Hard hat detection in video sequences based on face features, motion and color information

Human's safety in construction areas is vital. A hard hat is required to enter a construction area. Stopping a person who is not wearing a hard hat entering a construction area is very important. Video-based surveillance to detect hard hat is a new solution to this safety problem. This paper br...

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Vydáno v:2011 3rd International Conference on Computer Research and Development Ročník 4; s. 25 - 29
Hlavní autoři: Shan Du, Shehata, M, Badawy, W
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.03.2011
Témata:
Classification algorithms
color-based
Face
Face detection
Feature extraction
Haar-like features
hard hat detection
Image color analysis
motion detection
Skin
Video sequences
ISBN:1612848397, 9781612848396
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Shrnutí:Human's safety in construction areas is vital. A hard hat is required to enter a construction area. Stopping a person who is not wearing a hard hat entering a construction area is very important. Video-based surveillance to detect hard hat is a new solution to this safety problem. This paper brings different video processing techniques together to construct a framework for fast and robust hard hat detection in construction areas. The proposed system can detect face and hard hat in real time.
ISBN:1612848397
9781612848396
DOI:10.1109/ICCRD.2011.5763846