11373-11381, June 2022
S.Z. Gurbuz, M.M. Rahman, E. Kurtoglu, E. Malaia, A.C. Gurbuz, D.J. Griffin, C. Crawford

[ Link to Pub ] [ PDF ]

Sequential Human Gait Classification with Distributed Radar Sensor Fusion  
IEEE Sensors Journal, vol. 21, iss. 6, March 2021
H. Li, A. Mehul, J. Le Kernec, S.Z. Gurbuz, F. Fioranelli

[ Link to Pub ] [ PDF ]

American Sign Language Recognition Using RF Sensing 
IEEE Sensors Journal, vol. 21, iss. 3, Feb. 2021
* IEEE Early Access, September 7, 2020
S.Z. Gurbuz, A.C. Gurbuz, E. Malaia, D. Griffin, C. Crawford, M. Rahman, E. Kurtoglu, R. Aksu, T. Macks, R. Mdrafi
* https://arxiv.org/abs/2009.01224  (August 2020)

[ Link to Pub ] [ PDF ]

Motion classification using kinematically sifted ACGAN-synthesized radar micro-Doppler signatures 
IEEE Transactions on Aerospace and Electronic Systems, Vol. 56, Iss. 4, pp. 3197 – 3213, August 2020
B Erol, S.Z. Gurbuz, and M.G. Amin
* IEEExplore Early Access: January 27, 2020
* https://arxiv.org/abs/2001.08582 (January 2020)

[ Link to Pub ] [ PDF ]

Radar-based human motion recognition with deep learning 
IEEE Signal Processing Magazine, Vol. 36, Iss. 4, pp. 16 – 28, July 2019
Special Issue on Advances in Radar Systems for Modern Civilian and Commercial Applications
S.Z. Gurbuz, M.G. Amin

[ Link to Pub ] [ PDF ]

DNN transfer learning from diversified micro-Doppler for motion classification 
IEEE Transactions on Aerospace and Electronic Systems, vol. 55, no. 5, pp. 2164 – 2180, Oct. 2019
B. Erol, S.Z. Gurbuz, M.G. Amin
* https://arxiv.org/abs/1811.08361v1 (November 2018)

[ Link to Pub ] [ PDF ]

Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities
IEEE Transactions on Aerospace and Electronic Systems, vol. 54, iss. 4, pp. 1709 – 1723, August 2018
M.S. Seyfioglu, A.M. Ozbayoglu, S.Z. Gurbuz

[ Link to Pub ] [ PDF ]

Automatic data-driven frequency-warped cepstral feature design for micro-Doppler classification
IEEE Transactions on Aerospace and Electronic Systems, vol. 54, iss. 4, pp. 1724 – 1738, August 2018
B. Erol, S.Z. Gurbuz, and M.G. Amin

[ Link to Pub ] [ PDF ]

Deep neural network initialization methods for micro-Doppler classification with low training sample support 
IEEE Geoscience and Remote Sensing Letters, Vol. 14, No. 12, pp. 2462-2466, Dec. 2017
M.S. Seyfioglu, S.Z. Gurbuz

[ Link to Pub ] [ PDF ]

Feature Diversity for Optimized Human Micro-Doppler Classification Using Multistatic Radar
IEEE Transactions of Aerospace and Electronic Systems, Vol. 53, No. 2, pp. 640-654, April 2017
F. Fioranelli, M. Ritchie, S.Z. Gurbuz, H. Griffiths

[ Link to Pub ] [ PDF ]

Micro-Doppler Based In-Home Aided and Unaided Walking Recognition with Multiple Radar and Sonar Systems
IET Radar, Sonar and Navigation, Vol. 11, No. 1, pp. 107-115, April 2017
S.Z. Gurbuz, C. Clemente, A. Balleri, J. Soraghan

[ Link to Pub ] [ PDF ]

Information Theoretic Feature Selection for Human Micro-Doppler Signature Classification 
IEEE Transactions on Geoscience and Remote Sensing, Vol. 55, No. 5, pp. 2749-2762, May 2016 
B. Tekeli, S.Z. Gurbuz, M. Yuksel

[ Link to Pub ] [ PDF ]

Operational Assessment and Adaptive Selection of Micro-Doppler Features
IET Radar, Sonar, and Navigation, Vol. 9, No. 9, pp. 1196-1204, Dec. 2015
S.Z. Gurbuz, B. Erol, B. Cagliyan, B. Tekeli

[ Link to Pub ] [ PDF ]

Knowledge Exploitation for Human Micro-Doppler Classification 
IEEE Geoscience and Remote Sensing Letters, Vol. 12, No. 10, pp. 2125-2129, October 2015
C. Karabacak, S.Z. Gürbüz, A.C. Gürbüz, M.B. Guldogan, G. Hendeby, F. Gustafsson

[ Link to Pub ] [ PDF ]

Human Activity Classification Using the Wireless, Mote-Scale Bumblebee Radar 
IEEE Geoscience and Remote Sensing Letters, Vol. 12, No. 10, pp. 2135-2139, October 2015
B. Çağlıyan, S.Z. Gürbüz

[ Link to Pub ] [ PDF ]

Implementation of an Enhanced Target Localization and Identification Algorithm on a Magnetic WSN
IEICE Transactions on Communications, Vol. E98-B, No. 10, pp. 2022-2023, October 2015
S. Baghaee, S.Z. Gürbüz, E. Uysal-Bıyıkoğlu

[ Link to Pub ] [ PDF ]

A Kinect-Based Human Micro-Doppler Simulator*
IEEE Aerospace and Systems Magazine, Vol. 30, No. 5, May 2015
B.Erol, C. Karabacak, S.Z. Gürbüz

[ Link to Pub ] [ PDF ]

*Kid on the cover is my son Mustafa Alperen Gurbuz 🙂

Kinematic Model-Based Human Detectors for Multi-Channel Radar 
IEEE Transactions on Aerospace and Electronic Systems, Vol. 48, No. 2, pp. 1306-1318, April 2012
S.Z. Gürbüz, W.L. Melvin, D.B. Williams.

[ Link to the Pub ] [ PDF ]

A Non-Linear Phase, Model-Based Human Detector for Radar
IEEE Transactions in Aerospace and Electronic Systems, Vol. 47, No. 4, pp. 1306-1318, October 2011
S.Z. Gürbüz, W.L. Melvin, and D.B. Williams

[ Link to the Pub ] [ PDF ]