{"id":"https://openalex.org/W2965644405","doi":"https://doi.org/10.2312/mlvis.20191158","title":"Interpreting Black-Box Semantic Segmentation Models in Remote Sensing Applications","display_name":"Interpreting Black-Box Semantic Segmentation Models in Remote Sensing Applications","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2965644405","doi":"https://doi.org/10.2312/mlvis.20191158","mag":"2965644405"},"language":"en","primary_location":{"id":"doi:10.2312/mlvis.20191158","is_oa":true,"landing_page_url":"https://doi.org/10.2312/mlvis.20191158","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/mlvis.20191158","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027437334","display_name":"Adrianna Janik","orcid":"https://orcid.org/0000-0002-4387-4563"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Janik, Adrianna","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083577035","display_name":"Kris Sankaran","orcid":"https://orcid.org/0000-0002-9415-1971"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sankaran, Kris","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5032803955","display_name":"Anthony Ortiz","orcid":"https://orcid.org/0000-0001-8233-5979"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ortiz, Anthony","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027437334"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6073,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.72131174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"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/T11106","display_name":"Data Management and Algorithms","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.6612628698348999},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6074357628822327},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5800370573997498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47466138005256653},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4074918031692505},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3740142583847046},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19723886251449585}],"concepts":[{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.6612628698348999},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6074357628822327},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5800370573997498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47466138005256653},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4074918031692505},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3740142583847046},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19723886251449585}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2312/mlvis.20191158","is_oa":true,"landing_page_url":"https://doi.org/10.2312/mlvis.20191158","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"mag:2965644405","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/mlvis-ws/mlvis-ws2019.html#JanikSO19","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.2312/mlvis.20191158","is_oa":true,"landing_page_url":"https://doi.org/10.2312/mlvis.20191158","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W315075995","https://openalex.org/W2151530263"],"related_works":["https://openalex.org/W2805949209","https://openalex.org/W3127238746","https://openalex.org/W2989318154","https://openalex.org/W3191548810","https://openalex.org/W2805097687","https://openalex.org/W2899599888","https://openalex.org/W2976949071","https://openalex.org/W2050641923","https://openalex.org/W2728123246","https://openalex.org/W2061662862","https://openalex.org/W3112887005","https://openalex.org/W3035665735","https://openalex.org/W2343574313","https://openalex.org/W3017205068","https://openalex.org/W3080630303","https://openalex.org/W3166117684","https://openalex.org/W1697308463","https://openalex.org/W2970546341","https://openalex.org/W2288475703","https://openalex.org/W2214103494"],"abstract_inverted_index":{"In":[0,45],"the":[1,133],"interpretability":[2,34],"literature,":[3],"attention":[4],"is":[5,107,135],"focused":[6],"on":[7,118],"understanding":[8,127],"black-box":[9],"classifiers,":[10],"but":[11],"many":[12],"problems":[13,38],"ranging":[14],"from":[15,56],"medicine":[16],"through":[17],"agriculture":[18],"and":[19,60,67],"crisis":[20,113],"response":[21,114],"in":[22,39,97,126],"humanitarian":[23,112],"aid":[24],"are":[25],"tackled":[26],"by":[27],"semantic":[28,94,128],"segmentation":[29,129],"models.":[30],"The":[31],"absence":[32],"of":[33,81,102,108],"for":[35,93,111],"these":[36],"canonical":[37],"computer":[40],"vision":[41],"motivates":[42],"this":[43,46],"study.":[44],"study":[47],"we":[48],"present":[49],"a":[50,89,98],"usercentric":[51],"approach":[52],"that":[53,116],"blends":[54],"techniques":[55],"interpretability,":[57],"representation":[58,70],"learning,":[59],"interactive":[61],"visualization.":[62],"It":[63],"allows":[64],"to":[65,71,88],"visualize":[66],"link":[68],"latent":[69],"real":[72],"data":[73],"instances":[74],"as":[75,77],"well":[76],"qualitatively":[78],"assess":[79],"strength":[80],"predictions.":[82],"We":[83],"have":[84],"applied":[85],"our":[86],"method":[87],"deep":[90],"learning":[91],"model":[92],"segmentation,":[95],"U-Net,":[96],"remote":[99],"sensing":[100],"application":[101,106],"building":[103],"detection.":[104],"This":[105],"high":[109],"interest":[110],"teams":[115],"rely":[117],"satellite":[119],"images":[120],"analysis.":[121],"Preliminary":[122],"results":[123],"shows":[124],"utility":[125],"models,":[130],"demo":[131],"presenting":[132],"idea":[134],"available":[136],"online.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
