{"id":"https://openalex.org/W2336302573","doi":"https://doi.org/10.1007/978-3-319-46448-0_1","title":"CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples","display_name":"CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2336302573","doi":"https://doi.org/10.1007/978-3-319-46448-0_1","mag":"2336302573"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-46448-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-46448-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1604.02426","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038939197","display_name":"Filip Radenovi\u0107","orcid":"https://orcid.org/0000-0002-7122-2765"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Filip Radenovi\u0107","raw_affiliation_strings":["CMP, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic","Czech Technical Univ. in Prague"],"affiliations":[{"raw_affiliation_string":"CMP, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Czech Technical Univ. in Prague","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046083819","display_name":"Giorgos Tolias","orcid":"https://orcid.org/0000-0002-9570-3870"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Giorgos Tolias","raw_affiliation_strings":["CMP, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic","Czech Technical Univ. in Prague"],"affiliations":[{"raw_affiliation_string":"CMP, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Czech Technical Univ. in Prague","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019409717","display_name":"Ond\u0159ej Chum","orcid":"https://orcid.org/0000-0001-7042-1810"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ond\u0159ej Chum","raw_affiliation_strings":["CMP, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic","Czech Technical Univ. in Prague"],"affiliations":[{"raw_affiliation_string":"CMP, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Czech Technical Univ. in Prague","institution_ids":["https://openalex.org/I44504214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038939197"],"corresponding_institution_ids":["https://openalex.org/I44504214"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":12.1068,"has_fulltext":false,"cited_by_count":177,"citation_normalized_percentile":{"value":0.98643411,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9987999796867371,"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":0.8482180833816528},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7103326320648193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6403608918190002},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6143277883529663},{"id":"https://openalex.org/keywords/scratch","display_name":"Scratch","score":0.6118037700653076},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5948519110679626},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4795413017272949},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46915021538734436},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44558796286582947},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4305155873298645},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3359079957008362},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3281551003456116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8482180833816528},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7103326320648193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6403608918190002},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6143277883529663},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.6118037700653076},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5948519110679626},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4795413017272949},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46915021538734436},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44558796286582947},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4305155873298645},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3359079957008362},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3281551003456116},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-319-46448-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-46448-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:1604.02426","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1604.02426","pdf_url":"https://arxiv.org/pdf/1604.02426","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2336302573","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1604.02426.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1604.02426","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1604.02426","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1604.02426","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1604.02426","pdf_url":"https://arxiv.org/pdf/1604.02426","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W54214434","https://openalex.org/W56385144","https://openalex.org/W204268067","https://openalex.org/W782743827","https://openalex.org/W1524680991","https://openalex.org/W1556531089","https://openalex.org/W1563795667","https://openalex.org/W1565312575","https://openalex.org/W1577117850","https://openalex.org/W1608697715","https://openalex.org/W1679894842","https://openalex.org/W1686810756","https://openalex.org/W1833123814","https://openalex.org/W1839408879","https://openalex.org/W1908016767","https://openalex.org/W1920702274","https://openalex.org/W1926837203","https://openalex.org/W1949049686","https://openalex.org/W1975517671","https://openalex.org/W1979931042","https://openalex.org/W1980911747","https://openalex.org/W1984309565","https://openalex.org/W2003340926","https://openalex.org/W2007477183","https://openalex.org/W2023991840","https://openalex.org/W2024047694","https://openalex.org/W2062118960","https://openalex.org/W2071027807","https://openalex.org/W2076188996","https://openalex.org/W2076434944","https://openalex.org/W2086649520","https://openalex.org/W2096733369","https://openalex.org/W2099443716","https://openalex.org/W2099482512","https://openalex.org/W2102605133","https://openalex.org/W2103924867","https://openalex.org/W2117539524","https://openalex.org/W2131846894","https://openalex.org/W2138621090","https://openalex.org/W2141362318","https://openalex.org/W2143432975","https://openalex.org/W2148809531","https://openalex.org/W2149357475","https://openalex.org/W2150307973","https://openalex.org/W2151103935","https://openalex.org/W2157364932","https://openalex.org/W2161381512","https://openalex.org/W2163446794","https://openalex.org/W2164022341","https://openalex.org/W2179042386","https://openalex.org/W2295537791","https://openalex.org/W2319888919","https://openalex.org/W2340690086","https://openalex.org/W2426541698","https://openalex.org/W2951019013","https://openalex.org/W2951136860","https://openalex.org/W2953360861","https://openalex.org/W2963775347","https://openalex.org/W3099206234","https://openalex.org/W6600662749","https://openalex.org/W6776948474"],"related_works":["https://openalex.org/W2194775991","https://openalex.org/W2141362318","https://openalex.org/W204268067","https://openalex.org/W2148809531","https://openalex.org/W1686810756","https://openalex.org/W2951239727","https://openalex.org/W2295537791","https://openalex.org/W2151103935","https://openalex.org/W2963125676","https://openalex.org/W2963166708","https://openalex.org/W2012592962","https://openalex.org/W2204975001","https://openalex.org/W1556531089","https://openalex.org/W1524680991","https://openalex.org/W2163605009","https://openalex.org/W2131846894","https://openalex.org/W2128017662","https://openalex.org/W2179042386","https://openalex.org/W1984309565","https://openalex.org/W1979931042"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":46},{"year":2018,"cited_by_count":30},{"year":2017,"cited_by_count":29},{"year":2016,"cited_by_count":4}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2022-10-04T00:00:00"}
