{"id":"https://openalex.org/W4407129589","doi":"https://doi.org/10.1109/cbmi62980.2024.10859223","title":"SAM in the Pipeline: Transforming Axis-Aligned to Oriented Bounding Boxes for Superior Sperm Detection","display_name":"SAM in the Pipeline: Transforming Axis-Aligned to Oriented Bounding Boxes for Superior Sperm Detection","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4407129589","doi":"https://doi.org/10.1109/cbmi62980.2024.10859223"},"language":"en","primary_location":{"id":"doi:10.1109/cbmi62980.2024.10859223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi62980.2024.10859223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5116144437","display_name":"P\u00e5l Andreas Hoven Bentsen","orcid":null},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"P\u00e5l Andreas Hoven Bentsen","raw_affiliation_strings":["University of Oslo,Oslo,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oslo,Oslo,Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022601521","display_name":"Steven A. Hicks","orcid":"https://orcid.org/0000-0002-3332-1201"},"institutions":[{"id":"https://openalex.org/I4210153474","display_name":"Simula Metropolitan Center for Digital Engineering","ror":"https://ror.org/04xtarr15","country_code":"NO","type":"nonprofit","lineage":["https://openalex.org/I184531372","https://openalex.org/I2799829267","https://openalex.org/I4210153474"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Steven Hicks","raw_affiliation_strings":["SimulaMet,Oslo,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SimulaMet,Oslo,Norway","institution_ids":["https://openalex.org/I4210153474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056252268","display_name":"Eric Jul","orcid":"https://orcid.org/0000-0003-0606-9511"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Eric Jul","raw_affiliation_strings":["University of Oslo,Oslo,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oslo,Oslo,Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088962741","display_name":"P\u00e5l Halvorsen","orcid":"https://orcid.org/0000-0003-2073-7029"},"institutions":[{"id":"https://openalex.org/I4210153474","display_name":"Simula Metropolitan Center for Digital Engineering","ror":"https://ror.org/04xtarr15","country_code":"NO","type":"nonprofit","lineage":["https://openalex.org/I184531372","https://openalex.org/I2799829267","https://openalex.org/I4210153474"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"P\u00e5l Halvorsen","raw_affiliation_strings":["SimulaMet & OsloMet,Oslo,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SimulaMet & OsloMet,Oslo,Norway","institution_ids":["https://openalex.org/I4210153474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034317141","display_name":"Vajira Thambawita","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153474","display_name":"Simula Metropolitan Center for Digital Engineering","ror":"https://ror.org/04xtarr15","country_code":"NO","type":"nonprofit","lineage":["https://openalex.org/I184531372","https://openalex.org/I2799829267","https://openalex.org/I4210153474"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Vajira Thambawita","raw_affiliation_strings":["SimulaMet,Oslo,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SimulaMet,Oslo,Norway","institution_ids":["https://openalex.org/I4210153474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12929","display_name":"Animal Genetics and Reproduction","score":0.7955999970436096,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12929","display_name":"Animal Genetics and Reproduction","score":0.7955999970436096,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7571370601654053},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.7443709969520569},{"id":"https://openalex.org/keywords/sperm","display_name":"Sperm","score":0.596640408039093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5693726539611816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19909942150115967},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13086256384849548},{"id":"https://openalex.org/keywords/andrology","display_name":"Andrology","score":0.09382486343383789},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07212650775909424}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7571370601654053},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.7443709969520569},{"id":"https://openalex.org/C2781087480","wikidata":"https://www.wikidata.org/wiki/Q17145","display_name":"Sperm","level":2,"score":0.596640408039093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5693726539611816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19909942150115967},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13086256384849548},{"id":"https://openalex.org/C16685009","wikidata":"https://www.wikidata.org/wiki/Q335057","display_name":"Andrology","level":1,"score":0.09382486343383789},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07212650775909424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cbmi62980.2024.10859223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi62980.2024.10859223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5244242995","display_name":null,"funder_award_id":"270053","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1878022715","https://openalex.org/W2032304803","https://openalex.org/W2138766561","https://openalex.org/W2592538491","https://openalex.org/W2763739959","https://openalex.org/W2790491902","https://openalex.org/W2952575795","https://openalex.org/W2954602225","https://openalex.org/W3024777192","https://openalex.org/W3108155159","https://openalex.org/W3114770394","https://openalex.org/W4206621942","https://openalex.org/W4318679853","https://openalex.org/W4362703401","https://openalex.org/W4375850866","https://openalex.org/W4382750990","https://openalex.org/W4387308381","https://openalex.org/W4390874575","https://openalex.org/W4391109864","https://openalex.org/W4393148024","https://openalex.org/W4403770406","https://openalex.org/W6717500511"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2009261355","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Sperm":[0],"analysis,":[1,42],"in":[2,46],"terms":[3],"of":[4,35,51],"finding":[5],"the":[6,33,47,56,77,88,145,167],"best":[7,57],"cells,":[8],"has":[9],"traditionally":[10],"been":[11],"performed":[12],"manually":[13],"and":[14,22,49,70,135],"is":[15],"slow,":[16],"expensive,":[17],"prone":[18],"to":[19,38,75,82,100,109,115,120,155,165],"human":[20],"error,":[21],"often":[23],"inconsistent":[24],"across":[25],"different":[26],"laboratory":[27],"technicians.":[28],"Our":[29,141],"research":[30],"focuses":[31],"on":[32,178],"use":[34,107],"artificial":[36],"intelligence":[37],"improve":[39,101],"computer-assisted":[40],"sperm":[41,62,79],"a":[43,97,136],"critical":[44],"aspect":[45],"diagnosis":[48],"treatment":[50],"male":[52],"fertility":[53],"issues.":[54],"Using":[55],"publicly":[58,137],"available":[59,138],"dataset":[60],"for":[61,174],"detection,":[63],"we":[64,106],"employ":[65],"novel":[66],"data":[67,147],"refining":[68],"techniques":[69],"state-of-the-art":[71,131],"object":[72,102,132],"detection":[73,80,103,133],"models":[74,134,158],"develop":[76],"best-performing":[78],"model":[81],"our":[83,127,150],"knowledge.":[84],"We":[85,125],"show":[86,143],"how":[87],"Segment":[89],"Anything":[90],"Model":[91],"(SAM)":[92],"can":[93,152],"be":[94,153],"used":[95,154],"as":[96,182],"data-refining":[98,128],"tool":[99],"datasets.":[104],"Additionally,":[105],"SAM":[108],"convert":[110],"Axis-Aligned":[111],"Bounding":[112,117],"Box":[113,118],"(AABB)":[114],"Oriented":[116],"(OBB)":[119],"get":[121],"more":[122],"descriptive":[123],"coordinates.":[124],"test":[126],"pipeline":[129,151],"with":[130],"sperm-tracking":[139],"dataset.":[140,169],"results":[142],"that":[144],"refined":[146],"coming":[148],"from":[149],"train":[156],"lighter":[157],"while":[159],"still":[160],"achieving":[161],"higher":[162],"accuracy":[163],"compared":[164],"using":[166],"original":[168],"This":[170],"also":[171],"enables":[172],"possibilities":[173],"running":[175],"high-quality":[176],"tracking":[177],"light":[179],"hardware,":[180],"such":[181],"consumer-grade":[183],"laptops.":[184]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}