Moving Region Detection in Compressed Video. - B. Ugur Töreyin; A. Enis Çetin; Anil Aksay; M. Bilgay Akhan (ISCIS, 2004)

Wavelet based real-time smoke detection in video. - B. Ugur Töreyin; Yigithan Dedeoglu; A. Enis Çetin (EUSIPCO, 2005)

Real-Time Fire and Flame Detection in Video. - Yigithan Dedeoglu; B. Ugur Töreyin; Ugur Güdükbay; A. Enis Çetin (ICASSP (2), 2005)

HMM Based Falling Person Detection Using Both Audio and Video. - B. Ugur Töreyin; Yigithan Dedeoglu; A. Enis Çetin (ICCV-HCI, 2005)

Flame detection in video using hidden Markov models. - B. Ugur Töreyin; Yigithan Dedeoglu; A. Enis Çetin (ICIP (2), 2005)

Moving object detection in wavelet compressed video. - B. Ugur Töreyin; A. Enis Çetin; Anil Aksay; M. Bilgay Akhan (Signal Process. Image Commun., 2005)

Silhouette-Based Method for Object Classification and Human Action Recognition in Video. - Yigithan Dedeoglu; B. Ugur Töreyin; Ugur Güdükbay; A. Enis Çetin (ECCV Workshop on HCI, 2006)

Contour based smoke detection in video using wavelets. - B. Ugur Töreyin; Yigithan Dedeoglu; A. Enis Çetin (EUSIPCO, 2006)

Linear and nonlinear temporal prediction employing lifting structures for scalable video coding. - B. Ugur Töreyin; Maria Trocan; Béatrice Pesquet-Popescu; A. Enis Çetin (EUSIPCO, 2006)

Lms Based Adaptive Prediction for Scalable Video Coding. - B. Ugur Töreyin; Maria Trocan; Béatrice Pesquet-Popescu; A. Enis Çetin (ICASSP (2), 2006)

Wavelet based detection of moving tree branches and leaves in video. - B. Ugur Töreyin; A. Enis Çetin (ISCAS, 2006)

Computer vision based method for real-time fire and flame detection. - B. Ugur Töreyin; Yigithan Dedeoglu; Ugur Güdükbay; A. Enis Çetin (Pattern Recognit. Lett., 2006)

Flexible test-bed for unusual behavior detection. - 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 (CIVR, 2007)

Dynamic texture detection, segmentation and analysis. - B. Ugur Töreyin; Yigithan Dedeoglu; A. Enis Çetin; Sándor Fazekas; Dmitry Chetverikov; Tomer Amiaz; Nahum Kiryati (CIVR, 2007)

Online Detection of Fire in Video. - B. Ugur Töreyin; A. Enis Çetin (CVPR, 2007)

Surveillance Using Both Video and Audio. - Yigithan Dedeoglu; B. Ugur Töreyin; Ugur Güdükbay; A. Enis Çetin (Multimodal Processing and Interaction, 2008)

Flame detection system based on wavelet analysis of PIR sensor signals with an HMM decision mechanism. - B. Ugur Töreyin; Emin Birey Soyer; Onay Urfalioglu; A. Enis Çetin (EUSIPCO, 2008)

Volatile organic compound plume detection using wavelet analysis of video. - B. Ugur Töreyin; A. Enis Çetin (ICIP, 2008)

Falling Person Detection Using Multi-Sensor Signal Processing. - B. Ugur Töreyin; Emin Birey Soyer; Ibrahim Onaran; A. Enis Çetin (EURASIP J. Adv. Signal Process., 2008)

Wildfire detection using LMS based active learning. - B. Ugur Töreyin; A. Enis Çetin (ICASSP, 2009)

VOC gas leak detection using Pyro-electric Infrared sensors. - Fatih Erden; Emin Birey Soyer; B. Ugur Töreyin; A. Enis Çetin (ICASSP, 2010)

An experimental validation of an online adaptive cooperation scheme for spectrum sensing. - Serhan Yarkan; B. Ugur Töreyin; Khalid A. Qaraqe; A. Enis Çetin (ICT, 2011)

Reconfigurable filter implementation of a matched-filter based spectrum sensor for Cognitive Radio systems. - Amir Hossein Gholamipour; Ali Gorcin; Hasari Celebi; B. Ugur Töreyin; Mazen A. R. Saghir; Fadi J. Kurdahi; Ahmed M. Eltawil (ISCAS, 2011)

An Experimental Setup for Performance Analysis of an Online Adaptive Cooperative Spectrum Sensing Scheme for Both In-Phase and Quadrature Branches. - Serhan Yarkan; Khalid A. Qaraqe; B. Ugur Töreyin; A. Enis Çetin (VTC Fall, 2011)

Online Adaptive Decision Fusion Framework Based on Entropic Projections onto Convex Sets with Application to Wildfire Detection in Video - Osman Gunay; B. Ugur Töreyin; Kivanç Köse; A. Enis Çetin (CoRR, 2011)

Wavelet based flame detection using differential PIR sensors. - Fatih Erden; B. Ugur Töreyin; Emin Birey Soyer; I. Inac; Osman Günay; Kivanç Köse; A. Enis Çetin (SIU, 2012)

Entropy functional based adaptive decision fusion framework. - Osman Günay; Behcet Ugur Töreyin; Kivanç Köse; A. Enis Çetin (SIU, 2012)

Human activity classification using vibration and PIR sensors. - Ahmet Yazar; A. Enis Çetin; B. Ugur Töreyin (SIU, 2012)

Entropy-Functional-Based Online Adaptive Decision Fusion Framework With Application to Wildfire Detection in Video. - Osman Gunay; B. Ugur Töreyin; Kivanç Köse; A. Enis Çetin (IEEE Trans. Image Process., 2012)

An Online Adaptive Cooperation Scheme for Spectrum Sensing Based on a Second-Order Statistical Method. - Serhan Yarkan; B. Ugur Töreyin; Khalid A. Qaraqe; A. Enis Çetin (IEEE Trans. Veh. Technol., 2012)

Video fire detection - Review. - A. Enis Çetin; Kosmas Dimitropoulos; Benedict Gouverneur; Nikos Grammalidis; Osman Günay; Yusuf Hakan Habiboglu; B. Ugur Töreyin; Steven Verstockt (Digit. Signal Process., 2013)

Fall detection using single-tree complex wavelet transform. - Ahmet Yazar; Furkan Keskin; B. Ugur Töreyin; A. Enis Çetin (Pattern Recognit. Lett., 2013)

Graph-cut-based compression algorithm for compressed-sensed image acquisition. - Julide Gulen Alaydin; Seden Hazal Gulen; Maria Trocan; Behcet Ugur Töreyin (SIU, 2014)

Evaluation of on-board integer wavelet transform based spectral decorrelation schemes for lossless compression of hyperspectral images. - Behcet Ugur Töreyin; Ozan Yilmaz; Yakup Murat Mert (WHISPERS, 2014)

A two stage template matching algorithm and its İmplementation on FPGA. - Hakan Aktas; Refik Sever; Behcet Ugur Töreyin (SIU, 2015)

Evaluation of clustering performance of hyperspectral bands. - Onur Haliloglu; Ufuk Sakarya; Behcet Ugur Töreyin (SIU, 2015)

Sparse coding of hyperspectral imagery using online learning. - Irem Ülkü; Behcet Ugur Töreyin (Signal Image Video Process., 2015)

Sparse coding based compression of spectrally uncorrelated hyperspectral data using Haar wavelet transform. - Julide Gulen Alaydin; B. Ugur Töreyin (SIU, 2016)

A multi-level thresholding based segmentation method for microscopic fluorescence in situ hybridization (FISH) images. - Kaan A. Kabakci; Abdulkerim Çapar; B. Ugur Töreyin; Mertkan Akkoç; Ozan Borazan; Ilknur Türkmen; Lutfiye Durak-Ata (SIU, 2016)

Bearing fault detection method based on statistical analysis and KL distance. - Arda Mollakoy; Emre Yengel; B. Ugur Töreyin (SIU, 2016)

Lossy compression of hyperspectral images by using Enhanced Multivariance Products Representation (EMPR) method. - Aleksei Sukhanov; Suha Tuna; Behcet Ugur Töreyin (SIU, 2016)

Joint parameter and state estimation of the hemodynamic model by iterative extended Kalman smoother. - Serdar Aslan; Ali Taylan Cemgil; Murat Samil Aslan; Behcet Ugur Töreyin; Ata Akin (Biomed. Signal Process. Control., 2016)

Vehicle Logo Recognition with Reduced-Dimension SIFT Vectors Using Autoencoders. - Reyhan Kevser Keser; Esra Ergün; Behcet Ugur Töreyin (IWCIM@EUSIPCO, 2017)

Segmentation of precursor lesions in cervical cancer using convolutional neural networks. - Abdulkadir Albayrak; Asli Unlu; Nurullah Çalik; Gokhan Bilgin; Ilknur Türkmen; Asli Çakir; Abdulkerim Çapar; Behcet Ugur Töreyin; Lutfiye Durak-Ata (SIU, 2017)

A sub-pixel resolution method for chromosome band profile extraction. - Yaser Moazzen; Abdulkerim Çapar; Behcet Ugur Töreyin (SIU, 2017)

A deep learning based approach for classification of CerbB2 tumor cells in breast cancer. - Gözde Ayse Tataroglu; Anil Genç; Kaan A. Kabakci; Abdulkerim Çapar; B. Ugur Töreyin; Hazim Kemal Ekenel; Ilknur Türkmen; Asli Çakir (SIU, 2017)

Adaptive decision fusion based framework for short-term wind speed and turbulence intensity forecasting: case study for North West of Turkey. - Çigdem Dinçkal; Behçet Ugur Töreyin; Serhat Küçükali (Turkish J. Electr. Eng. Comput. Sci., 2017)

DeepMQ: A Deep Learning Approach Based Myelin Quantification in Microscopic Fluorescence Images. - Sibel Cimen; Abdulkerim Çapar; Dursun Ali Ekinci; Umut Engin Ayten; Bilal Ersen Kerman; Behcet Ugur Töreyin (EUSIPCO, 2018)

Image Analysis Based Fish Tail Beat Frequency Estimation for Fishway Efficiency. - Yasin Yildirym; B. Ugur Töreyin; Serhat Küçükali; Bulent Verep; Davut Turan; Ahmet Alp (EUSIPCO, 2018)

Landing page component classification with convolutional neural networks for online advertising. - Gülsah Ayhan; Çagla Senel; Zeynep Eda Uran; Behcet Ugur Töreyin (SIU, 2018)

Salient region detection and sparse representation based super-resolution approach for chromosome images. - Omer Berk; Abdulkerim Çapar; Behcet Ugur Töreyin (SIU, 2018)

Anomaly detection in hyperspectral data with matrix decomposition. - Fatma Küçük; Behcet Ugur Töreyin; Fatih Vehbi Çelebi (SIU, 2018)

Soil moisture estimation with inverse distance weighting for home agriculture applications. - Hilal Turk; Behcet Ugur Töreyin (SIU, 2018)

A deep learning and RSSI based approach for indoor positioning. - Kamuran Dogus Yuksel; Behcet Ugur Töreyin (SIU, 2018)

A Whole Slide Image Grading Benchmark and Tissue Classification for Cervical Cancer Precursor Lesions with Inter-Observer Variability. - Abdulkadir Albayrak; Asli Unlu; Nurullah Çalik; Abdulkerim Çapar; Gokhan Bilgin; Behcet Ugur Töreyin; Bahar Muezzinoglu; Ilknur Türkmen; Lutfiye Durak-Ata (CoRR, 2018)

Tridiagonal Folmat Enhanced Multivariance Products Representation Based Hyperspectral Data Compression. - Zeynep Gundogar; Behcet Ugur Töreyin; Metin Demiralp (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Early Wildfire Smoke Detection Based on Motion-based Geometric Image Transformation and Deep Convolutional Generative Adversarial Networks. - Süleyman Aslan; Ugur Güdükbay; B. Ugur Töreyin; A. Enis Çetin (ICASSP, 2019)

Fire Detection in H.264 Compressed Video. - Murat Muhammet Savci; Yasin Yildirim; Görkem Saygili; Behçet Ugur Töreyin (ICASSP, 2019)

Autoencoder Based Dimensionality Reduction of Feature Vectors for Object Recognition. - Reyhan Kevser Keser; Behçet Ugur Töreyin (SITIS, 2019)

Vehicle License Plate Detection Using Only Block Partitioning Structure of the High Efficiency Video Coding (HEVC). - Muhammet Sebul Beratoglu; Behçet Ugur Töreyin (SIU, 2019)

Metaphase finding with deep convolutional neural networks. - Yaser Moazzen; Abdulkerim Çapar; Abdulkadir Albayrak; Nurullah Çalik; Behcet Ugur Töreyin (Biomed. Signal Process. Control., 2019)

Deep Convolutional Generative Adversarial Networks Based Flame Detection in Video. - Süleyman Aslan; Ugur Güdükbay; B. Ugur Töreyin; A. Enis Çetin (CoRR, 2019)

Deep Convolutional Generative Adversarial Networks for Flame Detection in Video. - Süleyman Aslan; Ugur Güdükbay; B. Ugur Töreyin; A. Enis Çetin (ICCCI, 2020)

Deep Learning-Based Fish Detection in Turbid Underwater Images. - Tansel Akgül; Nurullah Çalik; Behçet Ugur Töreyin (SIU, 2020)

Deep Learning based Segmentation Pipeline for Label-Free Phase-Contrast Microscopy Images. - Aydin Ayanzadeh; Özden Yalçin Özuysal; Devrim Pesen Okvur; Sevgi Önal; Behçet Ugur Töreyin; Devrim Ünay (SIU, 2020)

Continual Learning with Sparse Progressive Neural Networks. - Esra Ergün; Behçet Ugur Töreyin (SIU, 2020)

Estimation of Noise Standard Deviation Using an Otsu-Based Approach in Extracellular Neural Recordings. - Kaan Aykut Kabakçi; Behçet Ugur Töreyin; Murat Okatan (SIU, 2020)

Graph Embedding For Link Prediction Using Residual Variational Graph Autoencoders. - Reyhan Kevser Keser; Indrit Nallbani; Nurullah Çalik; Aydin Ayanzadeh; Behçet Ugur Töreyin (SIU, 2020)

A multi-spectral myelin annotation tool for machine learning based myelin quantification. - Abdulkerim Çapar; Sibel Cimen; Zeynep Aladag; Dursun Ali Ekinci; Umut Engin Ayten; Bilal Ersen Kerman; Behçet Ugur Töreyin (F1000Research, 2020)

Bi-RDNet: Performance Enhancement for Remote Sensing Scene Classification with Rotational Duplicate Layers. - Erdem Safa Akkul; Berk Arican; Behçet Ugur Töreyin (ICCCI (CCIS Volume), 2021)

Sparse Progressive Neural Networks for Continual Learning. - Esra Ergün; Behçet Ugur Töreyin (ICCCI (CCIS Volume), 2021)

Anomaly Detection on ADS-B Flight Data Using Machine Learning Techniques. - Osman Tasdelen; Levent Çarkacioglu; Behçet Ugur Töreyin (ICCCI, 2021)

Anomaly Detection In Compressed Video. - Sümeyye Çavas; Muhammet Sebul Beratoglu; Behçet Ugur Töreyin (SIU, 2021)

Vehicle License Plate Detector in Compressed Domain. - Muhammet Sebul Beratoglu; Behçet Ugur Töreyin (IEEE Access, 2021)

Automated scoring of CerbB2/HER2 receptors using histogram based analysis of immunohistochemistry breast cancer tissue images. - Kaan Aykut Kabakçi; Asli Çakir; Ilknur Türkmen; Behçet Ugur Töreyin; Abdulkerim Çapar (Biomed. Signal Process. Control., 2021)

Representation Learning using Graph Autoencoders with Residual Connections. - Indrit Nallbani; Aydin Ayanzadeh; Reyhan Kevser Keser; Nurullah Çalik; Behçet Ugur Töreyin (CoRR, 2021)

Improved cell segmentation using deep learning in label-free optical microscopy images. - Aydin Ayanzadeh; Özden Yalçin Özuysal; Devrim Pesen Okvur; Sevgi Önal; Behçet Ugur Töreyin; Devrim Ünay (Turkish J. Electr. Eng. Comput. Sci., 2021)

A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability. - Abdulkadir Albayrak; Asli Unlu Akhan; Nurullah Çalik; Abdulkerim Çapar; Gokhan Bilgin; Behcet Ugur Töreyin; Bahar Muezzinoglu; Ilknur Türkmen; Lutfiye Durak-Ata (Medical Biol. Eng. Comput., 2021)

Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images. - Suha Tuna; Behçet Ugur Töreyin; Metin Demiralp; Jinchang Ren; Huimin Zhao 001; Stephen Marshall (IEEE Trans. Geosci. Remote. Sens., 2021)

Neural Machine Translation Approaches for Post-OCR Text Processing. - Ayse Irem Topçu; Behçet Ugur Töreyin (SIU, 2022)

Twitter Referral Behaviours on News Consumption with Ensemble Clustering of Click-Stream Data in Turkish Media. - Didem Makaroglu; Altan Cakir; Behcet Ugur Töreyin (CoRR, 2022)

Focus-and-Detect: A small object detection framework for aerial images. - Onur Can Koyun; Reyhan Kevser Keser; Ibrahim Batuhan Akkaya; Behçet Ugur Töreyin (Signal Process. Image Commun., 2022)

CD-LP: Compressed Domain License Plate Detection Database. - Muhammet Sebul Beratoglu; Behcet Ugur Töreyin (IEEE DataPort, 2022)

Sievenet: An Efficient Model Utilizing H.265 Codec Structure for Video Object Detection. - Onur Can Koyun; Behçet Ugur Töreyin (ICASSP Workshops, 2023)

Averager Student: Distillation from Undistillable Teacher. - Reyhan Kevser Keser; Behçet Ugur Töreyin (Tiny Papers @ ICLR, 2023)

Third Level Identification with Hyperspectral Imaging in Fingerprints. - Vedat Delican; Behçet Ugur Töreyin; Ege Çetin; Aylin Yalçin Saribey (SIU, 2023)

Test Automation for Symbol Recognition on the Map. - Fatmanur Turhan; Levent Çarkacioglu; Behçet Ugur Töreyin (SIU, 2023)

Vehicle Detection and Classification without Residual Calculation: Accelerating HEVC Image Decoding with Random Perturbation Injection. - Muhammet Sebul Beratoglu; Behçet Ugur Töreyin (CoRR, 2023)

PURSUhInT: In Search of Informative Hint Points Based on Layer Clustering for Knowledge Distillation. - Reyhan Kevser Keser; Aydin Ayanzadeh; Omid Abdollahi Aghdam; Çaglar Kilcioglu; Behcet Ugur Töreyin; Nazim Kemal Ure (Expert Syst. Appl., 2023)

Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features. - Nurullah Çalik; Abdulkadir Albayrak; Asli Unlu Akhan; Ilknur Türkmen; Abdulkerim Çapar; Behcet Ugur Töreyin; Gokhan Bilgin; Bahar Muezzinoglu; Lutfiye Durak-Ata (IEEE J. Biomed. Health Informatics, 2023)

Direct pore-based identification for fingerprint matching process. - Vedat Delican; Behçet Ugur Töreyin; Ege Çetin; Aylin Yalçin Saribey (Turkish J. Electr. Eng. Comput. Sci., 2023)

Guest Editorial on the Special Issue on the Role of Fuzzy Systems on Biomedical Science in Healthcare. - Davide Moroni; Maria Trocan; Behçet Ugur Töreyin (Comput. Intell., 2023)

HaLViT: Half of the Weights are Enough. - Onur Can Koyun; Behçet Ugur Töreyin (CVPR Workshops, 2024)

Generated Compressed Domain Images to the Rescue: Cross Distillation from Compressed Domain to Pixel Domain. - Reyhan Kevser Keser; Muhammet Sebul Beratoglu; Behçet Ugur Töreyin (ISCAS, 2024)

Deep Convolutional Neural Network Based Antenna Scan Type Classification using Power-Time Images. - Mustafa Talha Bayram; Halim Sinan Balaban; Behçet Ugur Töreyin (SIU, 2024)

Novel Neural Style Transfer based data synthesis method for phase-contrast wound healing assay images. - Yusuf Sait Erdem; Leonardo Obinna Iheme; Mahmut Uçar; Özden Yalçin Özuysal; Muhammed Balikçi; Kenan Morani; Behçet Ugur Töreyin; Devrim Ünay (Biomed. Signal Process. Control., 2024)

Do deep neural networks utilize the weight space efficiently? - Onur Can Koyun; Behçet Ugur Töreyin (CoRR, 2024)

MR image reconstruction using iterative up and downsampling network. - Amir Aghabiglou; Dursun Ali Ekinci; Ender Mete Eksioglu; Behcet Ugur Töreyin (Expert Syst. Appl., 2024)

Wound Healing Assay Dataset (WHAD) and Cell Adhesion and Motility Assay Dataset (CAMAD). - Leonardo Obinna Iheme; Sevgi Önal; Yusuf Erdem Erdem; Mahmut Uçar; Özden Yalçin Özuysal; Devrim Pesen Okvur; Behcet Ugur Töreyin; Devrim Ünay (IEEE DataPort, 2024)