Classification of Vehicles in Traffic and Detection Faulty Vehicles by Using ANN Techniques
| dc.contributor.author | Başer, Ekrem | |
| dc.contributor.author | Altun, Yusuf | |
| dc.date.accessioned | 2020-04-30T22:40:49Z | |
| dc.date.available | 2020-04-30T22:40:49Z | |
| dc.date.issued | 2017 | |
| dc.department | DÜ, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü | en_US |
| dc.description | Scientific Meeting on Electric Electronics, Computer Science, Biomedical Engineerings (EBBT) -- APR 20-21, 2017 -- Istanbul Arel Univ, Istanbul, TURKEY | en_US |
| dc.description | ALTUN, Yusuf/0000-0002-2099-0959 | en_US |
| dc.description | WOS: 000413686600006 | en_US |
| dc.description.abstract | Number of vehicles in use worldwide per person and depending on this traffic accidents increase day by day. Until today, various studies have been made on detection of the faulty vehicles in traffic. This study; in accordance with this purpose, is realized in order to recognize, classify vehicles on a photo or video that captured on a autoban or road which has two lanes and detect faulty ones between them by using ANN(Artificial Neural Network) and image processing techniques. In this system that developed by using Convolutional Neural Network, the vehicles can be recognized, classified according to their vehicle types and faulty vehicles can be detected with drawing a frame around them. | en_US |
| dc.description.sponsorship | IEEE Turkey Sect, IEEE EMB, IEEE | en_US |
| dc.identifier.isbn | 978-1-5386-0440-3 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12684/3066 | |
| dc.identifier.wosquality | N/A | en_US |
| dc.indekslendigikaynak | Web of Science | en_US |
| dc.language.iso | tr | en_US |
| dc.publisher | Ieee | en_US |
| dc.relation.ispartof | 2017 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (Ebbt) | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | neural network | en_US |
| dc.subject | car classification | en_US |
| dc.title | Classification of Vehicles in Traffic and Detection Faulty Vehicles by Using ANN Techniques | en_US |
| dc.type | Conference Object | en_US |
