Jia Heming
Harbin Engineering University
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Publication
Featured researches published by Jia Heming.
international conference on automation and logistics | 2011
Guo Jing; Song Wenlong; Jia Heming
In order to realize the contour extraction and edge detection of the images of the roots of slope protection plant, a hybrid algorithm which combined with genetic algorithm and back-propagation algorithm is presented to train a feed-forward artificial neural network (BPN). The built characteristics vectors to describe the edge are used as input signal of a three-layer feed-forward neural network. The built edge characteristics vectors are robust against noise and the genuine information of edge can be extracted effectively in the process of network training. The experimental results illustrate that the designed neural network achieves excellent performance. It is noise robust and accurate in true edge positioning. The contour extracted by this method is closer to the practical contour, therefore it is more beneficial to the monitoring of root morphology of vegetation for slope protection research. And a dynamic parameter of plant roots morphology is proposed as the application of roots edge detection.
Archive | 2014
Wang Hongjian; Chen Ziyin; Li Juan; Wang Linlin; Li Cun; Jia Heming
International Journal on Advances in Information Sciences and Service Sciences | 2012
Jia Heming; Song Wenlong; Chen Ziyin
International Journal on Advances in Information Sciences and Service Sciences | 2012
Jia Heming; Song Wenlong; Chen Ziyin
International Journal on Advances in Information Sciences and Service Sciences | 2013
Guo Yunlong; Jia Heming; Liu Qingchen; Lin Shanying; Sun Ensi
International Journal of Digital Content Technology and Its Applications | 2013
Sun feng; He dongxu; Jia Heming; Che Yanting; Mu Hongwei
Archive | 2017
Jia Heming; Zhu Chuanxu; Song Wenlong; Li Zhongpeng; Yang Zewen; Li Yuan
IEEE Conference Proceedings | 2016
Chen Ziyin; Lin Zhe; Yue Chunyu; Yu Fei; Jia Heming
IEEE Conference Proceedings | 2016
Chen Ziyin; Lin Zhe; Kang Jianbing; Yue Chunyu; Jia Heming
International Journal on Advances in Information Sciences and Service Sciences | 2013
Liu Shaogang; Guo Yunlong; Zhao Dan; Jia Heming; Yu Zhan