Results 1 to 10 of about 475 (132)

PCViT: A Pre-Convolutional ViT Coal Gangue Identification Method

open access: yesEnergies, 2022
For the study of coal and gangue identification using near-infrared reflection spectroscopy, samples of anthracite coal and gangue with similar appearances were collected, and different dust concentrations (200 ug/m3, 500 ug/m3 and 800 ug/m3), detection ...
Jianjian Yang   +4 more
doaj   +3 more sources

Multispectral Imaging: A New Solution for Identification of Coal and Gangue

open access: yesIEEE Access, 2019
Accurate identification of coal and gangue is an important prerequisite for the effective separation of coal and gangue. The application of imaging technology combined with image processing steps (like enhancement, feature extraction, etc.) and ...
Feng Hu   +4 more
doaj   +3 more sources

Coal gangue recognition based on spectral imaging combined with XGBoost.

open access: yesPLoS ONE, 2023
The identification of coal gangue is of great significance for its intelligent separation. To overcome the interference of visible light, we propose coal gangue recognition based on multispectral imaging and Extreme Gradient Boosting (XGBoost).
Minghao Zhou, Wenhao Lai
doaj   +2 more sources

Recognition method of coal and gangue based on multispectral spectral characteristics combined with one-dimensional convolutional neural network

open access: yesFrontiers in Earth Science, 2022
Accurate identification of coal and gangue is very important for realizing efficient separation of coal and gangue and clean utilization of coal. Therefore, a method for identifying coal and gangue by using multispectral spectral information and a ...
Feng Hu   +5 more
doaj   +1 more source

Research on key technologies of intelligent gangue sorting robot

open access: yesGong-kuang zidonghua, 2022
This paper introduces the application and research status of the intelligent gangue sorting robot. This paper points out that the intelligent gangue sorting robot is mainly based on the principle of X-ray and image identification.
ZHANG Yuanhao   +5 more
doaj   +1 more source

Experimental study on microwave propagation characteristics of different coal-gangue mixtures

open access: yesMeitan kexue jishu, 2023
The problem of coal-gangue identification is one of the technical problems that have not been effectively solved for a long time in the coal industry. By analyzing the characteristics and limitations of existing coal-gangue identification methods, the ...
Lei SI   +5 more
doaj   +1 more source

A coal-gangue optimization identification method

open access: yesGong-kuang zidonghua, 2020
Aiming at problem that target detection of coal-gangue image is not accurate due to wear of conveyor belt, which affects identification accuracy of coal-gangue, a coal-gangue optimization identification method is proposed.
ZHAO Minghui
doaj   +1 more source

Research on method of acquiring high quality coal gangue images under multi-factor illumination condition

open access: yesMeitan kexue jishu, 2023
Aiming at the problem of poor imaging quality of coal and gangue surface features and low identification rate of coal and gangue caused by insufficient illumination conditions in the process of online coal separation,a new high-quality coal gangue image ...
CAO Xiangang   +5 more
doaj   +1 more source

Image feature extraction and recognition model construction of coal and gangue based on image processing technology

open access: yesScientific Reports, 2022
Using image recognition technology to realize coal gangue recognition is one of the development directions of intelligent fully mechanized caving mining.
Lei Zhang   +4 more
doaj   +1 more source

Coal and gangue identification method based on EMD feature extraction and random forest

open access: yesGong-kuang zidonghua, 2021
Identification based on vibration signals is an effective method to realize coal and gangue identification in fully mechanized mining. The existing method needs to be further studied in terms of identification accuracy and effectiveness.
DOU Xijie   +5 more
doaj   +1 more source

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