Li Liu
Hunan University
35 Papers
84 Citations
Li Liu is an academic researcher from Hunan University. The author has contributed to research in topics: Computer science & Mobile robot. The author has an hindex of 5, co-authored 29 publications.
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Papers
DM-RIS: Deep Multimodel Rail Inspection System With Improved MRF-GMM and CNN
TL;DR: A deep multimodel RIS (DM-RIS) is established for surface defect where fast and robust spatially constrained Gaussian mixture model is presented for segmentation proposal and Faster RCNN is utilized for objective location in a parallel structure.
88
Deep Multimodel Cascade Method Based on CNN and Random Forest for Pharmaceutical Particle Detection
Hui Zhang,Miao Zhao,Li Liu,Hang Zhong,Zhicong Liang,Yimin Yang,Xianen Zhou,Q. M. Jonathan Wu,Yaonan Wang +8 more
TL;DR: Experimental results demonstrate that the proposed multitask stepwise method improves the accuracy of foreign particles detection and reduces the rate of omission in the case of strong noise, which proves the effectiveness of this method.
39
Patent
Rail surface defect detection method based on depth learning network
Hui Zhang,Song Yanan,Li Liu,Hang Zhong,Zhicong Liang +4 more
- 21 Dec 2018
TL;DR: Wang et al. as mentioned in this paper presented a rail surface defect detection method based on the depth learning network, aiming at solving various problems existing in the prior-rail detection methods. But the method is limited to the detection and identification of rail surface defects.
24
Detection and identification method of medical label barcode based on deep learning
Hui Zhang,Guoliang Shi,Li Liu,Miao Zhao,Zhicong Liang +4 more
- 01 Nov 2018
TL;DR: The deep learning theory is used to solve the problem of barcode detection under the above situation, and on this basis, theproblem of correcting linear distortion Data Matrix code is solved, and the key technology of bar code recognition under complex situation is broken through.
18
Research on intelligent robot systems for emergency prevention and control of major pandemics
Hui Zhang,Yaonan Wang,Yi Junfei,Hang Zhong,Li Liu,Zhiqiang Miao,Yiming Jiang +6 more
- 15 Jul 2020
TL;DR: A technical prospect of intelligent robot systems for emergency prevention and control of major pandemics is put forward based on the problems of insufficient supply of materials and heavy disinfection tasks during the prevention and Control of major outbreaks.