Sevgi Zubeyde Gurbuz

Interactive learning of natural sign language with radar

IET Radar, Sonar &Amp; Navigation.

Overview of Radar-Based Gait Parameter Estimation Techniques for Fall Risk Assessment

IEEE Open Journal of Engineering in Medicine and Biology.

Validation of a micro-doppler radar for measuring gait modifications during multidirectional visual perturbations

Gait &Amp; Posture.

Boosting multi-target recognition performance with multi-input multi-output radar-based angular subspace projection and multi-view deep neural network

IET Radar, Sonar and Navigation, 17(7), 1115–1128.

Complex SincNet for More Interpretable Radar Based Activity Recognition

Proceedings of the IEEE Radar Conference, 2023-May.

Complexity in sign languages: Linguistic and dimensional analysis of information transfer in dynamic visual communication

Linguistics Vanguard, 9(1 s), 121–131.

Edge Detection Metrics for Improved Object Recognition with Underwater Laser Images

Proceedings of SPIE - The International Society for Optical Engineering, 12543.

Evaluation of Laser Image Enhancement and Restoration for Underwater Object Recognition

IEEE Sensors Journal, 23(21), 26136–26153.

Guest Editorial Special Issue on Sensing and Machine Learning for Automotive Perception

IEEE Sensors Journal, 23(11), 11116.

Influence of Radar Signal Processing on Deep Learning-based Classification

Proceedings of the IEEE Radar Conference, 2023-May.

Interactive RF Game Design for Deciphering Real-World Human Motion: Activities, Gestures, and Sign Language

Proceedings of the IEEE Radar Conference, 2023-May.

Physics-Aware Generative Adversarial Networks for Radar-Based Human Activity Recognition

IEEE Transactions on Aerospace and Electronic Systems, 59(3), 2994–3008.

Polarization De-Multiplexing Metasurface Based Polarimetric Imaging with Time of Flight Multi-Pixel Imager

Proceedings of SPIE - The International Society for Optical Engineering, 12514.

Radar-Based Human Skeleton Estimation with CNN-LSTM Network Trained with Limited Data

BHI 2023 - IEEE-EMBS International Conference on Biomedical and Health Informatics, Proceedings.

Self-Supervised Contrastive Learning for Radar-Based Human Activity Recognition

Proceedings of the IEEE Radar Conference, 2023-May.

Sensing and Machine Learning for Automotive Perception: A Review

IEEE Sensors Journal, 23(11), 11097–11115.

ASL Trigger Recognition in Mixed Activity/Signing Sequences for RF Sensor-Based User Interfaces

IEEE Transactions on Human-Machine Systems, 52(4), 699–712.

Continuous Human Activity Recognition and Step-Time Variability Analysis with FMCW Radar

BHI-BSN 2022 - IEEE-EMBS International Conference on Biomedical and Health Informatics and IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, Symposium Proceedings.

Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors

Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition With RF Sensors. IEEE Transactions on Aerospace and Electronic Systems, 58(4), 2732–2745.

Gait Variability Analysis with Multi-Channel FMCW Radar for Fall Risk Assessment

Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022-June, 345–349.

Gait variability analysis using continuous RF data streams of human activity

Smart Health, 26.

Local Detection of OLTC Operation to Support Decentralized Control of Active End-Nodes

IEEE Power and Energy Society General Meeting, 2022-July.

Multi-Frequency RF Sensor Fusion for Word-Level Fluent ASL Recognition

IEEE Sensors Journal, 22(12), 11373–11381.

Performance Comparison of Radar and Video for American Sign Language Recognition

Proceedings of the IEEE Radar Conference.

RF Micro-Doppler Classification with Multiple Spectrograms from Angular Subspace Projections

Proceedings of the IEEE Radar Conference.

ASL trigger recognition in mixed activity/signing sequences for RF sensor-based user interfaces

ArXiv.

ASL trigger recognition in mixed activity/signing sequences for RF sensor-based user interfaces

ArXiv. http://www.scopus.com/inward/record.url?eid=2-s2.0-85119573638&partnerID=MN8TOARS

American Sign Language Recognition Using RF Sensing

IEEE Sensors Journal, 21(3), 3763–3775.

Application of deep learning to radar remote sensing

In Deep Neural Network Design for Radar Applications (pp. 355–388).

Challenges in training DNNs for classification of radar micro-Doppler signatures

In Deep Neural Network Design for Radar Applications (pp. 123–161).

Deep neural network design for radar applications

In Deep Neural Network Design for Radar Applications (pp. 1–400).

Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors

ArXiv.

Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors

ArXiv. http://www.scopus.com/inward/record.url?eid=2-s2.0-85122605790&partnerID=MN8TOARS

Epilogue: Looking toward the future

In Deep Neural Network Design for Radar Applications (pp. 389–390). http://www.scopus.com/inward/record.url?eid=2-s2.0-85114580390&partnerID=MN8TOARS

Kinematic and linguistic interpretation of human motion via RF signal analysis

In New Methodologies for Understanding Radar Data (pp. 437–467). http://www.scopus.com/inward/record.url?eid=2-s2.0-85136422043&partnerID=MN8TOARS

Multi-Frequency RF Sensor Data Adaptation for Motion Recognition with Multi-Modal Deep Learning

IEEE National Radar Conference - Proceedings, 2021-May.

Near real-time ASL recognition using a millimeter wave radar

Proceedings of SPIE - The International Society for Optical Engineering, 11742.

Open Radar Initiative: Large Scale Dataset for Benchmarking of micro-Doppler Recognition Algorithms

IEEE National Radar Conference - Proceedings, 2021-May.

Physics-Aware Design of Multi-Branch GAN for Human RF Micro-Doppler Signature Synthesis

IEEE National Radar Conference - Proceedings, 2021-May.

Prologue: Perspectives on deep learning of RF data

In Deep Neural Network Design for Radar Applications (pp. 1–8).

Radar systems, signals, and phenomenology

In Deep Neural Network Design for Radar Applications (pp. 11–42).

Sequential Classification of ASL Signs in the Context of Daily Living Using RF Sensing

IEEE National Radar Conference - Proceedings, 2021-May.

Sequential Human Gait Classification with Distributed Radar Sensor Fusion

IEEE Sensors Journal, 21(6), 7590–7603.

Word-level ASL recognition and trigger sign detection with RF sensors

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2021-June, 8233–8237.

Word-level Sign Language Recognition Using Linguistic Adaptation of 77 GHz FMCW Radar Data

IEEE National Radar Conference - Proceedings, 2021-May.

3D scene reconstruction from multi-sensor EO-SAR data

Proceedings of SPIE - The International Society for Optical Engineering, 11393.

A linguistic perspective on radar micro-doppler analysis of American sign language

2020 IEEE International Radar Conference, RADAR 2020, 232–237.

ASL Recognition Based on Kinematics Derived from a Multi-Frequency RF Sensor Network

Proceedings of IEEE Sensors, 2020-October.

Airborne Dual-Band Microwave Radar System for Snow Thickness Measurement

International Geoscience and Remote Sensing Symposium (IGARSS), 2934–2937.

American Sign Language recognition using RF sensing

ArXiv.

American Sign Language recognition using RF sensing

ArXiv. http://www.scopus.com/inward/record.url?eid=2-s2.0-85098396846&partnerID=MN8TOARS

Cross-frequency training with adversarial learning for radar micro-Doppler signature classification

Proceedings of SPIE - The International Society for Optical Engineering, 11408.

Deep neural networks for radar micro-doppler signature classification

In Micro-Doppler Radar and its Applications (pp. 103–136). http://www.scopus.com/inward/record.url?eid=2-s2.0-85115732356&partnerID=MN8TOARS

Distributed Radar Information Fusion for Gait Recognition and Fall Detection

IEEE National Radar Conference - Proceedings, 2020-September.

Exploitation of motion capture data for improved synthetic micro-doppler signature generation with adversarial learning

Proceedings of SPIE - The International Society for Optical Engineering, 11395.

Motion Classification Using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler Signatures

IEEE Transactions on Aerospace and Electronic Systems, 56(4), 3197–3213.

Motion Classification using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler Signatures

ArXiv.

Neural Networks Machine Learning in Cognitive Radar

IEEE National Radar Conference - Proceedings, 2020-September.

Synthesis of micro-doppler signatures for abnormal gait using multi-branch discriminator with embedded kinematics

2020 IEEE International Radar Conference, RADAR 2020, 175–179.

A Prototype Ultra-Wideband FMCW Radar for Snow and Soil-Moisture Measurements

International Geoscience and Remote Sensing Symposium (IGARSS), 3974–3977.

An Overview of Cognitive Radar: Past, Present, and Future

IEEE Aerospace and Electronic Systems Magazine, 34(12), 6–18.

Cross-frequency classification of indoor activities with DNN transfer learning

2019 IEEE Radar Conference, RadarConf 2019.

DNN Transfer Learning from Diversified Micro-Doppler for Motion Classification

IEEE Transactions on Aerospace and Electronic Systems, 55(5), 2164–2180.

GAN-based synthetic radar micro-doppler augmentations for improved human activity recognition

2019 IEEE Radar Conference, RadarConf 2019.

Multistatic human micro-Doppler classification with degraded/jammed radar data

2019 IEEE Radar Conference, RadarConf 2019.

Radar-based human-motion recognition with deep learning: Promising applications for indoor monitoring

IEEE Signal Processing Magazine, 36(4), 16–28.

A CubeSat train for radar sounding and imaging of Antarctic ice sheet

International Geoscience and Remote Sensing Symposium (IGARSS), 2018-July, 4138–4141.

Automatic Data-Driven Frequency-Warped Cepstral Feature Design for Micro-Doppler Classification

IEEE Transactions on Aerospace and Electronic Systems, 54(4), 1724–1738.

Cognitive radar utilizing multifunctional reconfigurable antennas

Proceedings of SPIE - The International Society for Optical Engineering, 10633.

DNN transfer learning from diversified micro-doppler for motion classification

ArXiv.

Data-driven cepstral and neural learning of features for robust micro-Doppler classification

Proceedings of SPIE - The International Society for Optical Engineering, 10633.

Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities

IEEE Transactions on Aerospace and Electronic Systems, 54(4), 1709–1723.

Diversified radar micro-Doppler simulations as training data for deep residual neural networks

2018 IEEE Radar Conference, RadarConf 2018, 612–617.

Frequency-Warped Cepstral Heatmaps for Deep Learning of Human Motion Signatures

Conference Record - Asilomar Conference on Signals, Systems and Computers, 2018-October, 1234–1238.

Deep Neural Network Initialization Methods for Micro-Doppler Classification with Low Training Sample Support

IEEE Geoscience and Remote Sensing Letters, 14(12), 2462–2466.

Deep learning of micro-Doppler features for aided and unaided gait recognition

2017 IEEE Radar Conference, RadarConf 2017, 1125–1130.

Feature Diversity for Optimized Human Micro-Doppler Classification Using Multistatic Radar

IEEE Transactions on Aerospace and Electronic Systems, 53(2), 640–654.

Feature diverse hierarchical classification of human gait with CW radar for assisted living

IET Conference Publications, 2017(CP728).

Micro-Doppler-based in-home aided and unaided walking recognition with multiple radar and sonar systems

IET Radar, Sonar and Navigation, 11(1), 107–115.

Modeling and simulation of human motions for micro-doppler signatures

In Radar for Indoor Monitoring: Detection, Classification, and Assessment (pp. 39–70).

Absolute radiometric calibration of the göktürk-2 satellite sensor using tuz gölü (landnet site) from ndvi perspective

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 2016-January, 373–377.

Hyperbolically-warped cepstral coefficients for improved micro-Doppler classification

2016 IEEE Radar Conference, RadarConf 2016.

Indoor fall detection using a network of seismic sensors

Conference Record - Asilomar Conference on Signals, Systems and Computers, 2016-February, 452–456.

Information-Theoretic Feature Selection for Human Micro-Doppler Signature Classification

IEEE Transactions on Geoscience and Remote Sensing, 54(5), 2749–2762.

Measuring of displacement with image processing methods by using digital camera and laser pointer,Dijital Kamera ve Lazer Işaretçi Kullanilarak Görüntü Işleme Yöntemiyle Yer Deǧiştirmenin Ölçülmesi

2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings, 841–844.

Performance analysis of co-located and distributed MIMO radar for micro-Doppler classification

2016 13th European Radar Conference, EuRAD 2016, 85–88. http://www.scopus.com/inward/record.url?eid=2-s2.0-85013080837&partnerID=MN8TOARS

The benefits and challenges of having an open and free basis satellite data sharing platform in Turkey: Gezgin

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 41, 1341–1347.

A kinect-based human micro-doppler simulator

IEEE Aerospace and Electronic Systems Magazine, 30(5), 6–17.