Gaze Control Algorithm for Preventing Reverse Running
- Resource Type
- Conference
- Authors
- Matsui, Yuma; Sato, Kazuhito; Madokoro, Hirokazu; Kadowaki, Sakura
- Source
- 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE) Consumer Electronics (GCCE), 2018 IEEE 7th Global Conference on. :798-801 Oct, 2018
- Subject
- Aerospace
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Engineering Profession
Fields, Waves and Electromagnetics
General Topics for Engineers
Geoscience
Nuclear Engineering
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Roads
Classification algorithms
Automobiles
Self-organizing feature maps
Labeling
Accidents
Reverse running
Gaze Control Algorithm
GHRSOM
High Priority Gazing Objects
Driving support
- Language
This study analyzed causes of driving in the wrong direction on a roadway (reverse running) and developed a gaze control algorithm to inform a driver of priority targets that demand attention to prevent reverse running: highpriority gazing objects (HPGO). Results clarified six factors leading to reverse running. Next, using Growing Hierarchical Recurrent Self-Organizing Map (GHRSOM), we narrowed down HPGO, removing reverse running factors through automatic classification and labeling of driving scenes.