{"id":"https://openalex.org/W4255323523","doi":"https://doi.org/10.1109/icip.2007.4379567","title":"Efficient Acquisition and Learning of Fluorescence Microscope Data Models","display_name":"Efficient Acquisition and Learning of Fluorescence Microscope Data Models","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W4255323523","doi":"https://doi.org/10.1109/icip.2007.4379567"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2007.4379567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2007.4379567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Image Processing","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/A5082744675","display_name":"C. S. Jackson","orcid":"https://orcid.org/0000-0002-2870-4494"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles Jackson","raw_affiliation_strings":["Department of Biomedical Engineering and Center for Bioimage Informatics, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Center for Bioimage Informatics, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061773929","display_name":"Robert F. Murphy","orcid":"https://orcid.org/0000-0003-0358-901X"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert F. Murphy","raw_affiliation_strings":["Department of Biological Sciences and Department of Machine Learning, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences and Department of Machine Learning, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101863660","display_name":"Jelena Kova\u010devi\u0107","orcid":"https://orcid.org/0000-0003-0139-2803"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jelena Kovacevic","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, US","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.36740331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"14","issue":null,"first_page":"VI ","last_page":" 245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9969000220298767,"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/computer-science","display_name":"Computer science","score":0.7272640466690063},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.5957635641098022},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5876043438911438},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5781763195991516},{"id":"https://openalex.org/keywords/microscope","display_name":"Microscope","score":0.529805064201355},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5167890787124634},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.48420193791389465},{"id":"https://openalex.org/keywords/photobleaching","display_name":"Photobleaching","score":0.4790983498096466},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.43288007378578186},{"id":"https://openalex.org/keywords/temporal-resolution","display_name":"Temporal resolution","score":0.42431601881980896},{"id":"https://openalex.org/keywords/fluorescence-microscope","display_name":"Fluorescence microscope","score":0.41318899393081665},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4125574231147766},{"id":"https://openalex.org/keywords/fluorescence","display_name":"Fluorescence","score":0.30865058302879333},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.20826539397239685},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13499268889427185}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7272640466690063},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.5957635641098022},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5876043438911438},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5781763195991516},{"id":"https://openalex.org/C67649825","wikidata":"https://www.wikidata.org/wiki/Q196538","display_name":"Microscope","level":2,"score":0.529805064201355},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5167890787124634},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.48420193791389465},{"id":"https://openalex.org/C31332276","wikidata":"https://www.wikidata.org/wiki/Q899750","display_name":"Photobleaching","level":3,"score":0.4790983498096466},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.43288007378578186},{"id":"https://openalex.org/C119666444","wikidata":"https://www.wikidata.org/wiki/Q5977280","display_name":"Temporal resolution","level":2,"score":0.42431601881980896},{"id":"https://openalex.org/C169274487","wikidata":"https://www.wikidata.org/wiki/Q840211","display_name":"Fluorescence microscope","level":3,"score":0.41318899393081665},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4125574231147766},{"id":"https://openalex.org/C91881484","wikidata":"https://www.wikidata.org/wiki/Q191807","display_name":"Fluorescence","level":2,"score":0.30865058302879333},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.20826539397239685},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13499268889427185},{"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/icip.2007.4379567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2007.4379567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Image Processing","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":3,"referenced_works":["https://openalex.org/W1601798363","https://openalex.org/W2113127660","https://openalex.org/W2134452374"],"related_works":["https://openalex.org/W4284977144","https://openalex.org/W2105288048","https://openalex.org/W2050226576","https://openalex.org/W4362562564","https://openalex.org/W4248117623","https://openalex.org/W4280496049","https://openalex.org/W2042938989","https://openalex.org/W2883259687","https://openalex.org/W2947895456","https://openalex.org/W2029779669"],"abstract_inverted_index":{"We":[0,62],"present":[1],"a":[2,64],"method":[3],"for":[4,13,66],"efficient":[5],"acquisition":[6,30],"of":[7],"fluorescence":[8],"microscope":[9],"datasets,":[10],"to":[11,28,31,36,53,57],"allow":[12],"higher":[14],"spatial":[15],"and":[16,19,68,79],"temporal":[17],"resolution,":[18],"with":[20],"less":[21],"damage":[22],"from":[23,75,82],"photobleaching.":[24],"Our":[25],"proposal":[26],"is":[27],"restrict":[29],"regions":[32],"where":[33],"we":[34,47],"expect":[35],"find":[37],"an":[38,50],"object.":[39],"Given":[40],"that":[41],"the":[42],"objects":[43],"are":[44],"continuously":[45],"moving,":[46],"must":[48],"have":[49],"accurate":[51],"model":[52],"describe":[54],"objects'":[55],"motion":[56,71],"predict":[58],"their":[59],"future":[60],"locations.":[61],"outline":[63],"system":[65],"learning":[67],"applying":[69],"this":[70],"model,":[72],"provide":[73],"details":[74],"some":[76],"simple":[77],"simulations,":[78],"summarize":[80],"results":[81],"more":[83],"complex":[84],"applications.":[85]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
