Mehmet Saygin Seyfioglu
Title
Cited by
Cited by
Year
Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities
MS Seyfioğlu, AM Özbayoglu, SZ Gurbuz
IEEE Transactions on Aerospace and Electronic Systems 54 (4), 1709 - 1723, 2018
1512018
Deep neural network initialization methods for micro-Doppler classification with low training sample support
MS Seyfioğlu, SZ Gürbüz
IEEE Geoscience and Remote Sensing Letters 14 (12), 2462-2466, 2017
612017
Deep learning of micro-Doppler features for aided and unaided gait recognition
MS Seyfioğlu, SZ Gürbüz, AM Özbayoğlu, M Yüksel
2017 IEEE Radar Conference (RadarConf), 1125-1130, 2017
492017
DNN transfer learning from diversified micro-Doppler for motion classification
MS Seyfioglu, B Erol, SZ Gurbuz, MG Amin
IEEE Transactions on Aerospace and Electronic Systems 55 (5), 2164-2180, 2018
312018
Diversified radar micro-Doppler simulations as training data for deep residual neural networks
MS Seyfioglu, B Erol, SZ Gurbuz, MG Amin
2018 IEEE radar Conference (radarConf18), 0612-0617, 2018
202018
A hierarchical approach for sentiment analysis and categorization of Turkish written customer relationship management data
MS Seyfioğlu, MU Demirezen
2017 Federated Conference on Computer Science and Information Systems …, 2017
102017
Optimal pansharpening of RASAT satellite imagery
M Teke, MS Seyfioğlu, A Ağçal, SZ Gürbüz
2014 22nd Signal Processing and Communications Applications Conference (SIU …, 2014
72014
Detecting Cybersecurity Events from Noisy Short Text
S Yagcioglu, MS Seyfioglu, B Citamak, B Bardak, S Guldamlasioglu, ...
NAACL, 2019
52019
Data-driven cepstral and neural learning of features for robust micro-Doppler classification
B Erol, MS Seyfioglu, SZ Gurbuz, M Amin
Radar Sensor Technology XXII 10633, 106330J, 2018
32018
Feature diverse hierarchical classification of human gait with CW radar for assisted living
MS Seyfioğlu, A Serinöz, M Özbayoğlu, SZ Gürbüz
IET Digital Library, 2017
22017
Target detection and ranging with the 2.4 GHz MIT Coffee Can radar
SZ Gürbüz, MB Özcan, AB Panni, S Demirhan, Z Hayran, MC Karaduman, ...
2014 22nd Signal Processing and Communications Applications Conference (SIU …, 2014
22014
Automatic spectral signature extraction for hyperspectral target detection
MS Seyfioğlu, Ş Bayındır, SZ Gürbüz
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
12015
Leveraging Unlabeled Data for Glioma Molecular Subtype and Survival Prediction
N Nuechterlein, B Li, MS Seyfioglu, S Mehta, PJ Cimino, L Shapiro
2020
Challenges in training DNNs for classification of radar micro-Doppler signatures
SZ Gurbuz, MG Amin, MS Seyfioglu, B Erol
Deep Neural Network Design for Radar Applications, 123, 2020
2020
2017 IEEE RADAR CONFERENCE, RADARCONF 2017
L Lan, G Liao, J Xu, Y Zhang, Y Xu, S Anderson, CD Cooke, F Berizzi, ...
Optimization 487, 0491, 2017
2017
IET CONFERENCE PUBLICATIONS
GY Kuznetsov, MS Miloserdov, AI Kovalenko, SL Vnotchenko, VV Riman, ...
Institution of Engineering and Technology КОНФЕРЕНЦИЯ: 2017 INTERNATIONAL …, 2017
2017
Airborne radar clutter simulation using hyperspectral and LiDAR imagery
MS Seyfioğlu, SZ Gürbüz
2014 IEEE Geoscience and Remote Sensing Symposium, 2938-2941, 2014
2014
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Articles 1–17