A method for detecting miners based on helmets detection in underground coal mine videos

Zhu, 2003, Technique feasibility of infrared detecting and counting system for miners, J China Univ Mining Technol, 32, 165 Sun, 2008, Face detection in the low-luminous-density and low-resolution images within limited room, J China Univ Mining Technol, 37, 373 Li HS, Li D. Some advances in human motion analysis. PR AI 2009;22(1):70–8 [In Chinese]. Chen Y, Wu Q, He XJ, Jia WJ, Hintz T. A modified Mahalanobis distance for human detection in out-doors environments. In: Proceedings of the first IEEE international conference on Ubi-media computing and workshops, Lan Zhou, China; 2008. p. 243–8. Thanh DN, Ogunbona P, Li WQ. Human detection based on weighted template matching. In: Proceedings of ICME 2009: Tempe Arizona, USA; 2009. p. 634–7. Gavrila, 2007, A Bayesian, exemplar-based approach to hierarchical shape matching, IEEE Trans Pattern Anal Mach Intell, 29, 1408, 10.1109/TPAMI.2007.1062 Gavrila DM, Philomin V. Real-time object detection for smart vehicles. In: Proceedings of international conference on computer vision, Las Palmas, Gran Canaria, Spain; 1999. p. 87–93. Wael Abd-Almageed, Larry Davis. Human detection using iterative feature selection and logistic principal component analysis. In: Proceedings 2008 IEEE international conference on robotics and automation, Pasadena, CA, USA; 2008. p. 1691–7. Li CM, Li YS, Wang S, Zhang XQ. Moving human body detection in video sequences. In: Proceedings of the sixth international conference on machine learning and cybernetics, Hong Kong; 2007. p. 2188–92. Yohei Ishii, Hitoshi Hongo, Kazuhiko Yamamoto, Yoshinori Niwa. Face and head detection for a real-time surveillance system. In: Proceedings of the 17th international conference on pattern recognition, Cambridge, UK; 2004. p. 298–301. Chen X, Patrick J. Flynn, Kevin W. Bowyer. IR and visible light face recognition. Comput Vision Image Understanding 2005;99(3):332–58. Hosub Yoon, Dohyung Kim, Suyoung Chi, Youngjo Cho. A robust human head detection method for human tracking. In: Proceedings of 2006 IEEE/RSJ international conference on intelligent robots and systems, Beijing, China; 2006. p. 4558–63. Lu HC, Zhang JX, Zhang MX. Head detecting and tracking based on Hough transform. J Syst Simulat 2008;20(8):2127–32 [In Chinese]. Zhang Z, Gunes H, Piccardi M. An accurate algorithm for head detection based on XYZ and HSV hair and skin color models. In: Proceedings of the 15th IEEE international conference on image processing, San Diego, CA; 2008. p. 1644–47. Kah-Kay Sung, Tomaso Poggio. Example-based learning for view-based human face detection. IEEE Trans Pattern Anal Mach Intell 1998;20(1):39–51.