Image Analysis and Recognition in Coal and Gangue Identification

Latest research

1. Analysis of mid-infrared spectral characteristics and recognition models of coal with different particle sizes

   • Mingliu Zhu
   • Yuxin Ren
   • En Wang

   in Scientific Reports

   Article Open access 03 August 2026

2. Advances in Online Coal Ash Analysis: A Comprehensive Review of Detection Technologies and Future Intelligent Trends

   • Xiaosong Bai
   • Silong Zhou
   • Hongxiang Xu

   in Mining, Metallurgy & Exploration

   Article 04 May 2026

   

3. Enhancing gangue recognition in coal mines: a lightweight network with multi-path attention

   • Zheng Wang
   • Le Peng
   • Yujiang Liu

   in The Visual Computer

   Article 18 March 2026

   

4. Semi-supervised Learning-Based Coal and Gangue Acoustic Signal Recognition

   • Liu Xinyi

   in Intelligent Networked Things

   Conference paper 2026

   

5. Enhanced YOLO architecture for real-time coal gangue detection with lightweight design

   • Wen Li
   • Yan Hong
   • Shiqiang Bao

   in Signal, Image and Video Processing

   Article 22 September 2025

   

6. An attentional fusion-based method for coal-gangue recognition in noisy environment of generalised workface

   • Qingjun Song
   • Shirong Sun
   • Lina Lu

   in The Journal of Supercomputing

   Article 11 July 2025

   

7. Coal mine underground target search based on markov transition field and hill diversity

   • Jiaojuan Wang
   • Hailong Yao
   • Xuefeng Zhu

   in Signal, Image and Video Processing

   Article 11 June 2025

   

8. A novel deep learning model based on YOLOv5 optimal method for coal gangue image recognition

   • Tongkai Gu
   • Haiyan Zhao
   • Wei Liu

   in Scientific Reports

   Article Open access 28 May 2025

   

9. Mixed image detection method of belt coal blockage and leakage based on improved RetinaNet mode

   • Qingjun Fu
   • Xiang Liu
   • Zhibin Guo

   in Discover Applied Sciences

   Article Open access 22 May 2025

   

10. Multispectral imaging and enhanced YOLOv10n for efficient coal gangue detection in complex mining environments

    • Pengcheng Yan
    • Hao Sun
    • Zhiqi Wu

    in Journal of Real-Time Image Processing

    Article 16 May 2025

    

11. Comparison and Improvement Analysis of Coal Damage Feature Image Recognition Methods Under Loading Conditions

    • Xiangchun Li
    • Mingtao Wang
    • Jiang Zhu

    in Pure and Applied Geophysics

    Article 12 April 2025

    

12. A deep learning method based on multi-scale fusion for noise-resistant coal-gangue recognition

    • Qingjun Song
    • Shirong Sun
    • Haiyan Jiang

    in Scientific Reports

    Article Open access 02 January 2025

    

13. A new classification algorithm for low concentration slurry based on machine vision

    • Chuanzhen Wang
    • Xinyi Wang
    • Jintao Lv

    in Scientific Reports

    Article Open access 30 December 2024

    

14. Integration of Lightweight Network and Attention Mechanism for the Coal and Gangue Recognition Method

    • Lei Zhang
    • Zhipeng Sun
    • Weixun Yi

    in Mining, Metallurgy & Exploration

    Article 27 December 2024

    

15. A multi modal fusion coal gangue recognition method based on IBWO-CNN-LSTM

    • Wenchao Hao
    • Haiyan Jiang
    • Shirong Sun

    in Scientific Reports

    Article Open access 05 December 2024

    

16. Research on efficient matching method of coal gangue recognition image and sorting image

    • Zhang Ye
    • Ma Hongwei
    • Zhang Mingzhen

    in Scientific Reports

    Article Open access 26 October 2024

    

17. Research on coal-rock boundary identification based on the morphological sobel algorithm

    • Guohui Chen
    • Yilai Wang
    • Wenhua Yang

    in Scientific Reports

    Article Open access 15 October 2024

    

18. Design of coal mine drilling detection model combining improved YOLOv5 and Gaussian filtering

    • Qiyong Feng
    • Yanping Xue

    in Energy Informatics

    Article Open access 30 September 2024

    

19. ALL: KI bahnt einen Weg durch den Datendschungel

    • Lamia Özgör

    in InFo Hämatologie + Onkologie

    Article 12 September 2024

20. Design and application of coal gangue sorting system based on deep learning

    • Kun Zhang
    • Zhen Wang
    • Zhuang Yin

    in Scientific Reports

    Article Open access 17 July 2024