{"id":"https://openalex.org/W2752825721","doi":"https://doi.org/10.1109/icme.2017.8019550","title":"A closer look: Small object detection in faster R-CNN","display_name":"A closer look: Small object detection in faster R-CNN","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2752825721","doi":"https://doi.org/10.1109/icme.2017.8019550","mag":"2752825721"},"language":"en","primary_location":{"id":"doi:10.1109/icme.2017.8019550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2017.8019550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/61056/61056.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007553837","display_name":"Christian Eggert","orcid":null},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christian Eggert","raw_affiliation_strings":["Multimedia Computing and Computer Vision Lab University of Augsburg"],"affiliations":[{"raw_affiliation_string":"Multimedia Computing and Computer Vision Lab University of Augsburg","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015101510","display_name":"Stephan Brehm","orcid":null},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stephan Brehm","raw_affiliation_strings":["Multimedia Computing and Computer Vision Lab University of Augsburg"],"affiliations":[{"raw_affiliation_string":"Multimedia Computing and Computer Vision Lab University of Augsburg","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040258287","display_name":"Anton Winschel","orcid":null},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anton Winschel","raw_affiliation_strings":["Multimedia Computing and Computer Vision Lab University of Augsburg"],"affiliations":[{"raw_affiliation_string":"Multimedia Computing and Computer Vision Lab University of Augsburg","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035633645","display_name":"Dan Zecha","orcid":null},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dan Zecha","raw_affiliation_strings":["Multimedia Computing and Computer Vision Lab University of Augsburg"],"affiliations":[{"raw_affiliation_string":"Multimedia Computing and Computer Vision Lab University of Augsburg","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009744749","display_name":"Rainer Lienhart","orcid":"https://orcid.org/0000-0003-4007-6889"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Lienhart","raw_affiliation_strings":["Multimedia Computing and Computer Vision Lab University of Augsburg"],"affiliations":[{"raw_affiliation_string":"Multimedia Computing and Computer Vision Lab University of Augsburg","institution_ids":["https://openalex.org/I179225836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007553837"],"corresponding_institution_ids":["https://openalex.org/I179225836"],"apc_list":null,"apc_paid":null,"fwci":4.4303,"has_fulltext":false,"cited_by_count":121,"citation_normalized_percentile":{"value":0.96796059,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"421","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9988999962806702,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9986000061035156,"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":0.8303408622741699},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.8021694421768188},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7005335688591003},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6721217632293701},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6235555410385132},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5996147394180298},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5031029582023621},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5030757784843445},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5000121593475342},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49107861518859863},{"id":"https://openalex.org/keywords/flicker","display_name":"Flicker","score":0.46168914437294006},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4468011260032654},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42031562328338623},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.07577627897262573}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8303408622741699},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.8021694421768188},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7005335688591003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6721217632293701},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6235555410385132},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5996147394180298},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5031029582023621},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5030757784843445},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5000121593475342},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49107861518859863},{"id":"https://openalex.org/C19743564","wikidata":"https://www.wikidata.org/wiki/Q25378119","display_name":"Flicker","level":2,"score":0.46168914437294006},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4468011260032654},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42031562328338623},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.07577627897262573},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icme.2017.8019550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2017.8019550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:61056","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-610569","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/61056/61056.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"}],"best_oa_location":{"id":"pmh:oai:uni-augsburg.opus-bayern.de:61056","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-610569","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/61056/61056.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2752825721.pdf"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1980972548","https://openalex.org/W2031489346","https://openalex.org/W2108598243","https://openalex.org/W2288122362","https://openalex.org/W2607600945","https://openalex.org/W2962835968","https://openalex.org/W2963102887","https://openalex.org/W6620707391","https://openalex.org/W6637373629","https://openalex.org/W6638667902","https://openalex.org/W6676297131"],"related_works":["https://openalex.org/W2393542839","https://openalex.org/W2461212857","https://openalex.org/W2608689891","https://openalex.org/W1968167504","https://openalex.org/W2594237268","https://openalex.org/W2081192961","https://openalex.org/W2136056355","https://openalex.org/W2007560172","https://openalex.org/W4205701127","https://openalex.org/W1998762914"],"abstract_inverted_index":{"Faster":[0,28,43,102],"R-CNN":[1,29,44,103],"is":[2],"a":[3,20,51,66,99],"well-known":[4],"approach":[5,115],"for":[6,65,93,109],"object":[7,47,70,127],"detection":[8,123],"which":[9,104],"combines":[10],"the":[11,31,39,56,59,76,83,117,122],"generation":[12],"of":[13,33,42,54,69,78,85],"region":[14],"proposals":[15,96],"and":[16,58,97],"their":[17,63],"classification":[18,60],"into":[19],"single":[21],"pipeline.":[22],"In":[23],"this":[24],"paper":[25],"we":[26,49,73],"apply":[27],"to":[30,101],"task":[32],"company":[34],"logo":[35],"detection.":[36],"Motivated":[37],"by":[38],"weak":[40],"performance":[41,84,124],"on":[45,82,116,125],"small":[46,110,126],"instances,":[48],"perform":[50],"detailed":[52],"examination":[53],"both":[55],"proposal":[57],"stage,":[61],"examining":[62],"behavior":[64],"wide":[67],"range":[68],"sizes.":[71],"Additionally,":[72],"look":[74],"at":[75],"influence":[77],"feature":[79,107],"map":[80],"resolution":[81],"those":[86],"stages.":[87],"We":[88,112],"introduce":[89],"an":[90],"improved":[91],"scheme":[92],"generating":[94],"anchor":[95],"propose":[98],"modification":[100],"leverages":[105],"higher-resolution":[106],"maps":[108],"objects.":[111],"evaluate":[113],"our":[114],"Flicker":[118],"data":[119],"set":[120],"improving":[121],"instances.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":8}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}