{"id":"https://openalex.org/W2955828850","doi":"https://doi.org/10.1109/icip.2019.8803355","title":"Feature Extraction and Tracking of CNN Segmentations for Improved Road Detection from Satellite Imagery","display_name":"Feature Extraction and Tracking of CNN Segmentations for Improved Road Detection from Satellite Imagery","publication_year":2019,"publication_date":"2019-08-26","ids":{"openalex":"https://openalex.org/W2955828850","doi":"https://doi.org/10.1109/icip.2019.8803355","mag":"2955828850"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2019.8803355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2019.8803355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01813781/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100379415","display_name":"Tianyu Li","orcid":"https://orcid.org/0000-0001-5069-1493"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianyu Li","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012730921","display_name":"Mary L. Comer","orcid":"https://orcid.org/0000-0001-8935-1365"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary Comer","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018158883","display_name":"Josiane Zerubia","orcid":"https://orcid.org/0000-0002-7444-0856"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Josiane Zerubia","raw_affiliation_strings":["Inria and Universit\u00e9 Cote d'Azur, Sophia-Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria and Universit\u00e9 Cote d'Azur, Sophia-Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6131,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.79975665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2641","last_page":"2645"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9991999864578247,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9765999913215637,"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/computer-science","display_name":"Computer science","score":0.7927003502845764},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7478420734405518},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6667267084121704},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6403038501739502},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.628410279750824},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5264578461647034},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.510992169380188},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5063992738723755},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4969535171985626},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4927501976490021},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4541931748390198},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4476722776889801},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4394548535346985},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4128454327583313},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3329152464866638},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1367093026638031},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08087283372879028}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7927003502845764},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7478420734405518},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6667267084121704},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6403038501739502},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.628410279750824},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5264578461647034},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.510992169380188},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5063992738723755},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4969535171985626},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4927501976490021},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4541931748390198},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4476722776889801},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4394548535346985},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4128454327583313},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3329152464866638},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1367093026638031},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08087283372879028},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2019.8803355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2019.8803355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01813781v2","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01813781","pdf_url":"https://inria.hal.science/hal-01813781/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://2019.ieeeicip.org/","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01813781v2","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01813781","pdf_url":"https://inria.hal.science/hal-01813781/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://2019.ieeeicip.org/","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2955828850.pdf","grobid_xml":"https://content.openalex.org/works/W2955828850.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W73112891","https://openalex.org/W1901129140","https://openalex.org/W2056834257","https://openalex.org/W2065427498","https://openalex.org/W2102593897","https://openalex.org/W2142828725","https://openalex.org/W2156044350","https://openalex.org/W2194775991","https://openalex.org/W2587265055","https://openalex.org/W2594203750","https://openalex.org/W2623331213","https://openalex.org/W2735039185","https://openalex.org/W2774320778","https://openalex.org/W2883811931","https://openalex.org/W2893801697","https://openalex.org/W2901082355","https://openalex.org/W2962978395","https://openalex.org/W2963270775","https://openalex.org/W2963840672","https://openalex.org/W3105636206","https://openalex.org/W6602970364","https://openalex.org/W6639824700","https://openalex.org/W6696085341","https://openalex.org/W6746528676","https://openalex.org/W7020680850"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2084086966","https://openalex.org/W4313906399","https://openalex.org/W4321487865","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W2318112981","https://openalex.org/W4312417841","https://openalex.org/W2023861399"],"abstract_inverted_index":{"Road":[0],"detection":[1,79],"in":[2,13,80],"high-resolution":[3],"satellite":[4],"images":[5],"is":[6],"an":[7],"important":[8],"and":[9,28,57],"popular":[10],"research":[11],"topic":[12],"the":[14,66,72],"field":[15],"of":[16,74],"image":[17],"processing.":[18],"In":[19],"this":[20],"paper,":[21],"we":[22],"propose":[23],"a":[24,37,58],"novel":[25],"road":[26,33,42,78],"extraction":[27],"tracking":[29],"method":[30,46,76],"based":[31],"on":[32,65,77],"segmentation":[34],"results":[35,64],"from":[36],"convolutional":[38],"network,":[39],"providing":[40],"improved":[41],"detection.":[43],"The":[44],"proposed":[45,50],"incorporates":[47],"our":[48,75],"previously":[49],"connected-tube":[51],"marked":[52],"point":[53],"process":[54],"(MPP)":[55],"model":[56],"post-tracking":[59],"algorithm.":[60],"We":[61],"present":[62],"experimental":[63],"Massachusetts":[67],"roads":[68],"dataset":[69],"to":[70],"show":[71],"performance":[73],"remotely-sensed":[81],"images.":[82]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}