RASSP

RASSP

RAdar and Sonar Signal Processing Research Group

Publications

Journal Articles

  1. Yavuz Emre Kayacan, Işın Erer, Selçuk Paker. Joint Deep Learning for Simultaneous Clutter Removal and Buried Object Detection in GPR. IEEE Access, 2026. DOI
    BibTeX
    @article{kayacan2026joint,
    author = "Kayacan, Yavuz Emre and Erer, Işın and Paker, Selçuk",
    title = "{Joint Deep Learning for Simultaneous Clutter Removal and Buried Object Detection in GPR}",
    journal = "IEEE Access",
    volume = "14",
    pages = "12240--12254",
    publisher = "Institute of Electrical and Electronics Engineers (IEEE)",
    year = "2026",
    doi = "10.1109/access.2026.3653842"
}
  2. Murat Aydoğmuş, Işın Erer. Cross-Modality Object-Level Knowledge Distillation for Enhanced Underwater Sonar Object Detection. IEEE Access, 2026. DOI
    BibTeX
    @article{aydogmus2026cross,
    author = "Aydoğmuş, Murat and Erer, Işın",
    title = "{Cross-Modality Object-Level Knowledge Distillation for Enhanced Underwater Sonar Object Detection}",
    journal = "IEEE Access",
    volume = "14",
    pages = "27339--27353",
    publisher = "Institute of Electrical and Electronics Engineers (IEEE)",
    year = "2026",
    doi = "10.1109/access.2026.3666096"
}
  3. Barış Yılmaz, Işın Erer, Fikriye Öz, Süleyman Baykut. Music guided SVD method for the detection of vital signs with SFCW radar. Signal, Image and Video Processing, 2025. DOI
    BibTeX
    @article{yilmaz2025music,
    author = "Yılmaz, Barış and Erer, Işın and Öz, Fikriye and Baykut, Süleyman",
    title = "{Music guided SVD method for the detection of vital signs with SFCW radar}",
    journal = "Signal, Image and Video Processing",
    volume = "19",
    number = "4",
    publisher = "Springer Science and Business Media LLC",
    year = "2025",
    month = "February",
    doi = "10.1007/s11760-025-03853-x"
}
  4. Yavuz Emre Kayacan, Işın Erer. A Vision-Transformer-Based Approach to Clutter Removal in GPR: DC-ViT. IEEE Geoscience and Remote Sensing Letters, 2024. DOI
    BibTeX
    @article{kayacan2024vision,
    author = "Kayacan, Yavuz Emre and Erer, Işın",
    title = "{A Vision-Transformer-Based Approach to Clutter Removal in GPR: DC-ViT}",
    journal = "IEEE Geoscience and Remote Sensing Letters",
    volume = "21",
    pages = "1--5",
    publisher = "Institute of Electrical and Electronics Engineers (IEEE)",
    year = "2024",
    doi = "10.1109/lgrs.2024.3385694"
}
  5. Orhan Apaydın, Turgay İşseven, Yiğit Çıtır, Selçuk Paker, Işın Erer, Nedim Gökhan Aydın. Extracting tomographic images of interior structures of cylindrical objects and trees using Ground Penetrating Radar method. Results in Engineering, 2022. DOI
    BibTeX
    @article{apaydin2022extracting,
    author = "Apaydın, Orhan and İşseven, Turgay and Çıtır, Yiğit and Paker, Selçuk and Erer, Işın and Aydın, Nedim Gökhan",
    title = "{Extracting tomographic images of interior structures of cylindrical objects and trees using Ground Penetrating Radar method}",
    journal = "Results in Engineering",
    volume = "14",
    pages = "100410",
    publisher = "Elsevier BV",
    year = "2022",
    month = "June",
    doi = "10.1016/j.rineng.2022.100410"
}
  6. Deniz Kumlu, Kubra Tas, Işın Erer. Missing Data Recovery via Deep Networks for Limited Ground Penetrating Radar Measurements. Remote Sensing, 2022. DOI
    BibTeX
    @article{kumlu2022missing,
    author = "Kumlu, Deniz and Tas, Kubra and Erer, Işın",
    title = "{Missing Data Recovery via Deep Networks for Limited Ground Penetrating Radar Measurements}",
    journal = "Remote Sensing",
    volume = "14",
    number = "3",
    pages = "754",
    publisher = "MDPI AG",
    year = "2022",
    month = "February",
    doi = "10.3390/rs14030754"
}
  7. İsmail Gül, Işın Erer. Randomized Low Rank and Sparse Decomposition Based Receiver Search Strategy For Electronic Support Receivers. IEEE Transactions on Aerospace and Electronic Systems, 2022. DOI
    BibTeX
    @article{gul2022randomized,
    author = "Gül, İsmail and Erer, Işın",
    title = "{Randomized Low Rank and Sparse Decomposition Based Receiver Search Strategy For Electronic Support Receivers}",
    journal = "IEEE Transactions on Aerospace and Electronic Systems",
    pages = "1--8",
    publisher = "Institute of Electrical and Electronics Engineers (IEEE)",
    year = "2022",
    doi = "10.1109/taes.2022.3200646"
}
  8. Deniz Kumlu, Işın Erer, Selçuk Paker. Non-negative matrix factorization based approaches for wall mitigation in TWRI. Signal, Image and Video Processing, 2022. DOI
    BibTeX
    @article{kumlu2022non,
    author = "Kumlu, Deniz and Erer, Işın and Paker, Selçuk",
    title = "{Non-negative matrix factorization based approaches for wall mitigation in TWRI}",
    journal = "Signal, Image and Video Processing",
    volume = "16",
    number = "4",
    pages = "889--896",
    publisher = "Springer Science and Business Media LLC",
    year = "2022",
    doi = "10.1007/s11760-021-02031-z"
}
  9. Deniz Kumlu, Işın Erer, Selçuk Paker. A Novel Tensor RPCA Based Background Subtraction Method for Outdoor Imaging With a Low Cost Portable Radar. IEEE Access, 2022. DOI
    BibTeX
    @article{kumlu2022novel,
    author = "Kumlu, Deniz and Erer, Işın and Paker, Selçuk",
    title = "{A Novel Tensor RPCA Based Background Subtraction Method for Outdoor Imaging With a Low Cost Portable Radar}",
    journal = "IEEE Access",
    volume = "10",
    pages = "60496--60506",
    publisher = "Institute of Electrical and Electronics Engineers (IEEE)",
    year = "2022",
    doi = "10.1109/access.2022.3180154"
}
  10. Eyyup Temlioglu, Işın Erer. A Novel Convolutional Autoencoder-Based Clutter Removal Method for Buried Threat Detection in Ground-Penetrating Radar. IEEE Transactions on Geoscience and Remote Sensing, 2022. DOI
    BibTeX
    @article{temlioglu2022novel,
    author = "Temlioglu, Eyyup and Erer, Işın",
    title = "{A Novel Convolutional Autoencoder-Based Clutter Removal Method for Buried Threat Detection in Ground-Penetrating Radar}",
    journal = "IEEE Transactions on Geoscience and Remote Sensing",
    volume = "60",
    pages = "1--13",
    publisher = "Institute of Electrical and Electronics Engineers (IEEE)",
    year = "2022",
    doi = "10.1109/tgrs.2021.3098122"
}

Conference Papers

  1. Ömer Kerem Özben, Işın Erer. TDOA-Based Target Localization in Passive Radar Electronic Support Measures: A Hybrid Chan-PSO Approach. 2026 34th Signal Processing and Communications Applications Conference (SIU), 2026. DOI
    BibTeX
    @inproceedings{ozben2026tdoa,
    author = "Özben, Ömer Kerem and Erer, Işın",
    title = "{TDOA-Based Target Localization in Passive Radar Electronic Support Measures: A Hybrid Chan-PSO Approach}",
    booktitle = "2026 34th Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2026",
    month = "July",
    doi = "10.1109/siu71813.2026.11636744"
}
  2. Burcu Türk, Işın Erer. ADS-B Signal Separation with a Dual-Path Convolutional-Recurrent Neural Network. 2026 34th Signal Processing and Communications Applications Conference (SIU), 2026. DOI
    BibTeX
    @inproceedings{turk2026ads,
    author = "Türk, Burcu and Erer, Işın",
    title = "{ADS-B Signal Separation with a Dual-Path Convolutional-Recurrent Neural Network}",
    booktitle = "2026 34th Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2026",
    month = "July",
    doi = "10.1109/siu71813.2026.11636657"
}
  3. Alp Özcan, Işın Erer. A Scalable Dual-Representation Deep Learning Architecture for Specific Emitter Identification. 2026 34th Signal Processing and Communications Applications Conference (SIU), 2026. DOI
    BibTeX
    @inproceedings{ozcan2026scalable,
    author = "Özcan, Alp and Erer, Işın",
    title = "{A Scalable Dual-Representation Deep Learning Architecture for Specific Emitter Identification}",
    booktitle = "2026 34th Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2026",
    month = "July",
    doi = "10.1109/siu71813.2026.11636426"
}
  4. Emre Ceylan, Işın Erer. A Blind, Coherent, Reliability-Based ADS-B Decoder for Low-SNR Environments. 2026 34th Signal Processing and Communications Applications Conference (SIU), 2026. DOI
    BibTeX
    @inproceedings{ceylan2026blind,
    author = "Ceylan, Emre and Erer, Işın",
    title = "{A Blind, Coherent, Reliability-Based ADS-B Decoder for Low-SNR Environments}",
    booktitle = "2026 34th Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2026",
    month = "July",
    doi = "10.1109/siu71813.2026.11636441"
}
  5. Orhan Tunç, Işın Erer. Kapur’s Entropy Thresholding-based Plug-and-Play ADMM for SAR Imaging. 2025 16th International Conference on Electrical and Electronics Engineering (ELECO), 2025. DOI
    BibTeX
    @inproceedings{tunc2025kapurs,
    author = "Tunç, Orhan and Erer, Işın",
    title = "{Kapur’s Entropy Thresholding-based Plug-and-Play ADMM for SAR Imaging}",
    booktitle = "2025 16th International Conference on Electrical and Electronics Engineering (ELECO)",
    pages = "1--5",
    publisher = "IEEE",
    year = "2025",
    month = "November",
    doi = "10.1109/eleco69582.2025.11329332"
}
  6. Elif Ozturk, Işın Erer. An Encoder-Decoder Retnet Model for Fmcw Radar Interference Mitigation. 2025 33rd Telecommunications Forum (TELFOR), 2025. DOI
    BibTeX
    @inproceedings{ozturk2025encoder,
    author = "Ozturk, Elif and Erer, Işın",
    title = "{An Encoder-Decoder Retnet Model for Fmcw Radar Interference Mitigation}",
    booktitle = "2025 33rd Telecommunications Forum (TELFOR)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2025",
    month = "November",
    doi = "10.1109/telfor67910.2025.11314236"
}
  7. Murat Aydoğmuş, Işın Erer. Underwater object detection in forward-looking sonar using a transformer-guided enhancement. Artificial Intelligence for Security and Defence Applications III, 2025. DOI
    BibTeX
    @inproceedings{aydogmus2025underwater,
    author = "Aydoğmuş, Murat and Erer, Işın",
    title = "{Underwater object detection in forward-looking sonar using a transformer-guided enhancement}",
    booktitle = "Artificial Intelligence for Security and Defence Applications III",
    pages = "16",
    publisher = "SPIE",
    year = "2025",
    month = "October",
    doi = "10.1117/12.3075678"
}
  8. Ahmet Yiğit Tabak, Işın Erer. Synthetic Aperture Sonar Imagery Using Limited Measurements and Deep Learning. 2025 33rd Signal Processing and Communications Applications Conference (SIU), 2025. DOI
    BibTeX
    @inproceedings{tabak2025synthetic,
    author = "Tabak, Ahmet Yiğit and Erer, Işın",
    title = "{Synthetic Aperture Sonar Imagery Using Limited Measurements and Deep Learning}",
    booktitle = "2025 33rd Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2025",
    month = "June",
    doi = "10.1109/siu66497.2025.11112079"
}
  9. Sena Çaybaşi, Işın Erer. Radar Target Detection using Improved Transformer Neural Network. 2025 33rd Signal Processing and Communications Applications Conference (SIU), 2025. DOI
    BibTeX
    @inproceedings{caybasi2025radar,
    author = "Çaybaşi, Sena and Erer, Işın",
    title = "{Radar Target Detection using Improved Transformer Neural Network}",
    booktitle = "2025 33rd Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2025",
    month = "June",
    doi = "10.1109/siu66497.2025.11112194"
}
  10. Serkan Ceran, Işın Erer. Non-Negative Matrix Factorization Guided FS-GCC Method For Time Delay Estimation in Electronic Warfare. 2025 33rd Signal Processing and Communications Applications Conference (SIU), 2025. DOI
    BibTeX
    @inproceedings{ceran2025non,
    author = "Ceran, Serkan and Erer, Işın",
    title = "{Non-Negative Matrix Factorization Guided FS-GCC Method For Time Delay Estimation in Electronic Warfare}",
    booktitle = "2025 33rd Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2025",
    month = "June",
    doi = "10.1109/siu66497.2025.11112383"
}
  11. Yavuz Emre Kayacan, Işın Erer. Enhancing Deep Learning Networks Performance By Using B-Spline Activation Functions for Clutter Removal in GPR. 2024 32nd Telecommunications Forum (TELFOR), 2024. DOI
    BibTeX
    @inproceedings{kayacan2024enhancing,
    author = "Kayacan, Yavuz Emre and Erer, Işın",
    title = "{Enhancing Deep Learning Networks Performance By Using B-Spline Activation Functions for Clutter Removal in GPR}",
    booktitle = "2024 32nd Telecommunications Forum (TELFOR)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2024",
    month = "November",
    doi = "10.1109/telfor63250.2024.10819108"
}
  12. Yavuz Emre Kayacan, Kaan Özdoğan, Mehmet Utku Çolak, Özge Aydin, Ahmet Enes Turan, Işın Erer. Combining Image Restoration with Deep Detectors for Improved Target Detection in GPR. 2024 47th International Conference on Telecommunications and Signal Processing (TSP), 2024. DOI
    BibTeX
    @inproceedings{kayacan2024combining,
    author = "Kayacan, Yavuz Emre and Özdoğan, Kaan and Çolak, Mehmet Utku and Aydin, Özge and Turan, Ahmet Enes and Erer, Işın",
    title = "{Combining Image Restoration with Deep Detectors for Improved Target Detection in GPR}",
    booktitle = "2024 47th International Conference on Telecommunications and Signal Processing (TSP)",
    pages = "302--306",
    publisher = "IEEE",
    year = "2024",
    month = "July",
    doi = "10.1109/tsp63128.2024.10605931"
}
  13. Yavuz Emre Kayacan, Işın Erer. Autoencoder Guided Low-Rank Approximation Approach for Clutter Removal in GPR Images. 2024 47th International Conference on Telecommunications and Signal Processing (TSP), 2024. DOI
    BibTeX
    @inproceedings{kayacan2024autoencoder,
    author = "Kayacan, Yavuz Emre and Erer, Işın",
    title = "{Autoencoder Guided Low-Rank Approximation Approach for Clutter Removal in GPR Images}",
    booktitle = "2024 47th International Conference on Telecommunications and Signal Processing (TSP)",
    pages = "332--335",
    publisher = "IEEE",
    year = "2024",
    month = "July",
    doi = "10.1109/tsp63128.2024.10605982"
}
  14. Cem Arda Yıldırım, Orhan Apaydın, Selçuk Paker, Işın Erer. Imaging of Reinforced Concrete Structures Using Radar. 2024 32nd Signal Processing and Communications Applications Conference (SIU), 2024. DOI
    BibTeX
    @inproceedings{yildirim2024imaging,
    author = "Yıldırım, Cem Arda and Apaydın, Orhan and Paker, Selçuk and Erer, Işın",
    title = "{Imaging of Reinforced Concrete Structures Using Radar}",
    booktitle = "2024 32nd Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2024",
    month = "May",
    doi = "10.1109/siu61531.2024.10600964"
}
  15. Serkan Ceran, Işın Erer. Direction Of Arrival Estimation In Autocorrelation Domain With Deep Learning and Autoregressive Modelling. 2024 32nd Signal Processing and Communications Applications Conference (SIU), 2024. DOI
    BibTeX
    @inproceedings{ceran2024direction,
    author = "Ceran, Serkan and Erer, Işın",
    title = "{Direction Of Arrival Estimation In Autocorrelation Domain With Deep Learning and Autoregressive Modelling}",
    booktitle = "2024 32nd Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2024",
    month = "May",
    doi = "10.1109/siu61531.2024.10601044"
}
  16. Barış Yılmaz, Fikriye Öz, Işın Erer, Süleyman Baykut. Detection of Vital Signs in Debris Environment using SFCW Radar. 2024 32nd Signal Processing and Communications Applications Conference (SIU), 2024. DOI
    BibTeX
    @inproceedings{yilmaz2024detection,
    author = "Yılmaz, Barış and Öz, Fikriye and Erer, Işın and Baykut, Süleyman",
    title = "{Detection of Vital Signs in Debris Environment using SFCW Radar}",
    booktitle = "2024 32nd Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2024",
    month = "May",
    doi = "10.1109/siu61531.2024.10601146"
}
  17. Orhan Tunç, Süleyman Baykut, Işın Erer. Synthetic Aperture Radar Imaging Using a Low-Cost Radar Mounted on a Mini Drone. 2023 31st Signal Processing and Communications Applications Conference (SIU), 2023. DOI
    BibTeX
    @inproceedings{tunc2023synthetic,
    author = "Tunç, Orhan and Baykut, Süleyman and Erer, Işın",
    title = "{Synthetic Aperture Radar Imaging Using a Low-Cost Radar Mounted on a Mini Drone}",
    booktitle = "2023 31st Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2023",
    month = "July",
    doi = "10.1109/siu59756.2023.10224045"
}
  18. Eyyup Temlioglu, Işın Erer. Clutter Removal in Ground Penetrating Radar with Learned Dictionaries. 2023 46th International Conference on Telecommunications and Signal Processing (TSP), 2023. DOI
    BibTeX
    @inproceedings{temlioglu2023clutter,
    author = "Temlioglu, Eyyup and Erer, Işın",
    title = "{Clutter Removal in Ground Penetrating Radar with Learned Dictionaries}",
    booktitle = "2023 46th International Conference on Telecommunications and Signal Processing (TSP)",
    pages = "20--24",
    publisher = "IEEE",
    year = "2023",
    month = "July",
    doi = "10.1109/tsp59544.2023.10197796"
}
  19. Samet Özgül, Işın Erer. Clutter Removal in Ground Penetrating Radar by Learned RPCA. 2023 46th International Conference on Telecommunications and Signal Processing (TSP), 2023. DOI
    BibTeX
    @inproceedings{ozgul2023clutter,
    author = "Özgül, Samet and Erer, Işın",
    title = "{Clutter Removal in Ground Penetrating Radar by Learned RPCA}",
    booktitle = "2023 46th International Conference on Telecommunications and Signal Processing (TSP)",
    pages = "183--186",
    publisher = "IEEE",
    year = "2023",
    month = "July",
    doi = "10.1109/tsp59544.2023.10197763"
}
  20. Necmettin Bayar, Işın Erer, Deniz Kumlu. Sparse Recovery for ISAR Imaging via Nuclear Norm Minimization. 2023 10th International Conference on Electrical and Electronics Engineering (ICEEE), 2023. DOI
    BibTeX
    @inproceedings{bayar2023sparse,
    author = "Bayar, Necmettin and Erer, Işın and Kumlu, Deniz",
    title = "{Sparse Recovery for ISAR Imaging via Nuclear Norm Minimization}",
    booktitle = "2023 10th International Conference on Electrical and Electronics Engineering (ICEEE)",
    pages = "57--61",
    publisher = "IEEE",
    year = "2023",
    month = "May",
    doi = "10.1109/iceee59925.2023.00018"
}
  21. Deniz Kumlu, Orhan Apaydın, Selçuk Paker, Işın Erer. Fast Background Subtraction for Through Obstacle Imaging Using a Low Cost, Portable Measurement System. 2022 IEEE Conference on Antenna Measurements and Applications (CAMA), 2022. DOI
    BibTeX
    @inproceedings{kumlu2022fast,
    author = "Kumlu, Deniz and Apaydın, Orhan and Paker, Selçuk and Erer, Işın",
    title = "{Fast Background Subtraction for Through Obstacle Imaging Using a Low Cost, Portable Measurement System}",
    booktitle = "2022 IEEE Conference on Antenna Measurements and Applications (CAMA)",
    pages = "1--5",
    publisher = "IEEE",
    year = "2022",
    month = "December",
    doi = "10.1109/cama56352.2022.10002648"
}
  22. Kerem Maden, Işın Erer. DOA Estimation in MIMO Radars via Deep Learning. 2022 30th Telecommunications Forum (TELFOR), 2022. DOI
    BibTeX
    @inproceedings{maden2022doa,
    author = "Maden, Kerem and Erer, Işın",
    title = "{DOA Estimation in MIMO Radars via Deep Learning}",
    booktitle = "2022 30th Telecommunications Forum (TELFOR)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2022",
    month = "November",
    doi = "10.1109/telfor56187.2022.9983686"
}
  23. Deniz Kumlu, Işın Erer. A New Clutter Removal Method Based on Direct Robust Matrix Factorization for Buried Target Detection. 2022 30th Telecommunications Forum (TELFOR), 2022. DOI
    BibTeX
    @inproceedings{kumlu2022new,
    author = "Kumlu, Deniz and Erer, Işın",
    title = "{A New Clutter Removal Method Based on Direct Robust Matrix Factorization for Buried Target Detection}",
    booktitle = "2022 30th Telecommunications Forum (TELFOR)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2022",
    month = "November",
    doi = "10.1109/telfor56187.2022.9983731"
}
  24. Deniz Can Acer, Işın Erer. 2D Overlapping Range-Doppler Map Approach for Helicopter Classification by Using GRU. 2022 30th Telecommunications Forum (TELFOR), 2022. DOI
    BibTeX
    @inproceedings{acer20222d,
    author = "Acer, Deniz Can and Erer, Işın",
    title = "{2D Overlapping Range-Doppler Map Approach for Helicopter Classification by Using GRU}",
    booktitle = "2022 30th Telecommunications Forum (TELFOR)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2022",
    month = "November",
    doi = "10.1109/telfor56187.2022.9983757"
}
  25. S. H. Mert Ceylan, Işın Erer. Despeckling Based Data Augmentation Approach in Deep Learning Based Radar Target Classification. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022. DOI
    BibTeX
    @inproceedings{ceylan2022despeckling,
    author = "Ceylan, S. H. Mert and Erer, Işın",
    title = "{Despeckling Based Data Augmentation Approach in Deep Learning Based Radar Target Classification}",
    booktitle = "IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium",
    pages = "2706--2709",
    publisher = "IEEE",
    year = "2022",
    month = "July",
    doi = "10.1109/igarss46834.2022.9884098"
}
  26. Canberk Tatli, Egemen Denizeri, Deniz Kumlu, Işın Erer, Berna Ors Yalcin, Furkan Isik. Clutter Removal for Ground Penetrating Radars on FPGA: Design and Implementation. 2022 30th Signal Processing and Communications Applications Conference (SIU), 2022. DOI
    BibTeX
    @inproceedings{tatli2022clutter,
    author = "Tatli, Canberk and Denizeri, Egemen and Kumlu, Deniz and Erer, Işın and Yalcin, Berna Ors and Isik, Furkan",
    title = "{Clutter Removal for Ground Penetrating Radars on FPGA: Design and Implementation}",
    booktitle = "2022 30th Signal Processing and Communications Applications Conference (SIU)",
    pages = "1--4",
    publisher = "IEEE",
    year = "2022",
    month = "May",
    doi = "10.1109/siu55565.2022.9864706"
}

Preprints

  1. Necmettin Bayar, Işın Erer, Deniz Kumlu. Deep Image Prior Assisted ISAR Imaging for Missing Data Case. arXiv:2507.09393, 2025. Paper
    BibTeX
    @misc{bayar2025deep,
    author = "Bayar, Necmettin and Erer, Işın and Kumlu, Deniz",
    title = "{Deep Image Prior Assisted ISAR Imaging for Missing Data Case}",
    year = "2025",
    eprint = "2507.09393",
    archiveprefix = "arXiv",
    url = "https://arxiv.org/abs/2507.09393"
}