Istanbul Technical University

Signal Processing for Computational Intelligence Group



2020


  1. Tansel Akgül, N. Calık, B. U. Töreyin, " Deep Learning-Based Fish Detection in Turbid Underwater Images", SIU, Gaziantep, Turkey, 2020.
  2. A. Ayanzadeh, Ö.Y. Özuysal, D.P Okvur, S. Önal, D. Ünay, B. U. Töreyin " Deep Learning based Segmentation Pipeline for Label-Free Phase-Contrast Microscopy Images", SIU, Gaziantep, Turkey, 2020.
  3. E. Ergün, B.U Töreyin, " Continual Learning with Sparse Progressive Neural Networks", SIU, Gaziantep, Turkey, 2020.
  4. R. K. Keser, I. Nallbani, N, Calık, A. Ayanzadeh, B.U Töreyin, "Graph Embedding For Link Prediction Using Residual Variational Graph Autoencoders", SIU, Gaziantep, Turkey, 2020.
  5. I. Turkmen, G. Dursun, U. Ozkaya, A. Capar, B. Muezinoglu, B.U Töreyin, " Can Artificial Intelligence Help Cervical Cytopathologist To Detect High-grade Squamous Intraepithelial Lesions On The Atrophic Background?", ESPD - Digital Pathology, Porto, Portugal, 2020.

2019


  1. R. K. Keser and B. U. Töreyin, " Autoencoder Based Dimensionality Reduction of Feature Vectors for Object Recognition", SITIS, Naples, Italy, 2019.
  2. 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.
  3. 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.
  4. 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.
  5. 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
  6. 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.
  7. 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.
  8. 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. .

2019


Sparse and low-rank matrix decomposition-based method for hyperspectral anomaly detection.


Küçük, Fatma, Behcet U. Töreyin, and Fatih Vehbi Çelebi.

Journal of Applied Remote Sensing 13.1 (2019): 014519

Metaphase finding with deep convolutional neural networks.


Moazzen, Y., Çapar, A., Albayrak, A., Çalık, N., Töreyin, B. U.

Biomedical Signal Processing and Control, 52, 353-361, (2019)

Flow structure and fish passage performance of a brush-type fish way: a field study in the İyidere River, Turkey.


S Kucukali, B. Verep, A. Alp, D. Turan, T. Mutlu, C Kaya, Y. Yıldırım, Töreyin, B. U., D. Özelçi

Marine and Freshwater Research, (2019)

2018


Tridiagonal Folmat Enhanced Multivariance Products Representation Based Hyperspectral Data Compression


Z. Gündoğar, B. U. Töreyin, M. Demiralp

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018