Publications

Book Chapters

1. S. Kazemi, E. Mason, B. Yonel, and B. Yazici. ``Deep learning for passive synthetic aperture radar imaging," Deep Neural Network Design for Radar Applications, SciTech Publishing, Dec. 2020.

Journal Publications

1. B. Yonel, N. Choudhury and B. Yazici. ``Phaseless multi-static synthetic aperture radar imaging,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, pp. 6134-6147, May 2024, doi: 10.1109/JSTARS.2024.3396049.

2. N. Choudhury, B. Yonel, and B. Yazici. ``Robust phase retrieval via reverse Kullback-Leibler divergence minimizing Wirtinger flow-Part 1: Reconstruction Methods," in revision for IEEE Sensors Journal, Apr. 2024

3. N. Choudhury, B. Yonel, and B. Yazici. ``Robust phase retrieval via reverse Kullback-Leibler divergence minimizing Wirtinger flow-Part 2: Robustness Analysis and Performance Evaluation," in revision for IEEE Sensors Journal, Apr. 2024

4. S. Kazemi, B. Yonel, and B. Yazici. ``Interferometric passive radar imaging with deep denoising priors," IEEE Transactions on Aerospace and Electronic Systems, vol. 60, no. 1, pp. 145-156, Feb. 2024. 

5. S. Kazemi, B. Yonel, and B. Yazici. ``Unrolled Wirtinger flow with deep priors for phaseless imaging," IEEE Transactions on Computational Imaging, vol. 8, pp. 609-625, Jul. 2022, doi: 10.1109/TCI.2022.3189217.

6. B. Yonel, and B. Yazici. ``A spectral estimation framework for phase retrieval via Bregman divergence minimization," SIAM Journal on Imaging Sciences, vol. 15.2, pp. 491-520, Feb. 2022.

7. S. Thammakhoune, B. Yonel, E. Mason, B. Yazici and Y. C. Eldar. ``Phase-space function recovery for moving target imaging in SAR by convex optimization," IEEE Transactions on Computational Imaging, vol. 7, pp. 1018-1030, Sep. 2021, doi: 10.1109/TCI.2021.3111580.

8. B. Yonel, and B. Yazici. ``A deterministic theory for exact non-convex phase retrieval," IEEE Transactions on Signal Processing, vol. 68,  pp. 4612-4626, Jul. 2020.

9. B. Yonel, I. Son, and B. Yazici. ``Exact multi-static interferometric imaging via generalized Wirtinger flow," IEEE Transactions on Computational Imaging,  vol. 6, pp. 711-726, Jan. 2020.

10. B. Yonel, and B. Yazici. ``A generalization of Wirtinger flow for exact interferometric inversion," SIAM Journal on Imaging Sciences, vol 12.4, pp. 2119-2164, Dec. 2019.

11. B. Yonel, E. Mason, and B. Yazici. ``Deep learning for waveform estimation and imaging in passive radar," IET Radar, Sonar & Navigation, vol. 13.6, pp. 915-926, Jan. 2019.

12. B. Yonel, E. Mason, and B. Yazıcı. ``Deep learning for passive synthetic aperture radar," IEEE Journal of Selected Topics in Signal Processing, vol. 12.1, pp. 90-103, Dec. 2017.

Conference Publications

1. B. Yonel, N. A. Choudhury and B. Yazici. ``Phaseless Multi-Static Synthetic Aperture Radar Imaging," 2024 IEEE Conference on Computational Imaging Using Synthetic Apertures (CISA), Boulder, CO, USA, May 2024, pp. 01-05, doi: 10.1109/CISA60639.2024.10576249.

2. N. A. Choudhury, B. Yonel and B. Yazici. ``A Robust Phaseless Imaging Approach Using Reverse Kullback Leibler Divergence and Wirtinger Flow," 2024 IEEE Conference on Computational Imaging Using Synthetic Apertures (CISA), Boulder, CO, USA, May 2024, pp. 01-05, doi: 10.1109/CISA60639.2024.10576432. 

3. B. Yonel, B. Yazici and S. Thammakhoune. ``Single-Channel Super-Resolution SAR-GMTI via Atomic Norm Minimization," 2024 IEEE Radar Conference (RadarConf24), Denver, CO, USA, May 2024, pp. 1-6, doi: 10.1109/RadarConf2458775.2024.10548226.

4. S. Kazemi, B. Yonel, and B. Yazici. ``Deep denoising prior-based spectral estimation for phaseless synthetic aperture radar," in the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Workshop on Signal Processing for Synthetic Apertures, Rhodes Island, Greece, Jun. 2023.

5. S. Kazemi, B. Yonel, and B. Yazici. ``Deep learning based synthetic aperture imaging in the presence of phase errors," 2023 IEEE Radar Conference (RadarConf23), San Antonio, TX, USA, May 2023.

6. S. Kazemi, B. Yonel, and B. Yazici. ``Deep phaseless imaging via Wirtinger flow with decoding prior," 2022 56th Asilomar Conference on Signals, Systems, and Computers, IEEE, Oct. 2022.

7. S. Thammakhoune, B. Yonel, and B. Yazici. ``Passive moving target imaging via generalized Wirtinger flow,'' 2022 IEEE Radar Conference (RadarConf22), 2022, pp. 01-05, doi: 10.1109/RadarConf2248738.2022.9764302.

8. A. Akhtar, B. Yonel and B. Yazici. ``Passive multi-static radar imaging with prior information," 2021 IEEE Radar Conference (RadarConf21), 2021, pp. 1-6, doi: 10.1109/RadarConf2147009.2021.9455258.

9. S. Thammakhoune, B. Yonel, E. Mason, B. Yazici and Y. C. Eldar. ``Moving target imaging for synthetic aperture radar via RPCA," 2021 IEEE Radar Conference (RadarConf21), 2021, pp. 1-6, doi: 10.1109/RadarConf2147009.2021.9455293.

10. I. Son, B. Yonel, and B. Yazici. ``Multi-static passive radar imaging using generalized Wirtinger flow," 2019 20th International Radar Symposium (IRS),  IEEE, Jun. 2019.

11. S. Kazemi, B. Yonel, and B. Yazici. ``Deep learning for direct automatic target recognition from SAR data," 2019 IEEE Radar Conference (RadarConf), IEEE, Apr. 2019.

12. B. Yonel, E. Mason, and B. Yazici. ``Phaseless passive synthetic aperture radar imaging via Wirtinger flow," 2018 52nd Asilomar Conference on Signals, Systems, and Computers, IEEE, Oct. 2018.

13. B. Yonel, E. Mason and B. Yazici. ``Deep learning for waveform estimation in passive synthetic aperture radar," 2018 IEEE Radar Conference (RadarConf18), Apr. 2018, pp. 1395-1400.

14. B. Yonel, E. Mason, and B. Yazici. ``Deep learning for waveform estimation in passive synthetic aperture radar imaging," Proc. SPIE 10647, Algorithms for Synthetic Aperture Radar Imagery XXV, 106470E, Apr. 2018.

15. B. Yonel, I. Son, and B. Yazici. ``Generalized Wirtinger flow for passive polarimetric reconstruction of extended dipole targets," 2018 IEEE Radar Conference (RadarConf18), IEEE, Apr. 2018.

16. E. Mason, B. Yonel, and B. Yazici. ``Deep learning for SAR image formation," Proc. SPIE 10201, Algorithms for Synthetic Aperture Radar Imagery XXIV, Apr. 2017.

17. E. Mason, B. Yonel, and B. Yazici. ``Deep learning for radar," 2017 IEEE Radar Conference (RadarConf), IEEE, Apr. 2017.