3 results listed
- Although the number of lanes of roads in residential
cities is constant, the number of vehicle in traffic is increasing
every year. This causes traffic congestion at certain times, such as
before and after work hours. Thus, instead of traditional methods,
intelligent systems have become a necessity to control traffic lights.
For this problem, there are traffic signaling applications
developed with using image processing and artificial intelligence
techniques in literature. In this study, an application was
developed to provide more detailed data for traffic signaling
applications. Used Faster R-CNN model was trained and tested in
Karabük and trained model detected 76 of 79 vehicles in 23 test
frames and achieved 96% success.
International Conference on Advanced Technologies, Computer Engineering and Science
ICATCES
murat GENÇER
Nesrin Aydın Atasoy
The number of vehicles in our country is increasing
day by day. Therefore, the most important reason for traffic
accidentsis human. These accidents are caused by reasons such as
nuisance, insomnia, alcohol consumption, excessive speed, not
obeying traffic rules.
In this study, it is determined that the driver in the car is
drowsy. If the driver closes own eyes and yawning, alert system
gives a warning. In this real time application, eyes and mouth are
detected using Viola-Jones algorithm. Eyes and mouth according
to head movements are performed with Kanade-Lucas-Tomasi
algorithm. A counter is used for no iris detection on the eyes and
mouth is too more open state. These are using parameters in the
developed system. The developing prototype system works
successfully.
International Conference on Advanced Technologies, Computer Engineering and Science
ICATCES
Furkan ÇAKMAK
Nesrin Aydın Atasoy
A smart home is one that serves automatic house
management and remote control system to its homeowner. It is
the integration of technologies applied to homes, offices and
small buildings to provide security, comfort, communication and
energy saving with less human interaction. Home technology is
the adaptation of control systems used in many fields of industry
to daily life, while home automation is the application of these
technologies to individual needs and desires. One of the most
important features of smart house is that it can be remotely
controlled and monitored when necessary. Thanks to this system
that can be controlled via Raspberry Pi-based web, users will be
able to access the system from smartphone, laptop, tablet,
desktop computer. In this low-cost system, it is aimed to use
technology easily in daily life. Additionally, intelligent home
technology can be carried out more easily and more effectively
by means of building information modeling technology. Room
temperature control system module, lighting system based on
daylight module, a security camera system module controlled by
PIR sensor, parking sensor module via ultrasonic HC-SR04
sensor are realized in this project.
1.st International Conference Energy Systems Engineering
ıcese'17
Nesrin Aydın Atasoy
Mehmet Tankül
Ferhat Atasoy