{"id":"https://openalex.org/W4410734363","doi":"https://doi.org/10.1145/3736769","title":"Detection of Moss Coverage and Growth Rate on Rock Surfaces Based on Semantic Segmentation","display_name":"Detection of Moss Coverage and Growth Rate on Rock Surfaces Based on Semantic Segmentation","publication_year":2025,"publication_date":"2025-05-26","ids":{"openalex":"https://openalex.org/W4410734363","doi":"https://doi.org/10.1145/3736769"},"language":"en","primary_location":{"id":"doi:10.1145/3736769","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3736769","pdf_url":null,"source":{"id":"https://openalex.org/S4210184050","display_name":"Journal on Computing and Cultural Heritage","issn_l":"1556-4673","issn":["1556-4673","1556-4711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Computing and Cultural Heritage","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104260020","display_name":"Qingyi Zhai","orcid":"https://orcid.org/0009-0002-9211-5958"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingyi Zhai","raw_affiliation_strings":["Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052710345","display_name":"Quanhua Xie","orcid":"https://orcid.org/0009-0003-2402-5421"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanhua Xie","raw_affiliation_strings":["Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110671171","display_name":"Hong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Wang","raw_affiliation_strings":["Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104244875","display_name":"Bo Wan","orcid":"https://orcid.org/0009-0002-9442-6282"},"institutions":[{"id":"https://openalex.org/I2801202614","display_name":"Swiss National Museum","ror":"https://ror.org/0187t3494","country_code":"CH","type":"archive","lineage":["https://openalex.org/I2801202614"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Bo Wan","raw_affiliation_strings":["Meishan Sansu Temple Museum, Meishan, China"],"affiliations":[{"raw_affiliation_string":"Meishan Sansu Temple Museum, Meishan, China","institution_ids":["https://openalex.org/I2801202614"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xuefeng He","orcid":"https://orcid.org/0000-0002-7624-2941"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuefeng He","raw_affiliation_strings":["Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing 400054, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing 400054, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101915364","display_name":"Xuefeng He","orcid":"https://orcid.org/0000-0002-7624-2941"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan He","raw_affiliation_strings":["Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101945669","display_name":"Yang Liu","orcid":"https://orcid.org/0009-0008-0993-9432"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","Meishan Sansu Temple Museum, Meishan City, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]},{"raw_affiliation_string":"Meishan Sansu Temple Museum, Meishan City, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101963024","display_name":"Yuan Zhou","orcid":"https://orcid.org/0009-0008-5367-6270"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zhou","raw_affiliation_strings":["Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yang Liu","orcid":"https://orcid.org/0009-0008-0993-9432"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","Meishan Sansu Temple Museum, Meishan City, China","Meishan Sansu Temple Museum, Meishan City 620010, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]},{"raw_affiliation_string":"Meishan Sansu Temple Museum, Meishan City, China","institution_ids":[]},{"raw_affiliation_string":"Meishan Sansu Temple Museum, Meishan City 620010, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Nianbing Zhong","orcid":"https://orcid.org/0000-0001-9442-3183"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nianbing Zhong","raw_affiliation_strings":["Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","Meishan Sansu Temple Museum, Meishan City 620010, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing Key Laboratory of Modern Photoelectric Detection Technology and Instruments, Chongqing Engineering Research Center of Intelligent Optical Fiber Sensing Technology, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]},{"raw_affiliation_string":"Meishan Sansu Temple Museum, Meishan City 620010, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5104260020"],"corresponding_institution_ids":["https://openalex.org/I50632499"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11648287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"3","first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11528","display_name":"Lichen and fungal ecology","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/moss","display_name":"Moss","score":0.7750722169876099},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7226626873016357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4782218635082245},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42224031686782837},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.348901629447937},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3392833471298218},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18458527326583862},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.12796908617019653}],"concepts":[{"id":"https://openalex.org/C2780888338","wikidata":"https://www.wikidata.org/wiki/Q25347","display_name":"Moss","level":2,"score":0.7750722169876099},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7226626873016357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4782218635082245},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42224031686782837},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.348901629447937},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3392833471298218},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18458527326583862},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.12796908617019653}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3736769","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3736769","pdf_url":null,"source":{"id":"https://openalex.org/S4210184050","display_name":"Journal on Computing and Cultural Heritage","issn_l":"1556-4673","issn":["1556-4673","1556-4711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Computing and Cultural Heritage","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W1963761116","https://openalex.org/W1974264932","https://openalex.org/W1987232440","https://openalex.org/W1998537130","https://openalex.org/W2086156053","https://openalex.org/W2194775991","https://openalex.org/W2412782625","https://openalex.org/W2560023338","https://openalex.org/W2741525102","https://openalex.org/W2747532907","https://openalex.org/W2964309882","https://openalex.org/W3014641072","https://openalex.org/W3094502228","https://openalex.org/W3138516171","https://openalex.org/W3160284783","https://openalex.org/W3161825146","https://openalex.org/W3177009303","https://openalex.org/W3177052299","https://openalex.org/W3206476077","https://openalex.org/W4283450732","https://openalex.org/W4287377265","https://openalex.org/W4300424419","https://openalex.org/W4307561369","https://openalex.org/W4318149001","https://openalex.org/W4322619937","https://openalex.org/W4323897048","https://openalex.org/W4385245566","https://openalex.org/W4385782704","https://openalex.org/W4387552332"],"related_works":["https://openalex.org/W4389743045","https://openalex.org/W4283657230","https://openalex.org/W2045610356","https://openalex.org/W4362736463","https://openalex.org/W2018986755","https://openalex.org/W2314469200","https://openalex.org/W1868339027","https://openalex.org/W2383819513","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Mosses":[0],"are":[1],"one":[2],"of":[3,25,33,39,51,58,98,123,158,180],"the":[4,31,46,56,68,88,95,99,124,133,142,163,177],"most":[5],"widespread":[6],"and":[7,22,48,72,90,132,146,160,166],"dominant":[8],"biological":[9,59],"diseases":[10,60],"that":[11],"damage":[12],"stone":[13,62,181],"cultural":[14,63,182],"relics.":[15,64,183],"This":[16],"has":[17],"resulted":[18],"in":[19],"discoloration,":[20],"cracking,":[21],"even":[23],"collapse":[24],"rocks,":[26],"which":[27],"have":[28],"severely":[29],"impacted":[30],"inheritance":[32],"outstanding":[34],"traditional":[35],"cultures.":[36],"The":[37,121,170],"basis":[38],"effective":[40],"preventive":[41,178],"conservation":[42,179],"is":[43],"to":[44,55,66,108],"determine":[45],"nondestructive":[47],"accurate":[49],"detection":[50],"key":[52],"parameters":[53],"related":[54],"development":[57],"on":[61,84,117,149,162],"Therefore,":[65],"detect":[67],"moss":[69,82,134,143,167],"coverage":[70,144],"rate":[71,145,148],"growth":[73,147],"rate,":[74],"we":[75],"constructed":[76],"a":[77,129],"semantic":[78],"segmentation":[79,83],"model":[80,125,138],"for":[81,176],"rock":[85,150],"surfaces.":[86],"Subsequently,":[87],"local":[89],"texture":[91],"information":[92],"extracted":[93],"by":[94],"shallow":[96],"structure":[97],"convolutional":[100],"neural":[101],"network":[102],"was":[103,115,126],"combined":[104],"with":[105],"Swin":[106],"Transformer":[107],"enhance":[109],"feature":[110],"diversity.":[111],"Next,":[112],"transfer":[113],"learning":[114],"performed":[116],"similar":[118],"large-scale":[119],"datasets.":[120],"effectiveness":[122],"validated":[127],"using":[128],"public":[130],"dataset":[131,165],"dataset.":[135],"Our":[136],"proposed":[137],"can":[139],"accurately":[140],"identify":[141],"surfaces,":[151],"achieving":[152],"an":[153],"average":[154],"intersection":[155],"over":[156],"union":[157],"53.05":[159],"94.79%":[161],"LoveDA":[164],"dataset,":[168],"respectively.":[169],"research":[171],"results":[172],"provide":[173],"important":[174],"support":[175]},"counts_by_year":[],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}