{"id":"https://openalex.org/W4361272409","doi":"https://doi.org/10.3389/fncom.2023.1145219","title":"Accurate few-shot object counting with Hough matching feature enhancement","display_name":"Accurate few-shot object counting with Hough matching feature enhancement","publication_year":2023,"publication_date":"2023-03-30","ids":{"openalex":"https://openalex.org/W4361272409","doi":"https://doi.org/10.3389/fncom.2023.1145219","pmid":"https://pubmed.ncbi.nlm.nih.gov/37065544"},"language":"en","primary_location":{"id":"doi:10.3389/fncom.2023.1145219","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2023.1145219","pdf_url":"https://www.frontiersin.org/articles/10.3389/fncom.2023.1145219/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fncom.2023.1145219/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101709194","display_name":"Zhiquan He","orcid":"https://orcid.org/0000-0003-2255-4293"},"institutions":[{"id":"https://openalex.org/I4210142539","display_name":"Guangdong Institute of Intelligent Manufacturing","ror":"https://ror.org/049jpjz09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210142539"]},{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiquan He","raw_affiliation_strings":["Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen, China","Guangdong Multimedia Information Service Engineering Technology Research Center, Shenzhen University, Shenzhen, China","Guangdong Key Laboratory of Intelligent Information Processing, China","Guangdong Multimedia Information Service Engineering Technology Research Center, Shenzhen University, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen, China","institution_ids":["https://openalex.org/I4210142539"]},{"raw_affiliation_string":"Guangdong Multimedia Information Service Engineering Technology Research Center, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing, China","institution_ids":["https://openalex.org/I4210142539"]},{"raw_affiliation_string":"Guangdong Multimedia Information Service Engineering Technology Research Center, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057033573","display_name":"Donghong Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghong Zheng","raw_affiliation_strings":["Guangdong Multimedia Information Service Engineering Technology Research Center, Shenzhen University, Shenzhen, China","Guangdong Multimedia Information Service Engineering Technology Research Center, Shenzhen University, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Multimedia Information Service Engineering Technology Research Center, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Guangdong Multimedia Information Service Engineering Technology Research Center, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050599074","display_name":"Hengyou Wang","orcid":"https://orcid.org/0000-0001-6693-0161"},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengyou Wang","raw_affiliation_strings":["School of Science, Beijing University of Civil Engineering and Architecture, Beijing, China","School of Science, Beijing University of Civil Engineering and Architecture, China"],"affiliations":[{"raw_affiliation_string":"School of Science, Beijing University of Civil Engineering and Architecture, Beijing, China","institution_ids":["https://openalex.org/I62853816"]},{"raw_affiliation_string":"School of Science, Beijing University of Civil Engineering and Architecture, China","institution_ids":["https://openalex.org/I62853816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101709194"],"corresponding_institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210142539"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":0.119,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.36500294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"17","issue":null,"first_page":"1145219","last_page":"1145219"},"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":0.9975000023841858,"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":0.9975000023841858,"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":0.9973000288009644,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9944999814033508,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7063548564910889},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6801541447639465},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6772558093070984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6760117411613464},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6363656520843506},{"id":"https://openalex.org/keywords/hough-transform","display_name":"Hough transform","score":0.5518805980682373},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5039109587669373},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.47480928897857666},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4600818455219269},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4373381435871124},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42142462730407715},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.41684556007385254},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36703455448150635},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24209603667259216}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7063548564910889},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6801541447639465},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6772558093070984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6760117411613464},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6363656520843506},{"id":"https://openalex.org/C200518788","wikidata":"https://www.wikidata.org/wiki/Q195076","display_name":"Hough transform","level":3,"score":0.5518805980682373},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5039109587669373},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.47480928897857666},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4600818455219269},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4373381435871124},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42142462730407715},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.41684556007385254},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36703455448150635},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24209603667259216},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fncom.2023.1145219","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2023.1145219","pdf_url":"https://www.frontiersin.org/articles/10.3389/fncom.2023.1145219/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},{"id":"pmid:37065544","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37065544","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in computational neuroscience","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10098187","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10098187","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10098187/pdf/fncom-17-1145219.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Comput Neurosci","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:051f7878436a48d69bf46bc018cf23bc","is_oa":true,"landing_page_url":"https://doaj.org/article/051f7878436a48d69bf46bc018cf23bc","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Computational Neuroscience, Vol 17 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fncom.2023.1145219","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2023.1145219","pdf_url":"https://www.frontiersin.org/articles/10.3389/fncom.2023.1145219/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1238952643","display_name":null,"funder_award_id":"61971290","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2981938667","display_name":null,"funder_award_id":"Shenzhen","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G384178317","display_name":null,"funder_award_id":"02008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8161904097","display_name":null,"funder_award_id":"202008","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":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4361272409.pdf"},"referenced_works_count":78,"referenced_works":["https://openalex.org/W22745672","https://openalex.org/W639708223","https://openalex.org/W1919709169","https://openalex.org/W2108598243","https://openalex.org/W2128974588","https://openalex.org/W2194775991","https://openalex.org/W2292862470","https://openalex.org/W2463631526","https://openalex.org/W2488101876","https://openalex.org/W2520304734","https://openalex.org/W2586716774","https://openalex.org/W2600230189","https://openalex.org/W2604763608","https://openalex.org/W2784083480","https://openalex.org/W2884561390","https://openalex.org/W2896421256","https://openalex.org/W2899034697","https://openalex.org/W2962921175","https://openalex.org/W2963037989","https://openalex.org/W2963325280","https://openalex.org/W2963499661","https://openalex.org/W2964121744","https://openalex.org/W2971900262","https://openalex.org/W2972445543","https://openalex.org/W2983156430","https://openalex.org/W2985822417","https://openalex.org/W2989604896","https://openalex.org/W3004672782","https://openalex.org/W3034785991","https://openalex.org/W3034885317","https://openalex.org/W3034974675","https://openalex.org/W3106982106","https://openalex.org/W3112292322","https://openalex.org/W3120979957","https://openalex.org/W3170764266","https://openalex.org/W3175657805","https://openalex.org/W3177211876","https://openalex.org/W3179869055","https://openalex.org/W3190906682","https://openalex.org/W3203845557","https://openalex.org/W3216625938","https://openalex.org/W4200205682","https://openalex.org/W4213265195","https://openalex.org/W4221148940","https://openalex.org/W4221160666","https://openalex.org/W4286685574","https://openalex.org/W4298395628","https://openalex.org/W6620707391","https://openalex.org/W6628973269","https://openalex.org/W6640263402","https://openalex.org/W6687483927","https://openalex.org/W6719470112","https://openalex.org/W6726974765","https://openalex.org/W6727040340","https://openalex.org/W6735507095","https://openalex.org/W6736057607","https://openalex.org/W6737157184","https://openalex.org/W6742218497","https://openalex.org/W6742348326","https://openalex.org/W6755486901","https://openalex.org/W6756851690","https://openalex.org/W6761108903","https://openalex.org/W6761544643","https://openalex.org/W6763367864","https://openalex.org/W6766471961","https://openalex.org/W6766490708","https://openalex.org/W6767111259","https://openalex.org/W6777239595","https://openalex.org/W6780062041","https://openalex.org/W6780757586","https://openalex.org/W6787024472","https://openalex.org/W6788884515","https://openalex.org/W6791852456","https://openalex.org/W6793653683","https://openalex.org/W6797344642","https://openalex.org/W6799096500","https://openalex.org/W6810224508","https://openalex.org/W6810259937"],"related_works":["https://openalex.org/W2030098947","https://openalex.org/W1974777989","https://openalex.org/W2363834444","https://openalex.org/W2003466055","https://openalex.org/W2070077862","https://openalex.org/W2765199790","https://openalex.org/W2164944168","https://openalex.org/W262984167","https://openalex.org/W2372868647","https://openalex.org/W2969228573"],"abstract_inverted_index":{"Ablation":[0],"experiments":[1],"demonstrate":[2],"that":[3],"Hough":[4],"matching":[5,15],"helps":[6],"to":[7],"achieve":[8],"more":[9],"accurate":[10],"counting":[11],"compared":[12],"with":[13],"previous":[14],"methods.":[16]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
