SIGNAL PROCESSING FOR COMPUTATIONAL INTELLIGENCE


At SP4CING, we aim at designing novel signal processing techniques for computational intelligence applications. Our research covers problems on diversified fields, ranging from environmental monitoring to multi-modal surveillance, from bio-image analysis to remote sensing.

Recent Publications

  • R. K. Keser and B. U. Töreyin, " Autoencoder Based Dimensionality Reduction of Feature Vectors for Object Recognition", SITIS, Naples, Italy, 2019.
  • Ö. Berk, G. Özdemir, A. Çapar and B. U. Töreyin, "Detection Methods of Salient Regions in Super-Resolution Based on Sparse Representation," IEEE - TıpTekno, Kuşadası, 2019.
  • A. Ayanzadeh, H.O. Yağar, Ö.Y. Özuysal, D.P Okvur, B. U. Töreyin, D. Ünay and S. Önal, " Cell Segmentation of 2D Phase-Contrast Microscopy Images with Deep Learning Method", IEEE - TıpTekno, Kuşadası, 2019.
  • R. C. Binici, U. ¸Sahin, A. Ayanzadeh, B. U. Töreyin, S. Önal, D. P. Okvur, Ö.Y. Özuysal and D. Ünay, " Automated Segmentation of Cells in Phase Contrast Optical Microscopy Time Series Images ", IEEE - TıpTekno, Kuşadası, 2019.
  • S. Çimen Yetiş, D. A. Ekinci, E. Çakır, E. M. Ekşioğlu, U. E. Ayten, A. Çapar, B. U. Töreyin and B. E. Kerman, "Myelin Segmentation in Fluorescence Microscopy Images," IEEE - TıpTekno, Kuşadası, 2019.
  • Kucukali Serhat, Verep Bülent, Alp Ahmet, Turan Davut, Mutlu Tanju, Kaya Cüneyt, Yıldırım Yasin, Töreyin Behçet Uğur, Özelçi Dursun (2019) Flow structure and fish passage performance of a brush-type fish way: a field study in the İyidere River, Turkey. Marine and Freshwater Research
  • Moazzen, Y., Çapar, A., Albayrak, A., Çalık, N., Töreyin, B. U. (2019). Metaphase finding with deep convolutional neural networks. Biomedical Signal Processing and Control, 52, 353-361.
  • Küçük, Fatma, Behcet U. Töreyin, and Fatih Vehbi Çelebi. "Sparse and low-rank matrix decomposition-based method for hyperspectral anomaly detection." Journal of Applied Remote Sensing 13.1 (2019): 014519.
  • M. M. Savcı, Y. Yıldırım, G. Saygılı and B. U. Töreyin, "Fire Detection in H.264 Compressed Video," ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, 2019, pp. 8310-8314.
  • S. Aslan, U. Güdükbay, B. U. Töreyin and A. Enis Çetin, "Early Wildfire Smoke Detection Based on Motion-based Geometric Image Transformation and Deep Convolutional Generative Adversarial Networks," ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, 2019, pp. 8315-8319.
  • Aslan, Süleyman, Uğur Güdükbay, B. Uğur Töreyin, and A. Enis Çetin. "Deep Convolutional Generative Adversarial Networks Based Flame Detection in Video." arXiv preprint arXiv:1902.01824 (2019).
  • M.S.Beratoğlu, B.U.Töreyin. "Vehicle License Plate Detection Using Only Block Partitioning Structure of the High Efficiency Video Coding (HEVC)." SIU 2019 - 2019 IEEE Sinyal İşleme ve Uygulamaları Kurultayı, Sivas, Turkey, 2019.

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