{"id":"https://openalex.org/W2902442366","doi":"https://doi.org/10.1109/tmm.2018.2883868","title":"Geometry and Topology Preserving Hashing for SIFT Feature","display_name":"Geometry and Topology Preserving Hashing for SIFT Feature","publication_year":2018,"publication_date":"2018-11-29","ids":{"openalex":"https://openalex.org/W2902442366","doi":"https://doi.org/10.1109/tmm.2018.2883868","mag":"2902442366"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2018.2883868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2018.2883868","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-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/A5100447196","display_name":"Kang Chen","orcid":"https://orcid.org/0000-0002-9303-5813"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Kang","raw_affiliation_strings":["SMILES LAB and the School of Software Engineering, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SMILES LAB and the School of Software Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635252","display_name":"Li Zhu","orcid":"https://orcid.org/0000-0003-2136-3196"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhu","raw_affiliation_strings":["School of Software, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014825654","display_name":"Xueming Qian","orcid":"https://orcid.org/0000-0002-3173-6307"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueming Qian","raw_affiliation_strings":["SMILES Laboratory, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-3173-6307","affiliations":[{"raw_affiliation_string":"SMILES Laboratory, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012529382","display_name":"Junwei Han","orcid":"https://orcid.org/0000-0001-5545-7217"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junwei Han","raw_affiliation_strings":["School of Automation and Information Engineering, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0001-5545-7217","affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377147","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-3094-7735"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-3094-7735","affiliations":[{"raw_affiliation_string":"Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085140523","display_name":"Yuan Yan Tang","orcid":"https://orcid.org/0000-0002-6887-130X"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yuan Yan Tang","raw_affiliation_strings":["Macau University, Taipa, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macau University, Taipa, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1445,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.84003759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"21","issue":"6","first_page":"1563","last_page":"1576"},"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":1.0,"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":1.0,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9983000159263611,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9923999905586243,"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/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.855915367603302},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7932142019271851},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7297270894050598},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7169167995452881},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6183632612228394},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5681430101394653},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5672863721847534},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5554884672164917},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4601792097091675},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4541487395763397},{"id":"https://openalex.org/keywords/feature-detection","display_name":"Feature detection (computer vision)","score":0.44953423738479614},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.4171147346496582},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.349040687084198},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.33734872937202454},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32349488139152527},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.20163065195083618},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15252500772476196}],"concepts":[{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.855915367603302},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7932142019271851},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7297270894050598},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7169167995452881},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6183632612228394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5681430101394653},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5672863721847534},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5554884672164917},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4601792097091675},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4541487395763397},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.44953423738479614},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.4171147346496582},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.349040687084198},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.33734872937202454},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32349488139152527},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.20163065195083618},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15252500772476196},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmm.2018.2883868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2018.2883868","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04448615v1","is_oa":false,"landing_page_url":"https://centralesupelec.hal.science/hal-04448615","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Multimedia, 2019, 21 (6), pp.1563-1576. &#x27E8;10.1109/TMM.2018.2883868&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3308505718","display_name":null,"funder_award_id":"61732008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G548958191","display_name":null,"funder_award_id":"1531141","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5935354474","display_name":null,"funder_award_id":"61332018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7987947441","display_name":"\u57fa\u4e8e\u5bf9\u8c61\u7684\u76d1\u63a7\u89c6\u9891\u68c0\u7d22\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61772407","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W311644933","https://openalex.org/W1677409904","https://openalex.org/W1870428314","https://openalex.org/W1910300841","https://openalex.org/W1913628733","https://openalex.org/W1956333070","https://openalex.org/W1974647172","https://openalex.org/W1990537115","https://openalex.org/W1998803396","https://openalex.org/W2004291986","https://openalex.org/W2016440652","https://openalex.org/W2016764349","https://openalex.org/W2044195942","https://openalex.org/W2044657536","https://openalex.org/W2053770192","https://openalex.org/W2058196845","https://openalex.org/W2066963883","https://openalex.org/W2071549734","https://openalex.org/W2074668987","https://openalex.org/W2080017547","https://openalex.org/W2081332440","https://openalex.org/W2087754359","https://openalex.org/W2130540277","https://openalex.org/W2141362318","https://openalex.org/W2145065594","https://openalex.org/W2151103935","https://openalex.org/W2155980617","https://openalex.org/W2162006472","https://openalex.org/W2164338181","https://openalex.org/W2170037597","https://openalex.org/W2183681795","https://openalex.org/W2184781617","https://openalex.org/W2219125737","https://openalex.org/W2291843384","https://openalex.org/W2293824885","https://openalex.org/W2296075202","https://openalex.org/W2392997304","https://openalex.org/W2402125293","https://openalex.org/W2464915613","https://openalex.org/W2559917342","https://openalex.org/W2586937979","https://openalex.org/W2748472880","https://openalex.org/W2754259372","https://openalex.org/W2763822693","https://openalex.org/W2765985332","https://openalex.org/W2804452841","https://openalex.org/W2913932916","https://openalex.org/W2963398644","https://openalex.org/W6637400245","https://openalex.org/W6639283537","https://openalex.org/W6679406034","https://openalex.org/W6684181414","https://openalex.org/W6685012337","https://openalex.org/W6688152296","https://openalex.org/W6697060382","https://openalex.org/W6712733126"],"related_works":["https://openalex.org/W2185784385","https://openalex.org/W2900811989","https://openalex.org/W2379581614","https://openalex.org/W2746816529","https://openalex.org/W2341223103","https://openalex.org/W2024252608","https://openalex.org/W2905186525","https://openalex.org/W2044706866","https://openalex.org/W2031096531","https://openalex.org/W2798760230"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"content-based":[3],"image":[4,74],"retrieval":[5],"has":[6,35],"been":[7],"of":[8,11,82,105],"concern":[9],"because":[10],"practical":[12],"needs":[13],"on":[14],"Internet":[15],"services,":[16],"especially":[17],"methods":[18],"that":[19,98],"can":[20],"improve":[21],"retrieving":[22],"speed":[23],"and":[24,41,76,88,103],"accuracy.":[25],"The":[26],"SIFT":[27,46,72],"feature":[28,39,47,61],"is":[29,48,109],"a":[30,67,79,94],"well-designed":[31],"local":[32],"feature.":[33],"It":[34],"mature":[36],"applications":[37],"in":[38,60,107],"matching":[40,75],"retrieval,":[42],"whereas":[43],"the":[44,83,101],"raw":[45],"high":[49,52],"dimensional,":[50],"with":[51,112],"storage":[53],"cost":[54,59],"as":[55,57],"well":[56],"computational":[58],"similarity":[62,96],"measurements.":[63],"Thus,":[64],"we":[65],"propose":[66],"hashing":[68,84],"scheme":[69],"for":[70],"fast":[71],"feature-based":[73],"retrieval.":[77],"First,":[78],"training":[80],"process":[81],"function":[85],"involves":[86],"geometric":[87],"topological":[89],"information":[90],"being":[91],"introduced;":[92],"second,":[93],"geometry-enhanced":[95],"evaluation":[97,108],"considers":[99],"both":[100],"global":[102],"details":[104],"images":[106],"explained.":[110],"Compared":[111],"state-of-the-art":[113],"methods,":[114],"our":[115],"method":[116],"achieves":[117],"better":[118],"performance.":[119]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
