{"id":"https://openalex.org/W3210321121","doi":"https://doi.org/10.1145/3458927","title":"Local Constraint and Label Embedding Multi-layer Dictionary Learning for Sperm Head Classification","display_name":"Local Constraint and Label Embedding Multi-layer Dictionary Learning for Sperm Head Classification","publication_year":2021,"publication_date":"2021-10-26","ids":{"openalex":"https://openalex.org/W3210321121","doi":"https://doi.org/10.1145/3458927","mag":"3210321121"},"language":"en","primary_location":{"id":"doi:10.1145/3458927","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3458927","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","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/A5003274219","display_name":"Tongguang Ni","orcid":"https://orcid.org/0000-0002-0354-5116"},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongguang Ni","raw_affiliation_strings":["Changzhou University, Changzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changzhou University, Changzhou, China","institution_ids":["https://openalex.org/I4210153482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101777679","display_name":"Ding Yan","orcid":"https://orcid.org/0000-0002-0960-7744"},"institutions":[{"id":"https://openalex.org/I21741975","display_name":"Suzhou University of Technology","ror":"https://ror.org/05g6ben79","country_code":"CN","type":"education","lineage":["https://openalex.org/I21741975"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Ding","raw_affiliation_strings":["Changshu Institute of Technology, Changshu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changshu Institute of Technology, Changshu, China","institution_ids":["https://openalex.org/I21741975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101758041","display_name":"Jing Xue","orcid":"https://orcid.org/0000-0002-0074-5825"},"institutions":[{"id":"https://openalex.org/I4210158071","display_name":"Wuxi People's Hospital","ror":"https://ror.org/05pb5hm55","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158071"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Xue","raw_affiliation_strings":["Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi, China","institution_ids":["https://openalex.org/I4210158071","https://openalex.org/I83519826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057573049","display_name":"Kaijian Xia","orcid":"https://orcid.org/0000-0002-1650-9982"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]},{"id":"https://openalex.org/I4210125581","display_name":"Changshu No.1 People's Hospital","ror":"https://ror.org/032hk6448","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210125581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaijian Xia","raw_affiliation_strings":["Affiliated Changshu Hospital of Soochow University, Changshu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Affiliated Changshu Hospital of Soochow University, Changshu, China","institution_ids":["https://openalex.org/I3923682","https://openalex.org/I4210125581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090932123","display_name":"Xiaoqing Gu","orcid":"https://orcid.org/0000-0001-9942-0651"},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqing Gu","raw_affiliation_strings":["Changzhou University, Changzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changzhou University, Changzhou, China","institution_ids":["https://openalex.org/I4210153482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073626757","display_name":"Yizhang Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhang Jiang","raw_affiliation_strings":["Jiangnan University, Wuxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangnan University, Wuxi, China","institution_ids":["https://openalex.org/I111599522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7327,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72683349,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"17","issue":"3s","first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10116","display_name":"Sperm and Testicular Function","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10116","display_name":"Sperm and Testicular Function","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10364","display_name":"Reproductive Biology and Fertility","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10625","display_name":"Herpesvirus Infections and Treatments","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6337859630584717},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.629814624786377},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6251511573791504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6208131313323975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6099507808685303},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5108525156974792},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4168529808521271},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.367745578289032},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2641177177429199},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1420108675956726}],"concepts":[{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6337859630584717},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.629814624786377},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6251511573791504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6208131313323975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6099507808685303},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5108525156974792},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4168529808521271},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.367745578289032},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2641177177429199},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1420108675956726},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3458927","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3458927","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7400000095367432}],"awards":[{"id":"https://openalex.org/G3383318960","display_name":null,"funder_award_id":"61806026 and 62171203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5072572870","display_name":null,"funder_award_id":"BK 20211333","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W622881073","https://openalex.org/W1878022715","https://openalex.org/W1963932623","https://openalex.org/W1994610202","https://openalex.org/W1996183177","https://openalex.org/W2021302824","https://openalex.org/W2030331637","https://openalex.org/W2147813562","https://openalex.org/W2160547390","https://openalex.org/W2343962831","https://openalex.org/W2534550582","https://openalex.org/W2592538491","https://openalex.org/W2599155168","https://openalex.org/W2746369973","https://openalex.org/W2748221951","https://openalex.org/W2763739959","https://openalex.org/W2765672467","https://openalex.org/W2793890232","https://openalex.org/W2810470036","https://openalex.org/W2842392729","https://openalex.org/W2890619376","https://openalex.org/W2901051598","https://openalex.org/W2909382583","https://openalex.org/W2912710789","https://openalex.org/W2915409697","https://openalex.org/W2941195539","https://openalex.org/W2954602225","https://openalex.org/W2955463555","https://openalex.org/W2988974323","https://openalex.org/W3004010467","https://openalex.org/W3010404175","https://openalex.org/W3027765088","https://openalex.org/W3034904993","https://openalex.org/W3084845634","https://openalex.org/W3090628358","https://openalex.org/W4300036892"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2183306018","https://openalex.org/W2549990292","https://openalex.org/W2345479200","https://openalex.org/W2951819827","https://openalex.org/W2849310602","https://openalex.org/W2770593030","https://openalex.org/W2419146053","https://openalex.org/W4281727072","https://openalex.org/W3134175397"],"abstract_inverted_index":{"Morphological":[0],"classification":[1,39],"of":[2,37,73,108,111,121,134,157],"human":[3,29,112],"sperm":[4,30,113],"heads":[5],"is":[6,54,128],"a":[7,41],"key":[8],"technology":[9],"for":[10],"diagnosing":[11],"male":[12],"infertility.":[13],"Due":[14],"to":[15,90,99,117],"its":[16],"sparse":[17],"representation":[18],"and":[19,45,77,84,105],"learning":[20,23,50,64],"capability,":[21],"dictionary":[22,49,63],"has":[24],"shown":[25],"remarkable":[26],"performance":[27],"in":[28,56,81,130],"head":[31],"classification.":[32],"To":[33],"promote":[34,118],"the":[35,38,61,71,85,102,109,119,122,124,131,138,143,148,155,158],"discriminability":[36,106],"model,":[40,123],"novel":[42],"local":[43],"constraint":[44,76],"label":[46,78],"embedding":[47,79],"multi-layer":[48,62],"model":[51],"called":[52],"LCLM-MDL":[53],"proposed":[55],"this":[57],"study.":[58],"Based":[59],"on":[60,70,151],"framework,":[65],"two":[66,86],"dictionaries":[67,87],"are":[68,88],"built":[69],"basis":[72],"Laplacian":[74],"regularized":[75],"term":[80],"each":[82,91],"layer,":[83],"approximated":[89],"other":[92],"as":[93,95,98],"much":[94],"possible,":[96],"so":[97],"well":[100],"exploit":[101],"nonlinear":[103],"structure":[104],"features":[107],"morphology":[110],"heads.":[114],"In":[115],"addition,":[116],"robustness":[120],"asymmetric":[125],"Huber":[126],"loss":[127],"adopted":[129],"last":[132],"layer":[133],"LCLM-MDL,":[135],"which":[136],"approximates":[137],"misclassification":[139],"error":[140,145],"by":[141],"using":[142],"absolute":[144],"function.":[146],"Finally,":[147],"experimental":[149],"results":[150],"HuSHeM":[152],"dataset":[153],"demonstrate":[154],"validity":[156],"LCLM-MDL.":[159]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}