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Journal Articles
- 2024
[j23]Amir Aghabiglou, Dursun Ali Ekinci
, Ender Mete Eksioglu, Behcet Ugur Töreyin:
MR image reconstruction using iterative up and downsampling network. Expert Syst. Appl. 237(Part C): 121590 (2024)- 2023
- [j22]Davide Moroni, Maria Trocan, Behçet Ugur Töreyin:
Guest Editorial on the Special Issue on the Role of Fuzzy Systems on Biomedical Science in Healthcare. Comput. Intell. 39(6): 928-929 (2023) - [j21]Vedat Delican, Behçet Ugur Töreyin, Ege Çetin, Aylin Yalçin Saribey:
Direct pore-based identification for fingerprint matching process. Turkish J. Electr. Eng. Comput. Sci. 31(5): 814-827 (2023) - [j20]Reyhan Kevser Keser, Aydin Ayanzadeh, Omid Abdollahi Aghdam, Çaglar Kilcioglu, Behcet Ugur Töreyin, Nazim Kemal Ure:
PURSUhInT: In Search of Informative Hint Points Based on Layer Clustering for Knowledge Distillation. Expert Syst. Appl. 213(Part C): 119040 (2023) - [j19]Nurullah Çalik, Abdulkadir Albayrak, Asli Unlu Akhan, Ilknur Türkmen, Abdulkerim Çapar, Behcet Ugur Töreyin, Gokhan Bilgin, Bahar Muezzinoglu, Lutfiye Durak-Ata:
Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features. IEEE J. Biomed. Health Informatics 27(4): 1747-1757 (2023) - 2022
- [j18]Onur Can Koyun, Reyhan Kevser Keser, Ibrahim Batuhan Akkaya, Behçet Ugur Töreyin:
Focus-and-Detect: A small object detection framework for aerial images. Signal Process. Image Commun. 104: 116675 (2022) - 2021
- [j17]Muhammet Sebul Beratoglu, Behçet Ugur Töreyin:
Vehicle License Plate Detector in Compressed Domain. IEEE Access 9: 95087-95096 (2021) - [j16]Kaan Aykut Kabakçi, Asli Çakir, Ilknur Türkmen, Behçet Ugur Töreyin, Abdulkerim Çapar:
Automated scoring of CerbB2/HER2 receptors using histogram based analysis of immunohistochemistry breast cancer tissue images. Biomed. Signal Process. Control. 69: 102924 (2021) - [j15]Aydin Ayanzadeh, Özden Yalçin Özuysal, Devrim Pesen Okvur, Sevgi Önal, Behçet Ugur Töreyin, Devrim Ünay:
Improved cell segmentation using deep learning in label-free optical microscopy images. Turkish J. Electr. Eng. Comput. Sci. 29(SI-1): 2855-2868 (2021) - [j14]Abdulkadir Albayrak, Asli Unlu Akhan, Nurullah Çalik, Abdulkerim Çapar, Gokhan Bilgin, Behcet Ugur Töreyin, Bahar Muezzinoglu, Ilknur Türkmen, Lutfiye Durak-Ata:
A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability. Medical Biol. Eng. Comput. 59(7): 1545-1561 (2021) - [j13]Suha Tuna, Behçet Ugur Töreyin, Metin Demiralp, Jinchang Ren, Huimin Zhao, Stephen Marshall:
Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 59(11): 9569-9584 (2021) - 2019
- [j12]Yaser Moazzen, Abdulkerim Çapar, Abdulkadir Albayrak, Nurullah Çalik, Behcet Ugur Töreyin:
Metaphase finding with deep convolutional neural networks. Biomed. Signal Process. Control. 52: 353-361 (2019) - 2018
- [j11]Zeynep Gundogar, Behcet Ugur Töreyin, Metin Demiralp:
Tridiagonal Folmat Enhanced Multivariance Products Representation Based Hyperspectral Data Compression. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(9): 3272-3278 (2018) - 2017
- [j10]Çigdem Dinçkal, Behçet Ugur Töreyin, Serhat Küçükali:
Adaptive decision fusion based framework for short-term wind speed and turbulence intensity forecasting: case study for North West of Turkey. Turkish J. Electr. Eng. Comput. Sci. 25: 2770-2783 (2017) - 2016
- [j9]Serdar Aslan, Ali Taylan Cemgil, Murat Samil Aslan, Behcet Ugur Töreyin, Ata Akin:
Joint parameter and state estimation of the hemodynamic model by iterative extended Kalman smoother. Biomed. Signal Process. Control. 24: 47-62 (2016) - 2015
- [j8]Irem Ülkü, Behcet Ugur Töreyin:
Sparse coding of hyperspectral imagery using online learning. Signal Image Video Process. 9(4): 959-966 (2015) - 2013
- [j7]A. Enis Çetin, Kosmas Dimitropoulos, Benedict Gouverneur, Nikos Grammalidis, Osman Günay, Yusuf Hakan Habiboglu, B. Ugur Töreyin, Steven Verstockt:
Video fire detection - Review. Digit. Signal Process. 23(6): 1827-1843 (2013) - [j6]Ahmet Yazar, Furkan Keskin, B. Ugur Töreyin, A. Enis Çetin:
Fall detection using single-tree complex wavelet transform. Pattern Recognit. Lett. 34(15): 1945-1952 (2013) - 2012
- [j5]Osman Gunay, B. Ugur Töreyin, Kivanç Köse, A. Enis Çetin:
Entropy-Functional-Based Online Adaptive Decision Fusion Framework With Application to Wildfire Detection in Video. IEEE Trans. Image Process. 21(5): 2853-2865 (2012) - [j4]Serhan Yarkan, B. Ugur Töreyin, Khalid A. Qaraqe, A. Enis Çetin:
An Online Adaptive Cooperation Scheme for Spectrum Sensing Based on a Second-Order Statistical Method. IEEE Trans. Veh. Technol. 61(2): 675-686 (2012) - 2008
- [j3]B. Ugur Töreyin, Emin Birey Soyer, Ibrahim Onaran, A. Enis Çetin:
Falling Person Detection Using Multi-Sensor Signal Processing. EURASIP J. Adv. Signal Process. 2008 (2008) - 2006
- [j2]B. Ugur Töreyin, Yigithan Dedeoglu, Ugur Güdükbay, A. Enis Çetin:
Computer vision based method for real-time fire and flame detection. Pattern Recognit. Lett. 27(1): 49-58 (2006) - 2005
- [j1]B. Ugur Töreyin, A. Enis Çetin, Anil Aksay, M. Bilgay Akhan:
Moving object detection in wavelet compressed video. Signal Process. Image Commun. 20(3): 255-264 (2005)
Conference and Workshop Papers
- 2023
- [c61]Onur Can Koyun, Behçet Ugur Töreyin:
Sievenet: An Efficient Model Utilizing H.265 Codec Structure for Video Object Detection. ICASSP Workshops 2023: 1-5 - [c60]Reyhan Kevser Keser, Behçet Ugur Töreyin:
Averager Student: Distillation from Undistillable Teacher. Tiny Papers @ ICLR 2023 - [c59]Vedat Delican, Behçet Ugur Töreyin, Ege Çetin, Aylin Yalçin Saribey:
Third Level Identification with Hyperspectral Imaging in Fingerprints. SIU 2023: 1-4 - [c58]Fatmanur Turhan, Levent Çarkacioglu, Behçet Ugur Töreyin:
Test Automation for Symbol Recognition on the Map. SIU 2023: 1-4 - 2022
- [c57]Ayse Irem Topçu, Behçet Ugur Töreyin:
Neural Machine Translation Approaches for Post-OCR Text Processing. SIU 2022: 1-4 - 2021
- [c56]Erdem Safa Akkul, Berk Arican, Behçet Ugur Töreyin:
Bi-RDNet: Performance Enhancement for Remote Sensing Scene Classification with Rotational Duplicate Layers. ICCCI (CCIS Volume) 2021: 669-678 - [c55]Esra Ergün, Behçet Ugur Töreyin:
Sparse Progressive Neural Networks for Continual Learning. ICCCI (CCIS Volume) 2021: 715-725 - [c54]Osman Tasdelen, Levent Çarkacioglu, Behçet Ugur Töreyin:
Anomaly Detection on ADS-B Flight Data Using Machine Learning Techniques. ICCCI 2021: 771-783 - [c53]Sümeyye Çavas, Muhammet Sebul Beratoglu, Behçet Ugur Töreyin:
Anomaly Detection In Compressed Video. SIU 2021: 1-4 - 2020
- [c52]Süleyman Aslan, Ugur Güdükbay, B. Ugur Töreyin, A. Enis Çetin:
Deep Convolutional Generative Adversarial Networks for Flame Detection in Video. ICCCI 2020: 807-815 - [c51]Tansel Akgül, Nurullah Çalik, Behçet Ugur Töreyin:
Deep Learning-Based Fish Detection in Turbid Underwater Images. SIU 2020: 1-4 - [c50]Aydin Ayanzadeh, Özden Yalçin Özuysal, Devrim Pesen Okvur, Sevgi Önal, Behçet Ugur Töreyin, Devrim Ünay:
Deep Learning based Segmentation Pipeline for Label-Free Phase-Contrast Microscopy Images. SIU 2020: 1-4 - [c49]Esra Ergün, Behçet Ugur Töreyin:
Continual Learning with Sparse Progressive Neural Networks. SIU 2020: 1-4 - [c48]Kaan Aykut Kabakçi, Behçet Ugur Töreyin, Murat Okatan:
Estimation of Noise Standard Deviation Using an Otsu-Based Approach in Extracellular Neural Recordings. SIU 2020: 1-4 - [c47]Reyhan Kevser Keser, Indrit Nallbani, Nurullah Çalik, Aydin Ayanzadeh, Behçet Ugur Töreyin:
Graph Embedding For Link Prediction Using Residual Variational Graph Autoencoders. SIU 2020: 1-4 - 2019
- [c46]Murat Muhammet Savci, Yasin Yildirim, Görkem Saygili, Behçet Ugur Töreyin:
Fire Detection in H.264 Compressed Video. ICASSP 2019: 8310-8314 - [c45]Süleyman Aslan, Ugur Güdükbay, B. Ugur Töreyin, A. Enis Çetin:
Early Wildfire Smoke Detection Based on Motion-based Geometric Image Transformation and Deep Convolutional Generative Adversarial Networks. ICASSP 2019: 8315-8319 - [c44]Reyhan Kevser Keser, Behçet Ugur Töreyin:
Autoencoder Based Dimensionality Reduction of Feature Vectors for Object Recognition. SITIS 2019: 577-584 - [c43]Muhammet Sebul Beratoglu, Behçet Ugur Töreyin:
Vehicle License Plate Detection Using Only Block Partitioning Structure of the High Efficiency Video Coding (HEVC). SIU 2019: 1-4 - 2018
- [c42]Sibel Cimen, Abdulkerim Çapar, Dursun Ali Ekinci, Umut Engin Ayten, Bilal Ersen Kerman, Behcet Ugur Töreyin:
DeepMQ: A Deep Learning Approach Based Myelin Quantification in Microscopic Fluorescence Images. EUSIPCO 2018: 61-65 - [c41]Yasin Yildirym, B. Ugur Töreyin, Serhat Küçükali, Bulent Verep, Davut Turan, Ahmet Alp:
Image Analysis Based Fish Tail Beat Frequency Estimation for Fishway Efficiency. EUSIPCO 2018: 1790-1794 - [c40]Gülsah Ayhan, Çagla Senel, Zeynep Eda Uran, Behcet Ugur Töreyin:
Landing page component classification with convolutional neural networks for online advertising. SIU 2018: 1-4 - [c39]Omer Berk, Abdulkerim Çapar, Behcet Ugur Töreyin:
Salient region detection and sparse representation based super-resolution approach for chromosome images. SIU 2018: 1-4 - [c38]Fatma Küçük, Behcet Ugur Töreyin, Fatih Vehbi Çelebi:
Anomaly detection in hyperspectral data with matrix decomposition. SIU 2018: 1-4 - [c37]Hilal Turk, Behcet Ugur Töreyin:
Soil moisture estimation with inverse distance weighting for home agriculture applications. SIU 2018: 1-4 - [c36]Kamuran Dogus Yuksel, Behcet Ugur Töreyin:
A deep learning and RSSI based approach for indoor positioning. SIU 2018: 1-4 - 2017
- [c35]Reyhan Kevser Keser, Esra Ergün, Behcet Ugur Töreyin:
Vehicle Logo Recognition with Reduced-Dimension SIFT Vectors Using Autoencoders. IWCIM@EUSIPCO 2017: 92 - [c34]Abdulkadir Albayrak, Asli Unlu, Nurullah Çalik, Gokhan Bilgin, Ilknur Türkmen, Asli Çakir, Abdulkerim Çapar, Behcet Ugur Töreyin, Lutfiye Durak-Ata:
Segmentation of precursor lesions in cervical cancer using convolutional neural networks. SIU 2017: 1-4 - [c33]Yaser Moazzen, Abdulkerim Çapar, Behcet Ugur Töreyin:
A sub-pixel resolution method for chromosome band profile extraction. SIU 2017: 1-4 - [c32]Gözde Ayse Tataroglu, Anil Genç, Kaan A. Kabakci, Abdulkerim Çapar, B. Ugur Töreyin, Hazim Kemal Ekenel, Ilknur Türkmen, Asli Çakir:
A deep learning based approach for classification of CerbB2 tumor cells in breast cancer. SIU 2017: 1-4 - 2016
- [c31]Kaan A. Kabakci, Abdulkerim Çapar, B. Ugur Töreyin, Mertkan Akkoç, Ozan Borazan, Ilknur Türkmen, Lutfiye Durak-Ata:
A multi-level thresholding based segmentation method for microscopic fluorescence in situ hybridization (FISH) images. SIU 2016: 849-852 - [c30]Arda Mollakoy, Emre Yengel, B. Ugur Töreyin:
Bearing fault detection method based on statistical analysis and KL distance. SIU 2016: 1881-1884 - [c29]Aleksei Sukhanov, Suha Tuna, Behcet Ugur Töreyin:
Lossy compression of hyperspectral images by using Enhanced Multivariance Products Representation (EMPR) method. SIU 2016: 1925-1928 - [c28]Julide Gulen Alaydin, B. Ugur Töreyin:
Sparse coding based compression of spectrally uncorrelated hyperspectral data using Haar wavelet transform. SIU 2016: 1945-1948 - 2015
- [c27]Hakan Aktas, Refik Sever, Behcet Ugur Töreyin:
A two stage template matching algorithm and its İmplementation on FPGA. SIU 2015: 2214-2217 - [c26]Onur Haliloglu, Ufuk Sakarya, Behcet Ugur Töreyin:
Evaluation of clustering performance of hyperspectral bands. SIU 2015: 2497-2500 - 2014
- [c25]Julide Gulen Alaydin, Seden Hazal Gulen, Maria Trocan, Behcet Ugur Töreyin:
Graph-cut-based compression algorithm for compressed-sensed image acquisition. SIU 2014: 2310-2313 - [c24]Behcet Ugur Töreyin, Ozan Yilmaz, Yakup Murat Mert:
Evaluation of on-board integer wavelet transform based spectral decorrelation schemes for lossless compression of hyperspectral images. WHISPERS 2014: 1-4 - 2012
- [c23]Fatih Erden, B. Ugur Töreyin, Emin Birey Soyer, I. Inac, Osman Günay, Kivanç Köse, A. Enis Çetin:
Wavelet based flame detection using differential PIR sensors. SIU 2012: 1-4 - [c22]Osman Günay, Behcet Ugur Töreyin, Kivanç Köse, A. Enis Çetin:
Entropy functional based adaptive decision fusion framework. SIU 2012: 1-4 - [c21]Ahmet Yazar, A. Enis Çetin, B. Ugur Töreyin:
Human activity classification using vibration and PIR sensors. SIU 2012: 1-4 - 2011
- [c20]Serhan Yarkan, B. Ugur Töreyin, Khalid A. Qaraqe, A. Enis Çetin:
An experimental validation of an online adaptive cooperation scheme for spectrum sensing. ICT 2011: 226-231 - [c19]Amir Hossein Gholamipour, Ali Gorcin, Hasari Celebi, B. Ugur Töreyin, Mazen A. R. Saghir, Fadi J. Kurdahi, Ahmed M. Eltawil:
Reconfigurable filter implementation of a matched-filter based spectrum sensor for Cognitive Radio systems. ISCAS 2011: 2457-2460 - [c18]Serhan Yarkan, Khalid A. Qaraqe, B. Ugur Töreyin, A. Enis Çetin:
An Experimental Setup for Performance Analysis of an Online Adaptive Cooperative Spectrum Sensing Scheme for Both In-Phase and Quadrature Branches. VTC Fall 2011: 1-5 - 2010
- [c17]Fatih Erden, Emin Birey Soyer, B. Ugur Töreyin, A. Enis Çetin:
VOC gas leak detection using Pyro-electric Infrared sensors. ICASSP 2010: 1682-1685 - 2009
- [c16]B. Ugur Töreyin, A. Enis Çetin:
Wildfire detection using LMS based active learning. ICASSP 2009: 1461-1464 - 2008
- [c15]B. Ugur Töreyin, Emin Birey Soyer, Onay Urfalioglu, A. Enis Çetin:
Flame detection system based on wavelet analysis of PIR sensor signals with an HMM decision mechanism. EUSIPCO 2008: 1-5 - [c14]B. Ugur Töreyin, A. Enis Çetin:
Volatile organic compound plume detection using wavelet analysis of video. ICIP 2008: 1836-1839 - 2007
- [c13]István Petrás, Csaba Beleznai, Yigithan Dedeoglu, Montse Pardàs, Levente Kovács, Zoltán Szlávik, Laszlo Havasi, Tamás Szirányi, B. Ugur Töreyin, Ugur Güdükbay, A. Enis Çetin, Cristian Canton-Ferrer:
Flexible test-bed for unusual behavior detection. CIVR 2007: 105-108 - [c12]B. Ugur Töreyin, Yigithan Dedeoglu, A. Enis Çetin, Sándor Fazekas, Dmitry Chetverikov, Tomer Amiaz, Nahum Kiryati:
Dynamic texture detection, segmentation and analysis. CIVR 2007: 131-134 - [c11]B. Ugur Töreyin, A. Enis Çetin:
Online Detection of Fire in Video. CVPR 2007 - 2006
- [c10]Yigithan Dedeoglu, B. Ugur Töreyin, Ugur Güdükbay, A. Enis Çetin:
Silhouette-Based Method for Object Classification and Human Action Recognition in Video. ECCV Workshop on HCI 2006: 64-77 - [c9]B. Ugur Töreyin, Yigithan Dedeoglu, A. Enis Çetin:
Contour based smoke detection in video using wavelets. EUSIPCO 2006: 1-5 - [c8]B. Ugur Töreyin, Maria Trocan, Béatrice Pesquet-Popescu, A. Enis Çetin:
Linear and nonlinear temporal prediction employing lifting structures for scalable video coding. EUSIPCO 2006: 1-3 - [c7]B. Ugur Töreyin, Maria Trocan, Béatrice Pesquet-Popescu, A. Enis Çetin:
Lms Based Adaptive Prediction for Scalable Video Coding. ICASSP (2) 2006: 37-40 - [c6]B. Ugur Töreyin, A. Enis Çetin:
Wavelet based detection of moving tree branches and leaves in video. ISCAS 2006 - 2005
- [c5]B. Ugur Töreyin, Yigithan Dedeoglu, A. Enis Çetin:
Wavelet based real-time smoke detection in video. EUSIPCO 2005: 1-4 - [c4]Yigithan Dedeoglu, B. Ugur Töreyin, Ugur Güdükbay, A. Enis Çetin:
Real-Time Fire and Flame Detection in Video. ICASSP (2) 2005: 669-672 - [c3]B. Ugur Töreyin, Yigithan Dedeoglu, A. Enis Çetin:
HMM Based Falling Person Detection Using Both Audio and Video. ICCV-HCI 2005: 211-220 - [c2]B. Ugur Töreyin, Yigithan Dedeoglu, A. Enis Çetin:
Flame detection in video using hidden Markov models. ICIP (2) 2005: 1230-1233 - 2004
- [c1]B. Ugur Töreyin, A. Enis Çetin, Anil Aksay, M. Bilgay Akhan:
Moving Region Detection in Compressed Video. ISCIS 2004: 381-390
Parts in Books or Collections
- 2008
- [p1]Yigithan Dedeoglu, B. Ugur Töreyin, Ugur Güdükbay, A. Enis Çetin:
Surveillance Using Both Video and Audio. Multimodal Processing and Interaction 2008: 1-13
Editorship
- 2018
- [e1]Behcet Ugur Töreyin, Davide Moroni, A. Enis Çetin:
IWCIM 2017, International Workshop on Computational Intelligence for Multimedia Understanding, Kos Island, Greece, 2 September, 2017. MDPI Proceedings 2(2), MDPI 2018 [contents]
Data and Artifacts
- 2022
- [d1]Muhammet Sebul Beratoglu, Behcet Ugur Töreyin:
CD-LP: Compressed Domain License Plate Detection Database. IEEE DataPort, 2022
Informal and Other Publications
- 2024
- [i10]Onur Can Koyun, Behçet Ugur Töreyin:
Do deep neural networks utilize the weight space efficiently? CoRR abs/2401.16438 (2024) - 2023
- [i9]Muhammet Sebul Beratoglu, Behçet Ugur Töreyin:
Vehicle Detection and Classification without Residual Calculation: Accelerating HEVC Image Decoding with Random Perturbation Injection. CoRR abs/2305.08265 (2023) - 2022
- [i8]Didem Makaroglu, Altan Cakir, Behcet Ugur Töreyin:
Twitter Referral Behaviours on News Consumption with Ensemble Clustering of Click-Stream Data in Turkish Media. CoRR abs/2202.02056 (2022) - [i7]Onur Can Koyun, Reyhan Kevser Keser, Ibrahim Batuhan Akkaya, Behçet Ugur Töreyin:
Focus-and-Detect: A Small Object Detection Framework for Aerial Images. CoRR abs/2203.12976 (2022) - 2021
- [i6]Reyhan Kevser Keser, Aydin Ayanzadeh, Omid Abdollahi Aghdam, Çaglar Kilcioglu, Behçet Ugur Töreyin, Nazim Kemal Ure:
PURSUhInT: In Search of Informative Hint Points Based on Layer Clustering for Knowledge Distillation. CoRR abs/2103.00053 (2021) - [i5]Indrit Nallbani, Aydin Ayanzadeh, Reyhan Kevser Keser, Nurullah Çalik, Behçet Ugur Töreyin:
Representation Learning using Graph Autoencoders with Residual Connections. CoRR abs/2105.00695 (2021) - 2020
- [i4]Abdulkerim Çapar, Sibel Cimen, Zeynep Aladag, Dursun Ali Ekinci, Umut Engin Ayten, Bilal Ersen Kerman, Behçet Ugur Töreyin:
A multi-spectral myelin annotation tool for machine learning based myelin quantification. F1000Research 9: 1492 (2020) - 2019
- [i3]Süleyman Aslan, Ugur Güdükbay, B. Ugur Töreyin, A. Enis Çetin:
Deep Convolutional Generative Adversarial Networks Based Flame Detection in Video. CoRR abs/1902.01824 (2019) - 2018
- [i2]Abdulkadir Albayrak, Asli Unlu, Nurullah Çalik, Abdulkerim Çapar, Gokhan Bilgin, Behcet Ugur Töreyin, Bahar Muezzinoglu, Ilknur Türkmen, Lutfiye Durak-Ata:
A Whole Slide Image Grading Benchmark and Tissue Classification for Cervical Cancer Precursor Lesions with Inter-Observer Variability. CoRR abs/1812.10256 (2018) - 2011
- [i1]Osman Gunay, B. Ugur Töreyin, Kivanç Köse, A. Enis Çetin:
Online Adaptive Decision Fusion Framework Based on Entropic Projections onto Convex Sets with Application to Wildfire Detection in Video. CoRR abs/1101.4749 (2011)
Coauthor Index
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