YOLO Approach in Digital Object Definition in Military Systems
| Title | YOLO Approach in Digital Object Definition in Military Systems |
| Publication Type | Conference Paper |
| Year of Publication | 2018 |
| Authors | Benzer, R., Yildiz, M. C. |
| Conference Name | 2018 International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT) |
| Date Published | dec |
| Keywords | Big Data, Cameras, cyber terrorism, Deep Learning, deep video, digital object definition, distributed cross-camera surveillance systems, human tracking, indoor monitoring applications, information acquisition, Metrics, military applications, military computing, military systems, multimedia content-based indexing, object detection, object tracking, outdoor monitoring applications, Pattern recognition, pubcrawl, real-time generation detection, Resiliency, Scalability, surveillance, traffic monitoring, two-dimensional videos, video processing, video surveillance, Videos, visual surveillance, YOLO approach |
| Abstract | Today, as surveillance systems are widely used for indoor and outdoor monitoring applications, there is a growing interest in real-time generation detection and there are many different applications for real-time generation detection and analysis. Two-dimensional videos; It is used in multimedia content-based indexing, information acquisition, visual surveillance and distributed cross-camera surveillance systems, human tracking, traffic monitoring and similar applications. It is of great importance for the development of systems for national security by following a moving target within the scope of military applications. In this research, a more efficient solution is proposed in addition to the existing methods. Therefore, we present YOLO, a new approach to object detection for military applications. |
| URL | https://ieeexplore.ieee.org/document/8625314 |
| DOI | 10.1109/IBIGDELFT.2018.8625314 |
| Citation Key | benzer_yolo_2018 |
- object detection
- YOLO approach
- visual surveillance
- Videos
- video surveillance
- video processing
- two-dimensional videos
- traffic monitoring
- surveillance
- Scalability
- Resiliency
- real-time generation detection
- pubcrawl
- Pattern recognition
- outdoor monitoring applications
- object tracking
- Big Data
- multimedia content-based indexing
- military systems
- military computing
- military applications
- Metrics
- information acquisition
- indoor monitoring applications
- human tracking
- distributed cross-camera surveillance systems
- digital object definition
- deep video
- deep learning
- cyber terrorism
- Cameras