{"id":"https://openalex.org/W4408354260","doi":"https://doi.org/10.1109/icassp49660.2025.10888187","title":"UMSSS: A Visual Scene Semantic Segmentation Dataset for Underground Mines","display_name":"UMSSS: A Visual Scene Semantic Segmentation Dataset for Underground Mines","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408354260","doi":"https://doi.org/10.1109/icassp49660.2025.10888187"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100691856","display_name":"Jiawen Wang","orcid":"https://orcid.org/0000-0001-9813-651X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawen Wang","raw_affiliation_strings":["China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103034424","display_name":"Chenfei Liao","orcid":"https://orcid.org/0009-0005-6952-1300"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenfei Liao","raw_affiliation_strings":["China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101206245","display_name":"Zhongqi Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongqi Zhao","raw_affiliation_strings":["China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076322542","display_name":"Lianghui Li","orcid":"https://orcid.org/0009-0000-5149-7780"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianghui Li","raw_affiliation_strings":["China University of Mining and Technology-Beijing,School of Energy and Mining Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology-Beijing,School of Energy and Mining Engineering,Beijing,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056924241","display_name":"Xuan Gao","orcid":"https://orcid.org/0000-0003-0448-2206"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Gao","raw_affiliation_strings":["China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065640307","display_name":"Suna Pan","orcid":"https://orcid.org/0000-0002-9516-693X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suna Pan","raw_affiliation_strings":["China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fangzhen Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangzhen Shi","raw_affiliation_strings":["China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100629975","display_name":"Yudong Wang","orcid":"https://orcid.org/0000-0003-2421-7960"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yudong Wang","raw_affiliation_strings":["China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059744695","display_name":"Weijie Zhou","orcid":"https://orcid.org/0000-0002-6622-0140"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijie Zhou","raw_affiliation_strings":["China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108025319","display_name":"Kehu Yang","orcid":"https://orcid.org/0000-0001-9163-2713"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kehu Yang","raw_affiliation_strings":["China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology-Beijing,School of Artificial Intelligence,Beijing,China","institution_ids":["https://openalex.org/I25757504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":null,"apc_paid":null,"fwci":2.8273,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89045871,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9452000260353088,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7743074893951416},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6097093820571899},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5918303728103638},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47471630573272705},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.45963841676712036},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.44178518652915955}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7743074893951416},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6097093820571899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5918303728103638},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47471630573272705},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.45963841676712036},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.44178518652915955}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2154458843","https://openalex.org/W2171943915","https://openalex.org/W2340897893","https://openalex.org/W2560023338","https://openalex.org/W2781228439","https://openalex.org/W2787091153","https://openalex.org/W2886934227","https://openalex.org/W2894903065","https://openalex.org/W2901870313","https://openalex.org/W2962943321","https://openalex.org/W2963881378","https://openalex.org/W2963944506","https://openalex.org/W3107327043","https://openalex.org/W3169865585","https://openalex.org/W3175205795","https://openalex.org/W3196904463","https://openalex.org/W4225957995","https://openalex.org/W4288071427","https://openalex.org/W4312632985","https://openalex.org/W4312688875","https://openalex.org/W4321780061","https://openalex.org/W4367042946","https://openalex.org/W4382280593","https://openalex.org/W4382403187","https://openalex.org/W4385249501","https://openalex.org/W4390872037","https://openalex.org/W6797399245","https://openalex.org/W6846053352"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Specialized":[0],"datasets":[1,22,33],"designed":[2],"for":[3,10,34,112],"mining":[4],"scenarios":[5,119],"are":[6],"the":[7,11,20,41,62,83,106,129,132,144],"essential":[8],"foundation":[9],"development,":[12],"operation,":[13],"and":[14,76,85,120],"research":[15],"of":[16,31,43,87,131,139],"intelligent":[17,44],"mines.":[18,36,48],"Currently,":[19],"available":[21],"focus":[23],"primarily":[24],"on":[25,58,143],"open-pit":[26],"mines,":[27,60,114],"with":[28],"a":[29,52,136],"lack":[30],"specialized":[32],"underground":[35,47,59,63,113,122],"This":[37,49],"gap":[38],"severely":[39],"hinders":[40],"application":[42],"solutions":[45],"in":[46,98],"paper":[50],"proposes":[51],"challenging":[53],"semantic":[54,66,109],"segmentation":[55,67,110],"dataset":[56,104,111],"focusing":[57],"named":[61],"mine":[64,88],"scenes":[65],"(UMSSS)":[68],"dataset,":[69,134],"which":[70],"contains":[71],"4200":[72],"high-quality":[73],"annotated":[74,78],"images":[75],"18":[77],"categories.":[79],"To":[80],"accurately":[81],"capture":[82],"diversity":[84],"complexity":[86],"environments,":[89],"we":[90],"collect":[91],"data":[92],"from":[93],"over":[94],"ten":[95],"mines":[96],"located":[97],"various":[99,140],"geographical":[100],"regions.":[101],"The":[102,124],"UMSSS":[103,133,145],"is":[105],"first":[107],"open-source":[108],"widely":[115],"covering":[116],"varying":[117],"lighting":[118],"diverse":[121],"objects.":[123],"comparative":[125],"experiments":[126],"extensively":[127],"explore":[128],"characteristics":[130],"providing":[135],"detailed":[137],"evaluation":[138],"state-of-the-art":[141],"algorithms":[142],"dataset.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}