{"id":"https://openalex.org/W4391947294","doi":"https://doi.org/10.1109/whispers61460.2023.10430528","title":"Learning Discriminative Features with Attention Based Dual-Stream Decoder for Weakly Supervised Solar Panel Mapping","display_name":"Learning Discriminative Features with Attention Based Dual-Stream Decoder for Weakly Supervised Solar Panel Mapping","publication_year":2023,"publication_date":"2023-10-31","ids":{"openalex":"https://openalex.org/W4391947294","doi":"https://doi.org/10.1109/whispers61460.2023.10430528"},"language":"en","primary_location":{"id":"doi:10.1109/whispers61460.2023.10430528","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/whispers61460.2023.10430528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)","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/A5047572962","display_name":"Jue Zhang","orcid":"https://orcid.org/0000-0003-3427-3456"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jue Zhang","raw_affiliation_strings":["University of New South Wales,School of Engineering and Technology,Canberra,Australia","School of Engineering and Technology, University of New South Wales, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales,School of Engineering and Technology,Canberra,Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Engineering and Technology, University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075234257","display_name":"Jiankun Hu","orcid":"https://orcid.org/0000-0003-0230-1432"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiankun Hu","raw_affiliation_strings":["University of New South Wales,School of Systems and Computing,Canberra,Australia","School of Systems and Computing, University of New South Wales, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales,School of Systems and Computing,Canberra,Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Systems and Computing, University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024631382","display_name":"Xiuping Jia","orcid":"https://orcid.org/0000-0001-9916-6382"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiuping Jia","raw_affiliation_strings":["University of New South Wales,School of Engineering and Technology,Canberra,Australia","School of Engineering and Technology, University of New South Wales, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales,School of Engineering and Technology,Canberra,Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Engineering and Technology, University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047572962"],"corresponding_institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20367558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9927999973297119,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7748022079467773},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.7402387261390686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7301600575447083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5189965963363647},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4184664487838745}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7748022079467773},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.7402387261390686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7301600575447083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5189965963363647},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4184664487838745},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/whispers61460.2023.10430528","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/whispers61460.2023.10430528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2291934802","https://openalex.org/W2295107390","https://openalex.org/W2494424066","https://openalex.org/W2775111920","https://openalex.org/W2904145953","https://openalex.org/W2962858109","https://openalex.org/W3034453930","https://openalex.org/W3204446219","https://openalex.org/W3205631735","https://openalex.org/W3207969003","https://openalex.org/W3210447207","https://openalex.org/W4205912979","https://openalex.org/W4214547333","https://openalex.org/W4379931872"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2404514746","https://openalex.org/W1652783584","https://openalex.org/W2082783427","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"With":[0],"the":[1,21,65,71,74,79,91,94,97,114,117,122,128,139,143],"availability":[2],"of":[3,23,73,96,116],"high-resolution":[4],"aerial":[5],"imagery,":[6],"we":[7,82,120],"propose":[8,84],"an":[9],"attention-based":[10],"dual-stream":[11,80],"decoder":[12],"architecture":[13],"for":[14],"weakly":[15],"supervised":[16],"solar":[17],"panel":[18],"mapping":[19,30,38,151],"with":[20,78],"advantage":[22],"both":[24],"reduced":[25],"annotation":[26],"costs":[27],"and":[28,41,60,100,131,153],"enhanced":[29],"performance.":[31],"The":[32,47],"proposed":[33,118,140],"method":[34,141],"unifies":[35],"a":[36,42,85,147,155],"target":[37],"branch":[39,45],"(TMB)":[40],"proximity":[43,72,102],"detection":[44],"(PDB).":[46],"TMB":[48],"is":[49,67],"developed":[50],"based":[51],"on":[52],"cross-scale":[53],"attention":[54],"accumulation":[55],"to":[56,69,89,158],"discover":[57],"desired":[58,75,98],"objects":[59,99],"generate":[61],"fine":[62],"predictions,":[63],"while":[64],"PDB":[66],"designed":[68],"estimate":[70],"objects.":[76],"Coupled":[77],"decoder,":[81],"also":[83],"subspace":[86],"contrast":[87],"loss":[88],"maximize":[90],"distance":[92],"between":[93],"features":[95],"their":[101],"regions,":[103],"so":[104],"that":[105,138],"precise":[106],"object":[107,160],"boundaries":[108],"can":[109],"be":[110],"reserved.":[111],"To":[112],"reveal":[113],"effectiveness":[115],"method,":[119],"take":[121],"Australian":[123],"Capital":[124],"Territory,":[125],"Australia":[126],"as":[127],"study":[129],"area":[130],"presented":[132],"comprehensive":[133],"experiments.":[134],"Experimental":[135],"results":[136],"show":[137],"outperforms":[142],"state-of-the-art":[144],"approaches":[145],"by":[146],"significant":[148],"margin":[149],"in":[150],"performance":[152],"presents":[154],"superior":[156],"ability":[157],"identify":[159],"boundaries.":[161]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}