{"id":"https://openalex.org/W4392025245","doi":"https://doi.org/10.1109/aipr60534.2023.10440694","title":"Toward an automatic exploration of algorithm space to speed up image annotation for applications in scientific image understanding","display_name":"Toward an automatic exploration of algorithm space to speed up image annotation for applications in scientific image understanding","publication_year":2023,"publication_date":"2023-09-27","ids":{"openalex":"https://openalex.org/W4392025245","doi":"https://doi.org/10.1109/aipr60534.2023.10440694"},"language":"en","primary_location":{"id":"doi:10.1109/aipr60534.2023.10440694","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aipr60534.2023.10440694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)","raw_type":"proceedings-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/A5072096797","display_name":"Dirk Colbry","orcid":"https://orcid.org/0000-0003-0666-9883"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dirk Colbry","raw_affiliation_strings":["Michigan State University,Department of Computational Mathematics Science and Engineering","Department of Computational Mathematics Science and Engineering, Michigan State University"],"affiliations":[{"raw_affiliation_string":"Michigan State University,Department of Computational Mathematics Science and Engineering","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Department of Computational Mathematics Science and Engineering, Michigan State University","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5072096797"],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20448551,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991999864578247,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9958999752998352,"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/image","display_name":"Image (mathematics)","score":0.6575846076011658},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.6505110263824463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6349614262580872},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.497761994600296},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4836593568325043},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45737338066101074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45724228024482727},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.3505023717880249},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34799355268478394}],"concepts":[{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6575846076011658},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.6505110263824463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6349614262580872},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.497761994600296},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4836593568325043},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45737338066101074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45724228024482727},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.3505023717880249},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34799355268478394},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aipr60534.2023.10440694","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aipr60534.2023.10440694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1508404128","https://openalex.org/W1999478155","https://openalex.org/W2015159529","https://openalex.org/W2050763737","https://openalex.org/W2109042184","https://openalex.org/W2114808114","https://openalex.org/W2118246710","https://openalex.org/W2762297569","https://openalex.org/W2768701195","https://openalex.org/W4297683907","https://openalex.org/W6663114006","https://openalex.org/W6676279030","https://openalex.org/W6677790645","https://openalex.org/W6679820939","https://openalex.org/W6742999825"],"related_works":["https://openalex.org/W2566406229","https://openalex.org/W3177930984","https://openalex.org/W2052697133","https://openalex.org/W2119028572","https://openalex.org/W2152482390","https://openalex.org/W2376984068","https://openalex.org/W2076896210","https://openalex.org/W2365617273","https://openalex.org/W2506386910","https://openalex.org/W2117928543"],"abstract_inverted_index":{"This":[0,143],"project":[1],"demonstrates":[2,30],"a":[3,37,53,67,153],"new":[4],"image":[5,17,34,157],"analysis":[6],"approach":[7,27,165],"to":[8,45,55,70,131,141,162,166],"help":[9],"researchers":[10,124],"navigate":[11],"the":[12,31,56,81,123,126,135,164],"large":[13],"search":[14,71],"space":[15],"of":[16,25,33,149,155],"annotation":[18,168],"algorithms":[19,137],"and":[20,48,60,65,98,103,128,133,159],"their":[21],"hyperparameters.":[22],"A":[23],"prototype":[24],"this":[26],"(called":[28],"SEE-Segment)":[29],"exploration":[32],"segmentation":[35,136],"using":[36],"single":[38],"training":[39],"example,":[40],"although":[41],"it":[42],"is":[43,89,93],"expected":[44],"have":[46],"overfitting":[47],"generalization":[49],"problems.":[50],"SEE-Segment":[51,88,97,112,151],"implements":[52],"solution":[54],"Combined":[57],"Algorithm":[58],"Selection":[59],"Hyperparameter":[61],"(CASH)":[62],"Optimization":[63],"problem":[64],"uses":[66],"genetic":[68],"algorithm":[69],"an":[72,118,172],"\"algorithm":[73],"space\"":[74],"for":[75,80],"solutions":[76],"that":[77,92,121,138],"may":[78],"work":[79,144],"provided":[82],"problem.":[83],"The":[84],"output":[85],"generated":[86],"by":[87,170],"standalone":[90],"code":[91],"not":[94],"dependent":[95],"on":[96,152],"can":[99,113],"easily":[100],"be":[101,115],"copied":[102],"pasted":[104],"into":[105],"researchers\u2019":[106],"existing":[107],"data":[108],"processing":[109],"workflows.":[110],"Thus,":[111],"also":[114],"seen":[116],"as":[117],"educational":[119],"tool":[120],"keeps":[122],"\"in":[125],"loop\"":[127],"helps":[129],"them":[130],"understand":[132],"use":[134],"are":[139],"available":[140],"them.":[142],"will":[145],"present":[146],"preliminary":[147],"results":[148],"running":[150],"variety":[154],"scientific":[156],"datasets":[158],"outline":[160],"procedures":[161],"extend":[163],"other":[167],"workflows":[169],"building":[171],"Image":[173],"Annotation":[174],"Grammar.":[175]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
