{"id":"https://openalex.org/W4298034103","doi":"https://doi.org/10.1145/3549179.3549187","title":"Weakly Supervised Road Garbage Quantification System Based on WCCA","display_name":"Weakly Supervised Road Garbage Quantification System Based on WCCA","publication_year":2022,"publication_date":"2022-07-29","ids":{"openalex":"https://openalex.org/W4298034103","doi":"https://doi.org/10.1145/3549179.3549187"},"language":"en","primary_location":{"id":"doi:10.1145/3549179.3549187","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3549179.3549187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 4th International Conference on Pattern Recognition and Intelligent Systems","raw_type":"proceedings-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/A5014714433","display_name":"Rongbo Fan","orcid":"https://orcid.org/0000-0003-3284-9685"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"RONGBO FAN","raw_affiliation_strings":["the School of Automation, Northwestern Polytechnical University, China"],"affiliations":[{"raw_affiliation_string":"the School of Automation, Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057667048","display_name":"XIAOBO FAN","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"XIAOBO FAN","raw_affiliation_strings":["Special Vehicle Research Institute, Yueda Special Vehicle Co. LTD., China"],"affiliations":[{"raw_affiliation_string":"Special Vehicle Research Institute, Yueda Special Vehicle Co. LTD., China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041026351","display_name":"HONGLIANG SUN","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"HONGLIANG SUN","raw_affiliation_strings":["Special Vehicle Research Institute, Yueda Special Vehicle Co. LTD., China"],"affiliations":[{"raw_affiliation_string":"Special Vehicle Research Institute, Yueda Special Vehicle Co. LTD., China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041206941","display_name":"JUN CHEN","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"JUN CHEN","raw_affiliation_strings":["Special Vehicle Research Institute, Yueda Special Vehicle Co. LTD., China"],"affiliations":[{"raw_affiliation_string":"Special Vehicle Research Institute, Yueda Special Vehicle Co. LTD., China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088671813","display_name":"Jianhua Yang","orcid":"https://orcid.org/0000-0003-2745-8524"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"JIANHUA YANG","raw_affiliation_strings":["the School of Automation, Northwestern Polytechnical University, China"],"affiliations":[{"raw_affiliation_string":"the School of Automation, Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014714433"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09040422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"42","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9990000128746033,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9990000128746033,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/garbage","display_name":"Garbage","score":0.7918182611465454},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6961449384689331},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6334011554718018},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5370594263076782},{"id":"https://openalex.org/keywords/garbage-collection","display_name":"Garbage collection","score":0.5116827487945557},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5048189759254456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44167324900627136},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.41574180126190186},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33787721395492554},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32223454117774963}],"concepts":[{"id":"https://openalex.org/C75403996","wikidata":"https://www.wikidata.org/wiki/Q5521979","display_name":"Garbage","level":2,"score":0.7918182611465454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6961449384689331},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6334011554718018},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5370594263076782},{"id":"https://openalex.org/C105122174","wikidata":"https://www.wikidata.org/wiki/Q322202","display_name":"Garbage collection","level":3,"score":0.5116827487945557},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5048189759254456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44167324900627136},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.41574180126190186},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33787721395492554},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32223454117774963},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3549179.3549187","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3549179.3549187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 4th International Conference on Pattern Recognition and Intelligent Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.6000000238418579,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1927251054","https://openalex.org/W2295107390","https://openalex.org/W2324908048","https://openalex.org/W2337429362","https://openalex.org/W2552414813","https://openalex.org/W2962858109","https://openalex.org/W2962867364","https://openalex.org/W2963091558","https://openalex.org/W2963163009","https://openalex.org/W2972008968","https://openalex.org/W2981689412","https://openalex.org/W3034930876","https://openalex.org/W3040304705","https://openalex.org/W3100898002","https://openalex.org/W3190822327","https://openalex.org/W4255421341","https://openalex.org/W4301045096"],"related_works":["https://openalex.org/W2132258996","https://openalex.org/W2245694847","https://openalex.org/W4381304378","https://openalex.org/W2188602196","https://openalex.org/W3174776489","https://openalex.org/W1700460898","https://openalex.org/W4387773637","https://openalex.org/W4297378365","https://openalex.org/W2808342711","https://openalex.org/W2034669405"],"abstract_inverted_index":{"Mechanized":[0],"road":[1,49,81,88,103],"sweeping":[2],"vehicles":[3],"are":[4,127],"an":[5],"indispensable":[6],"part":[7],"of":[8,23,41,80,102,113,133],"urban":[9],"infrastructure.":[10],"However,":[11],"while":[12],"improving":[13],"work":[14],"efficiency,":[15],"the":[16,58,67,87,93,100,110,114,117,131,134],"high":[17],"energy":[18],"consumption":[19],"and":[20,84],"noise":[21],"pollution":[22],"their":[24],"high-power":[25],"dust":[26,42],"collectors":[27],"have":[28],"become":[29],"new":[30],"problems":[31],"that":[32],"need":[33],"to":[34,74,116,129],"be":[35],"solved.":[36],"To":[37],"achieve":[38,75],"adoptive":[39],"control":[40,53],"collection":[43],"power,":[44],"we":[45],"propose":[46],"a":[47],"vision-based":[48],"sweeper":[50],"intelligent":[51],"power":[52],"system.":[54],"The":[55],"system":[56],"use":[57],"proposed":[59,94,135],"Weight":[60],"Criss-Cross":[61],"Attention":[62],"(WCCA)":[63],"module,":[64],"embed":[65],"into":[66],"Mobile":[68],"V2":[69],"light-weight":[70],"image-level":[71],"classification":[72],"network,":[73],"weakly":[76],"supervised":[77],"pixel-by-pixel":[78],"segmentation":[79],"garbage":[82,89,104],"area,":[83],"finally":[85],"get":[86],"quantification":[90],"result.":[91],"With":[92],"prior":[95],"loss":[96],"function":[97],"based":[98],"on":[99],"distribution":[101],"image":[105],"data,":[106],"WCCA":[107],"can":[108],"guide":[109],"convergence":[111],"direction":[112],"model":[115],"correct":[118],"target":[119],"area.":[120],"Finally,":[121],"two":[122],"state-of":[123],"-the-art":[124],"comparison":[125],"algorithms":[126],"used":[128],"prove":[130],"superiority":[132],"algorithm.":[136]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}