[HTML][HTML] Mining security assessment in an underground environment using a novel face recognition method with improved multiscale neural network

X Liu, P Qi, P Siarry, D Hua, Z Ma, X Guo… - Alexandria Engineering …, 2023 - Elsevier
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 …

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 …

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 …

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 …

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 …

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 …

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 …

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 …

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 …

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 …