{"id":"https://openalex.org/W2136043254","doi":"https://doi.org/10.1109/icip.2007.4379564","title":"Multiscale Variance-Stabilizing Transform for Mixed-Poisson-Gaussian Processes and its Applications in Bioimaging","display_name":"Multiscale Variance-Stabilizing Transform for Mixed-Poisson-Gaussian Processes and its Applications in Bioimaging","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2136043254","doi":"https://doi.org/10.1109/icip.2007.4379564","mag":"2136043254"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2007.4379564","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2007.4379564","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":true,"oa_status":"green","oa_url":"https://hal.science/hal-00196131","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019439707","display_name":"B. Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I157536573","display_name":"Institut Pasteur","ror":"https://ror.org/0495fxg12","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I157536573"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"B. Zhang","raw_affiliation_strings":["Institut Pasteur, URA CNRS 2582, Paris, France","Institute Pasteur, Paris,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Pasteur, URA CNRS 2582, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I157536573"]},{"raw_affiliation_string":"Institute Pasteur, Paris,","institution_ids":["https://openalex.org/I157536573"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109215397","display_name":"M.J. Fadili","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139483","display_name":"GREYC","ror":"https://ror.org/043749971","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I194210350","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210139483","https://openalex.org/I4210159245","https://openalex.org/I98702875"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. J. Fadili","raw_affiliation_strings":["Greyc, Caen, France","Equipe Image - Laboratoire GREYC - UMR6072"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Greyc, Caen, France","institution_ids":["https://openalex.org/I4210139483"]},{"raw_affiliation_string":"Equipe Image - Laboratoire GREYC - UMR6072","institution_ids":["https://openalex.org/I4210139483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008794792","display_name":"Jean\u2010Luc Starck","orcid":"https://orcid.org/0000-0003-2177-7794"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210127723","display_name":"Direction des Energies","ror":"https://ror.org/03cwzta72","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I4210127723"]},{"id":"https://openalex.org/I4210128565","display_name":"CEA Paris-Saclay","ror":"https://ror.org/03n15ch10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210128565"]},{"id":"https://openalex.org/I4210161954","display_name":"D\u00e9partement d'Informatique","ror":"https://ror.org/05y6rqs46","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210159245","https://openalex.org/I4210161954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J.-L. Starck","raw_affiliation_strings":["DAPNIA SEDI SAP CEA Saclay, Gif-sur-Yvette, France","D\u00e9partement d'Electronique, des D\u00e9tecteurs et d'Informatique (ex SEDI)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DAPNIA SEDI SAP CEA Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210127723","https://openalex.org/I4210128565"]},{"raw_affiliation_string":"D\u00e9partement d'Electronique, des D\u00e9tecteurs et d'Informatique (ex SEDI)","institution_ids":["https://openalex.org/I4210161954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003562216","display_name":"Jean\u2010Christophe Olivo\u2010Mar\u00edn","orcid":"https://orcid.org/0000-0001-6796-0696"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I157536573","display_name":"Institut Pasteur","ror":"https://ror.org/0495fxg12","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I157536573"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J.-C. Olivo-Marin","raw_affiliation_strings":["Institut Pasteur, UAIQ URA CNRS, Paris, France","Analyse d'Images Quantitative"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Pasteur, UAIQ URA CNRS, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I157536573"]},{"raw_affiliation_string":"Analyse d'Images Quantitative","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.1825,"has_fulltext":false,"cited_by_count":73,"citation_normalized_percentile":{"value":0.98999236,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"VI ","last_page":" 233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9951000213623047,"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/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9916999936103821,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.6310877799987793},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.6124866604804993},{"id":"https://openalex.org/keywords/poisson-distribution","display_name":"Poisson distribution","score":0.5292852520942688},{"id":"https://openalex.org/keywords/isotropy","display_name":"Isotropy","score":0.5130614042282104},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5108985304832458},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5107831954956055},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5010082721710205},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4636014699935913},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.44411057233810425},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4405444860458374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.430213987827301},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4114295244216919},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3330378532409668},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3137437105178833},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.28254175186157227},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.278290718793869},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24739956855773926},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.21727964282035828},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15422967076301575}],"concepts":[{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.6310877799987793},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.6124866604804993},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.5292852520942688},{"id":"https://openalex.org/C184050105","wikidata":"https://www.wikidata.org/wiki/Q273163","display_name":"Isotropy","level":2,"score":0.5130614042282104},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5108985304832458},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5107831954956055},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5010082721710205},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4636014699935913},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.44411057233810425},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4405444860458374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.430213987827301},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4114295244216919},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3330378532409668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3137437105178833},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.28254175186157227},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.278290718793869},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24739956855773926},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.21727964282035828},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15422967076301575},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2007.4379564","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2007.4379564","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"},{"id":"pmh:oai:HAL:hal-00196131v1","is_oa":true,"landing_page_url":"https://hal.science/hal-00196131","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE ICIP, 2007, San Antonio, United States. pp.233 - 236, &#x27E8;10.1109/ICIP.2007.4379564&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-00196131v1","is_oa":true,"landing_page_url":"https://hal.science/hal-00196131","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE ICIP, 2007, San Antonio, United States. pp.233 - 236, &#x27E8;10.1109/ICIP.2007.4379564&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1546168022","https://openalex.org/W1596515083","https://openalex.org/W2134188323","https://openalex.org/W2138461515","https://openalex.org/W2146404768","https://openalex.org/W2154332973","https://openalex.org/W2798681570","https://openalex.org/W6680703425"],"related_works":["https://openalex.org/W1488915263","https://openalex.org/W2077799587","https://openalex.org/W2081706695","https://openalex.org/W2138098899","https://openalex.org/W1546343339","https://openalex.org/W2749866257","https://openalex.org/W2312435285","https://openalex.org/W2379968129","https://openalex.org/W2021324322","https://openalex.org/W4234453648"],"abstract_inverted_index":{"Fluorescence":[0],"microscopy":[1],"images":[2],"are":[3],"contaminated":[4],"by":[5,15],"photon":[6],"and":[7,10,71,150],"readout":[8],"noises,":[9],"hence":[11],"can":[12,116,134],"be":[13,135],"described":[14],"mixed-Poisson-Gaussian":[16],"(MPG)":[17],"processes.":[18],"In":[19,77,107],"this":[20],"paper,":[21],"a":[22,32,37,42,58,91,120],"new":[23],"variance":[24],"stabilizing":[25],"transform":[26,55,147],"(VST)":[27],"is":[28,47,99],"designed":[29],"to":[30,57,101,119],"convert":[31],"filtered":[33],"MPG":[34],"process":[35,40],"into":[36],"near":[38],"Gaussian":[39],"with":[41,50],"constant":[43],"variance.":[44],"This":[45],"VST":[46,60],"then":[48],"combined":[49],"the":[51,64,78,88,104,108,114,124,129,140,144,152],"isotropic":[52],"undecimated":[53],"wavelet":[54,85],"leading":[56],"multiscale":[59],"(MS-VST).":[61],"We":[62],"demonstrate":[63],"usefulness":[65],"of":[66,90,128],"MS-VST":[67,115,141],"for":[68],"image":[69],"denoising":[70],"spot":[72,157],"detection":[73,130,153],"in":[74,131,148],"fluorescence":[75],"microscopy.":[76],"first":[79],"case,":[80,110],"we":[81,111],"detect":[82],"significant":[83],"Gaussianized":[84],"coefficients":[86],"under":[87],"control":[89],"false":[92,125],"discovery":[93],"rate.":[94],"A":[95],"sparsity-driven":[96],"iterative":[97],"scheme":[98,154],"proposed":[100],"properly":[102],"reconstruct":[103],"final":[105],"estimate.":[106],"second":[109],"show":[112,138],"that":[113,139,151],"also":[117],"lead":[118],"fluorescent-spot":[121],"detector,":[122],"where":[123],"positive":[126],"rate":[127],"pure":[132],"noise":[133],"controlled.":[136],"Experiments":[137],"approach":[142],"outperforms":[143],"generalized":[145],"Anscombe":[146],"denoising,":[149],"allows":[155],"efficient":[156],"extraction":[158],"from":[159],"complex":[160],"background.":[161]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
