Automatic Vehicle Accident Detection and Classification from Images: A Comparison of YOLOv9 and YOLO-NAS Algorithms

Authors: Nusari, Ahmed Naji Musleh, Ozbek, Ibrahim Yucel, Oral, Emin Argun

Source: 2024 32nd Signal Processing and Communications Applications Conference (SIU) Signal Processing and Communications Applications Conference (SIU), 2024 32nd. :1-4 May, 2024

Relation: 2024 32nd Signal Processing and Communications Applications Conference (SIU)

Real-Time Fixed-Point Hardware Accelerator of Convolutional Neural Network on FPGA Based

Authors: Ozkilbac, Bahadir, Ozbek, Ibrahim Yucel, Karacali, Tevhit

Source: 2022 5th International Conference on Computing and Informatics (ICCI) Computing and Informatics (ICCI), 2022 5th International Conference on. :1-5 Mar, 2022

Relation: 2022 5th International Conference on Computing and Informatics (ICCI)

Deep-learning based fusion of spatial relationship classification between mandibular third molar and inferior alveolar nerve using panoramic radiograph images

Authors: Kumbasar, Nida ^{a, b, ⁎}, Güller, Mustafa Taha ^c, Miloğlu, Özkan ^d, Oral, Emin Argun ^b, Ozbek, Ibrahim Yucel ^{b, e}

Source: In Biomedical Signal Processing and Control February 2025 100 Part A

Sleep Stage Classification From Polysomnography Signals by Using Long Short Term Memory

Authors: Tunc, Hilal Sultan Duranoglu, Ozbek, Ibrahim Yucel, Ertugrul, Mehmet

Source: 2020 28th Signal Processing and Communications Applications Conference (SIU) Signal Processing and Communications Applications Conference (SIU), 2020 28th. :1-4 Oct, 2020

Relation: 2020 28th Signal Processing and Communications Applications Conference (SIU)

Radome Detection from Satellite Images Using ATA-Radome Data Set

Authors: Mohammed, Hussein Mahmood Abdo, Polat, Merve, Oral, Emin Argun, Ozbek, Ibrahim Yucel

Source: 2019 27th Signal Processing and Communications Applications Conference (SIU) Signal Processing and Communications Applications Conference (SIU), 2019 27th. :1-4 Apr, 2019

Relation: 2019 27th Signal Processing and Communications Applications Conference (SIU)

Aircraft Detection from Satellite Images Using ATA-Plane Data Set

Authors: Polat, Merve, Mohammed, Hussein Mahmood Abdo, Oral, Emin Argun, Ozbek, Ibrahim Yucel

Source: 2019 27th Signal Processing and Communications Applications Conference (SIU) Signal Processing and Communications Applications Conference (SIU), 2019 27th. :1-4 Apr, 2019

Relation: 2019 27th Signal Processing and Communications Applications Conference (SIU)

The detection of distomolar teeth on panoramic radiographs using different artificial intelligence models

Authors: Korkmaz, Onur Erdem, Guller, Hatice, Miloglu, Ozkan, Ozbek, İbrahim Yucel, Oral, Emin Argun, Guller, Mustafa Taha

Source: In Journal of Stomatology oral and Maxillofacial Surgery October 2025 126(5)

Dental implant brand and angle identification using deep neural networks

Authors: Tiryaki, Burcu, Ozdogan, Alper, Guller, Mustafa Taha, Miloglu, Ozkan, Oral, Emin Argun, Ozbek, Ibrahim Yucel

Source: In The Journal of Prosthetic Dentistry

Comparison of spectrogram, persistence spectrum and percentile spectrum based image representation performances in drone detection and classification using novel HMFFNet: Hybrid Model with Feature Fusion Network

Authors: Kumbasar, Nida, Kılıç, Rabiye, Oral, Emin Argun, Ozbek, Ibrahim Yucel

Source: In Expert Systems With Applications 15 November 2022 206

Drone classification using RF signal based spectral features

Authors: Kılıç, Rabiye, Kumbasar, Nida, Oral, Emin Argun, Ozbek, Ibrahim Yucel

Source: In Engineering Science and Technology, an International Journal April 2022 28

Prediction of water-adulteration within honey by air-line de-embedding waveguide measurements

Authors: Hasar, Hafize, Hasar, Ugur Cem, Kaya, Yunus, Ozturk, Hamdullah, Izginli, Mucahit, Ozbek, Ibrahim Yucel, Oztas, Taskin, Canbolat, Mustafa Yildirim, Ertugrul, Mehmet

Source: In Measurement July 2021 179

A novel probabilistic and 3D column P300 stimulus presentation paradigm for EEG-based spelling systems.

Authors: Korkmaz, Onur Erdem¹, onurerdem.korkmaz@atauni.edu.tr, Aydemir, Onder², Oral, Emin Argun³, Ozbek, Ibrahim Yucel³

Source: Neural Computing & Applications; Jun2023, Vol. 35 Issue 16, p11901-11915, 15p

Effects of Different Pre-Training Algorithms on Video Classification Results.

Authors: Akarsu, Elif¹ elif.akarsu@atauni.edu.tr, Ozbek, Ibrahim Yucel¹, Karacali, Tevhit¹

Source: Traitement du Signal. Oct2024, Vol. 41 Issue 5, p2221-2231. 11p.

Subject Terms: *Algorithms, Classification algorithms, Picture frames & framing, Automobile driving, Social media

Artificial intelligence in tongue diagnosis: classification of tongue lesions and normal tongue images using deep convolutional neural network.

Authors: Tiryaki, Burcu, Torenek-Agirman, Kubra, Miloglu, Ozkan, Korkmaz, Berfin, Ozbek, İbrahim Yucel, Oral, Emin Argun

Source: BMC Medical Imaging; 3/8/2024, Vol. 26 Issue 1, p1-9, 9p

Subject Terms: CONVOLUTIONAL neural networks, ELECTRONIC tongues, ARTIFICIAL intelligence, TONGUE, PLURALITY voting

Low cost measurement setup based on a piezoelectric microphone for estimating apple bruising using Shannon entropy

Authors: Ozbek, Ibrahim Yucel, Boydas, Mustafa Gokalp, Kara, Mazhar, Demir, Bunyamin

Source: In Postharvest Biology and Technology December 2014 98:23-29

An efficient laser sensor system for apple impact bruise volume estimation

Authors: Boydas, Mustafa Gokalp, Ozbek, Ibrahim Yucel, Kara, Mazhar

Source: In Postharvest Biology and Technology March 2014 89:49-55

Identification of Gases by Porous Optical Sensors Using Reflectivity Difference and Wavelength Shift

Authors: Hasar, Ugur Cem, Ozbek, Ibrahim Yucel, Cavusoglu, Bulent, Karacali, Tevhit, Efeoglu, Hasan, Ertugrul, Mehmet, Barroso, Joaquim J.

Source: IEEE photonics technology letters. 27(6):596-599

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN607461234&indx=1&recIds=ETOCRN607461234

An efficient 3D column-only P300 speller paradigm utilizing few numbers of electrodes and flashings for practical BCI implementation.

Authors: Korkmaz, Onur Erdem, Aydemir, Onder, Oral, Emin Argun, Ozbek, Ibrahim Yucel

Source: PLoS ONE; 4/12/2022, Vol. 17 Issue 4, p1-20, 20p

Subject Terms: STATISTICAL hypothesis testing, 3-D animation, ELECTRODES, COMPUTER interfaces, SIGNAL processing, COMPOSITE columns

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