{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T18:13:36Z","timestamp":1770142416245,"version":"3.49.0"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2022YFC2905700"],"award-info":[{"award-number":["2022YFC2905700"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Fundamental Research Program of Shanxi Province","award":["202203021221106"],"award-info":[{"award-number":["202203021221106"]}]},{"name":"Shanxi Science and Technology Achievement Transformation Guidance Special Project","award":["202104021301061"],"award-info":[{"award-number":["202104021301061"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3300243","type":"journal-article","created":{"date-parts":[[2023,7,31]],"date-time":"2023-07-31T17:35:18Z","timestamp":1690824918000},"page":"80794-80805","source":"Crossref","is-referenced-by-count":18,"title":["Coal-Rock Image Recognition Method for Complex and Harsh Environment in Coal Mine Using Deep Learning Models"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1972-0943","authenticated-orcid":false,"given":"Sun","family":"Chuanmeng","sequence":"first","affiliation":[{"name":"State Key Laboratory of Dynamic Measurement Technology, North University of China, Taiyuan, China"}]},{"given":"Li","family":"Xinyu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Dynamic Measurement Technology, North University of China, Taiyuan, China"}]},{"given":"Chen","family":"Jiaxin","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Dynamic Measurement Technology, North University of China, Taiyuan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2195-2292","authenticated-orcid":false,"given":"Wu","family":"Zhibo","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Dynamic Measurement Technology, North University of China, Taiyuan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2860-2313","authenticated-orcid":false,"given":"Li","family":"Yong","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Coal Mine Disaster Dynamics and Control, Chongqing University, Chongqing, China"}]}],"member":"263","reference":[{"key":"ref13","first-page":"151","article-title":"Coal rock recognition based on convolutional neural network","volume":"38","author":"zhang","year":"2018","journal-title":"J Suihua Univ"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1117\/12.2656592"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmst.2017.11.003"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/2189\/1\/012023"},{"key":"ref15","first-page":"94","article-title":"Application of YOLOv2 in intelligent recognition and location of coal and rock","volume":"2","author":"zhang","year":"2020","journal-title":"Journal of Mining and Strata Control Engineering"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.commatsci.2019.109488"},{"key":"ref14","first-page":"4","article-title":"Recognition of coal rock and positioning measurement of coal seam based on faster R-CNN","volume":"47","author":"hua","year":"2019","journal-title":"Mining & Processing Equipment"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"9080","DOI":"10.3390\/s22239080","article-title":"Influence of insufficient dataset augmentation on IoU and detection threshold in CNN training for object detection on aerial images","volume":"22","author":"bo?ko","year":"2022","journal-title":"SENSORS"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2699184"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref11","first-page":"19","author":"sun","year":"2018","journal-title":"Study on Digital Image Processing and Mesoscopic Damage Constitutive Model of Coal"},{"key":"ref33","first-page":"1","article-title":"SegNet: A deep convolutional encoder-decoder architecture for robust semantic pixel-wise labelling","volume":"abs 1505 7293","author":"vijay","year":"2015","journal-title":"ArXiv"},{"key":"ref10","first-page":"331","article-title":"Investigation on meso-structure of coal and rock based on the modified LBF model","volume":"40","author":"sun","year":"2015","journal-title":"JOURNAL OF CHINA COAL SOCIETY"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.660"},{"key":"ref2","first-page":"686","article-title":"Analysis of coal&#x2014;Rock&#x2019;s cutting characteristics and flash temperature of peak based on infrared thermal image testing","volume":"29","author":"zhang","year":"2016","journal-title":"Chin J Sens Actuators"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1002\/jccs.199700052","article-title":"Coal mine intellectualization: The core technology of high quality development","volume":"44","author":"wang","year":"2019","journal-title":"JOURNAL OF CHINA COAL SOCIETY"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/2616510"},{"key":"ref39","first-page":"562","article-title":"Deeply-supervised nets","author":"lee","year":"2014","journal-title":"Proc 18th Int Conf Artif Intell Statist"},{"key":"ref16","first-page":"578","article-title":"Coal and rock identification method of fully mechanized mining face based on improved U-Net network model","volume":"46","author":"si","year":"2021","journal-title":"JOURNAL OF CHINA COAL SOCIETY"},{"key":"ref38","first-page":"1","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"Comput Sci"},{"key":"ref19","first-page":"3066","article-title":"Sample generation method of coal and rock image based on GAN network","volume":"46","author":"wang","year":"2021","journal-title":"JOURNAL OF CHINA COAL SOCIETY"},{"key":"ref18","first-page":"42","article-title":"Research on coal rock identification method of fully mechanized mining face based on deep learning","author":"xiong","year":"2020","journal-title":"J China Univ Mining Technol"},{"key":"ref24","first-page":"81","article-title":"Coal rock interface recognition method based on improved YOLOv3 and cubic spline interpolation","volume":"4","author":"sun","year":"2022","journal-title":"Journal of Mining and Strata Control Engineering"},{"key":"ref23","first-page":"1","article-title":"Evaluation of extra pixel interpolation with mask processing for medical image segmentation with deep learning","volume":"abs 2302 11522","author":"rukundo","year":"2023","journal-title":"ArXiv"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053405"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1002\/dug2.12023"},{"key":"ref20","first-page":"202","article-title":"Technology and implementation of coal gangue recognition based on deep learning","volume":"49","author":"gao","year":"2021","journal-title":"Journal of Coal science and Technology"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12040985"},{"key":"ref21","first-page":"4088","article-title":"Coal-rock image recognition method for mining and heading face based on spatial pyramid pooling structure","volume":"46","author":"gao","year":"2021","journal-title":"JOURNAL OF CHINA COAL SOCIETY"},{"key":"ref28","first-page":"234","article-title":"U-Net: Convolutional networks for biomedical image segmentation","volume":"9351","author":"ronneberger","year":"2015","journal-title":"Proc MICCAI"},{"key":"ref27","author":"qiu","year":"2020","journal-title":"Neural Networks and Deep Learning"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2913372"},{"key":"ref8","first-page":"1847","article-title":"An approach to coal-rock recognition via statistical modeling in dual-tree complex wavelet domain","volume":"41","author":"sun","year":"2016","journal-title":"JOURNAL OF CHINA COAL SOCIETY"},{"key":"ref7","first-page":"3338","article-title":"Coal-rock recognition approach based on CLBP and support vector guided dictionary learning","volume":"42","author":"sun","year":"2017","journal-title":"JOURNAL OF CHINA COAL SOCIETY"},{"key":"ref9","first-page":"3074","article-title":"Image processing and its applications of meso-crack of coal based on modified C-V model","volume":"34","author":"cao","year":"2015","journal-title":"Chinese Journal of Rock Mechanics and Engineering"},{"key":"ref4","first-page":"3190","article-title":"Method of coal-rock image feature extraction and recognition based on dictionary learning","volume":"41","author":"wu","year":"2016","journal-title":"JOURNAL OF CHINA COAL SOCIETY"},{"key":"ref3","first-page":"246","article-title":"Research on coal-rock interface recognition and location measurement","volume":"53","author":"liu","year":"2017","journal-title":"J Comput Eng Appl"},{"key":"ref6","first-page":"353","article-title":"Coal-rock interface detection using cluster prominence based on gray level co-occurrence matrices","volume":"4","author":"sun","year":"2012","journal-title":"Adv Inf Sci Serv Sci"},{"key":"ref5","first-page":"508","article-title":"Coal-rock image feature extraction and recognition based on support vector machine","volume":"38","author":"sun","year":"2013","journal-title":"JOURNAL OF CHINA COAL SOCIETY"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10197425.pdf?arnumber=10197425","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,28]],"date-time":"2023-08-28T18:10:02Z","timestamp":1693246202000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10197425\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3300243","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}