{"id":"https://openalex.org/W4404295226","doi":"https://doi.org/10.1109/mmsp61759.2024.10743884","title":"Parametric Modeling and Estimation of Photon Registrations for 3D Imaging","display_name":"Parametric Modeling and Estimation of Photon Registrations for 3D Imaging","publication_year":2024,"publication_date":"2024-10-02","ids":{"openalex":"https://openalex.org/W4404295226","doi":"https://doi.org/10.1109/mmsp61759.2024.10743884"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp61759.2024.10743884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp61759.2024.10743884","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP)","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/A5055448383","display_name":"Weijian Zhang","orcid":"https://orcid.org/0009-0007-4428-1894"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Weijian Zhang","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University,West Lafayette,USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University,West Lafayette,USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020821388","display_name":"Hashan K. Weerasooriya","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hashan K. Weerasooriya","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University,West Lafayette,USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University,West Lafayette,USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093828049","display_name":"Prateek Chennuri","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prateek Chennuri","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University,West Lafayette,USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University,West Lafayette,USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007938446","display_name":"Stanley H. Chan","orcid":"https://orcid.org/0000-0001-5876-2073"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stanley H. Chan","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University,West Lafayette,USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University,West Lafayette,USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055448383"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":0.2095,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50723933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9945999979972839,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9945999979972839,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.939300000667572,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.7157365083694458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5689306855201721},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5487894415855408},{"id":"https://openalex.org/keywords/parametric-model","display_name":"Parametric model","score":0.4584294557571411},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3462817668914795},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16758882999420166},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14637097716331482},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1401824653148651}],"concepts":[{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.7157365083694458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5689306855201721},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5487894415855408},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.4584294557571411},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3462817668914795},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16758882999420166},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14637097716331482},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1401824653148651},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mmsp61759.2024.10743884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp61759.2024.10743884","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W165072113","https://openalex.org/W250076511","https://openalex.org/W851256203","https://openalex.org/W1559917518","https://openalex.org/W1611437588","https://openalex.org/W1852016712","https://openalex.org/W2016984017","https://openalex.org/W2046980562","https://openalex.org/W2064757706","https://openalex.org/W2086699924","https://openalex.org/W2086961060","https://openalex.org/W2116966580","https://openalex.org/W2156260483","https://openalex.org/W2338693367","https://openalex.org/W2479691400","https://openalex.org/W2488945447","https://openalex.org/W2809049785","https://openalex.org/W2898257176","https://openalex.org/W2925057058","https://openalex.org/W2943353405","https://openalex.org/W2964223102","https://openalex.org/W2964306106","https://openalex.org/W2973538687","https://openalex.org/W2991860863","https://openalex.org/W3024020995","https://openalex.org/W3038685279","https://openalex.org/W3098506695","https://openalex.org/W3099254556","https://openalex.org/W3100586487","https://openalex.org/W3104943473","https://openalex.org/W3121908085","https://openalex.org/W4285193949","https://openalex.org/W4312535301","https://openalex.org/W4312788179","https://openalex.org/W4402753536"],"related_works":["https://openalex.org/W2289718384","https://openalex.org/W1995675544","https://openalex.org/W2509524819","https://openalex.org/W2012121796","https://openalex.org/W2068427817","https://openalex.org/W2952090425","https://openalex.org/W2538333368","https://openalex.org/W3127866798","https://openalex.org/W4294845631","https://openalex.org/W1518153952"],"abstract_inverted_index":{"In":[0,64],"single-photon":[1],"light":[2],"detection":[3],"and":[4,50,61,85,93,99],"ranging":[5],"(SP-LiDAR)":[6],"systems,":[7],"the":[8,18,26,30,39,69,119],"histogram":[9,110],"distortion":[10],"due":[11],"to":[12,88],"hardware":[13],"dead":[14,27],"time":[15,28],"fundamentally":[16],"limits":[17],"precision":[19],"of":[20],"depth":[21],"estimation.":[22],"To":[23],"compensate":[24],"for":[25],"effects,":[29],"photon":[31],"registration":[32],"distribution":[33],"is":[34,46,52],"typically":[35],"modeled":[36],"based":[37],"on":[38],"Markov":[40],"chain":[41],"self-exciting":[42],"process.":[43],"However,":[44],"this":[45,65],"a":[47,74,80,101],"discrete":[48],"process":[49],"it":[51],"computationally":[53],"expensive,":[54],"thus":[55],"hindering":[56],"potential":[57],"neural":[58],"network":[59],"applications":[60],"fast":[62],"simulations.":[63],"paper,":[66],"we":[67,107],"overcome":[68],"modeling":[70],"challenge":[71],"by":[72],"proposing":[73],"continuous":[75],"parametric":[76],"model.":[77],"We":[78],"introduce":[79],"Gaussian-uniform":[81],"mixture":[82],"model":[83],"(GUMM)":[84],"periodic":[86],"padding":[87],"address":[89],"high":[90],"noise":[91,94],"floors":[92],"slopes":[95],"respectively.":[96],"By":[97],"deriving":[98],"implementing":[100],"customized":[102],"expectation":[103],"maximization":[104],"(EM)":[105],"algorithm,":[106],"achieve":[108],"accurate":[109],"matching":[111],"in":[112,118],"scenarios":[113],"that":[114],"were":[115],"deemed":[116],"difficult":[117],"literature.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
