[HTML][HTML] Mining security assessment in an underground environment using a novel face recognition method with improved multiscale neural network
Overstaffing production in underground coal mining is not convenient for daily management,
and incomplete information of coal miners hinders the rescue process of firefighters during …
and incomplete information of coal miners hinders the rescue process of firefighters during …
Coal-rock recognition method of fully-mechanized coal mining face based on improved U-net network model
L Si, Z Wang, X Xiong, C Tan - Journal of China Coal Society, 2021 - mtxb.com.cn
Coal-rock identification is the core technology to realize an intelligent coal mining, which has
become a technical problem in the field of coal mining. In view of the low accuracy of coal …
become a technical problem in the field of coal mining. In view of the low accuracy of coal …
Coal and gangue recognition technology and implementation based on deep learning
Y GAO, B ZHANG, L LANG - Coal Science and Technology, 2021 - mtkxjs.com.cn
Aiming at the problems of low speed, low efficiency, fluctuating accuracy and difficulty in
practical application of traditional coal gangue identification methods based on image …
practical application of traditional coal gangue identification methods based on image …
Coal-Rock Image Recognition Method for Complex and Harsh Environment in Coal Mine Using Deep Learning Models
S Chuanmeng, L Xinyu, C Jiaxin, W Zhibo… - IEEE Access, 2023 - ieeexplore.ieee.org
The unfavorable factors of underground coal such as dark light, uneven illumination, band
shadowing greatly make it difficult to recognize the coal rock at the mining workface …
shadowing greatly make it difficult to recognize the coal rock at the mining workface …
Research on coal gangue classification recognition method based on the combination of CNN and SVM
G Ruxin, D Yabo, W Tengfei - Journal of Real-Time Image Processing, 2023 - Springer
For the traditional machine learning methods rely on manual experience and deep learning
classification model depth and complex structure, resulting in poor gangue classification …
classification model depth and complex structure, resulting in poor gangue classification …
Pig face recognition based on metric learning by combining a residual network and attention mechanism
R Wang, R Gao, Q Li, J Dong - Agriculture, 2023 - mdpi.com
As machine vision technology has advanced, pig face recognition has gained wide attention
as an individual pig identification method. This study establishes an improved ResNAM …
as an individual pig identification method. This study establishes an improved ResNAM …
Identification and application of unsafe behaviors of subway construction workers based on deep learning
FAN Bingqian, D Bingyu, W Biao, LI Ming… - China Safety Science …, 2023 - cssjj.com.cn
In order to effectively identify unsafe behaviors of subway construction workers, an unsafe
behavior recognition method combining behavior and identity recognition was proposed …
behavior recognition method combining behavior and identity recognition was proposed …
Multi-scale feature fusion for coal-rock recognition based on completed local binary pattern and convolution neural network
X Liu, W Jing, M Zhou, Y Li - Entropy, 2019 - mdpi.com
Automatic coal-rock recognition is one of the critical technologies for intelligent coal mining
and processing. Most existing coal-rock recognition methods have some defects, such as …
and processing. Most existing coal-rock recognition methods have some defects, such as …
Research on coal and gangue recognition method based on TW-RN optimized CNN
GUO Yongcun, W Xi, HE Lei… - Coal Science and …, 2022 - mtkxjs.com.cn
In view of the problem that it is difficult to construct a deep learning model with small sample
data and the low recognition rate of multi-scale morphology and color coal gangue under …
data and the low recognition rate of multi-scale morphology and color coal gangue under …
Pig face recognition model based on a cascaded network
R Wang, ZF Shi, Q Li, R Gao, C Zhao… - Applied Engineering in …, 2021 - elibrary.asabe.org
Highlights A pig face recognition model that cascades the pig face detection network and pig
face recognition network is proposed. The pig face detection network can automatically …
face recognition network is proposed. The pig face detection network can automatically …