{"id":"https://openalex.org/W2112033587","doi":"https://doi.org/10.1109/acc.2015.7171873","title":"A fast image reconstruction algorithm for compressed sensing-based atomic force microscopy","display_name":"A fast image reconstruction algorithm for compressed sensing-based atomic force microscopy","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2112033587","doi":"https://doi.org/10.1109/acc.2015.7171873","mag":"2112033587"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2015.7171873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7171873","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","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/A5101032185","display_name":"Yufan Luo","orcid":"https://orcid.org/0009-0007-3773-4912"},"institutions":[{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yufan Luo","raw_affiliation_strings":["Division of Systems Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Systems Engineering","institution_ids":["https://openalex.org/I4210116219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081816980","display_name":"Sean B. Andersson","orcid":"https://orcid.org/0000-0001-7575-3507"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sean B. Andersson","raw_affiliation_strings":["Department of Mechanical Engineering, Boston University, Boston, MA","Division of Systems Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Boston University, Boston, MA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Division of Systems Engineering","institution_ids":["https://openalex.org/I4210116219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.3134,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.97061662,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3503","last_page":"3508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9994999766349792,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9991999864578247,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.7112732529640198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6463871598243713},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.6016255617141724},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.552971601486206},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5494592785835266},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5465173721313477},{"id":"https://openalex.org/keywords/atomic-force-microscopy","display_name":"Atomic force microscopy","score":0.5271154046058655},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5028278231620789},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.484052836894989},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.437042236328125},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.42661014199256897},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4250933527946472},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.41706326603889465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34886327385902405},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.27452725172042847},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14517393708229065},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12885159254074097},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.07682469487190247}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.7112732529640198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6463871598243713},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.6016255617141724},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.552971601486206},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5494592785835266},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5465173721313477},{"id":"https://openalex.org/C102951782","wikidata":"https://www.wikidata.org/wiki/Q49295","display_name":"Atomic force microscopy","level":2,"score":0.5271154046058655},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5028278231620789},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.484052836894989},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.437042236328125},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.42661014199256897},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4250933527946472},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.41706326603889465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34886327385902405},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.27452725172042847},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14517393708229065},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12885159254074097},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.07682469487190247},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2015.7171873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7171873","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","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":25,"referenced_works":["https://openalex.org/W1968321705","https://openalex.org/W1987015208","https://openalex.org/W1999434706","https://openalex.org/W2018209753","https://openalex.org/W2041589068","https://openalex.org/W2042028590","https://openalex.org/W2047970238","https://openalex.org/W2049819383","https://openalex.org/W2056219492","https://openalex.org/W2069702638","https://openalex.org/W2088216802","https://openalex.org/W2096613063","https://openalex.org/W2100115174","https://openalex.org/W2103012681","https://openalex.org/W2109357213","https://openalex.org/W2119667497","https://openalex.org/W2149116338","https://openalex.org/W2153663612","https://openalex.org/W2164452299","https://openalex.org/W2167863951","https://openalex.org/W2168717647","https://openalex.org/W3150248096","https://openalex.org/W4212783130","https://openalex.org/W4233413206","https://openalex.org/W4235713725"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W2810730439","https://openalex.org/W4300044672","https://openalex.org/W1881631164","https://openalex.org/W2358292267","https://openalex.org/W2378166785","https://openalex.org/W1964277756","https://openalex.org/W2465351041","https://openalex.org/W2896778670"],"abstract_inverted_index":{"The":[0,29,119],"idea":[1],"of":[2,18,63,68,81],"compressed":[3],"sensing":[4],"(CS)":[5],"can":[6,107],"be":[7,23,108],"applied":[8],"to":[9,14,22,51],"atomic":[10],"force":[11],"microscopy":[12],"(AFM)":[13],"reduce":[15],"the":[16,82,98],"amount":[17],"data":[19,30],"that":[20],"needs":[21,50],"sampled":[24],"for":[25,87,104],"accurate":[26],"image":[27,48,88,105,117],"reconstruction.":[28],"sampling":[31],"strategy":[32],"and":[33,71,101],"measurement":[34],"matrix":[35],"design":[36],"in":[37,42,66,93,116],"AFM":[38],"have":[39],"been":[40],"discussed":[41],"previous":[43],"work.":[44],"However,":[45],"standard":[46],"CS":[47,92],"recovery":[49],"solve":[52],"a":[53,61,78,113],"large":[54],"size":[55],"convex":[56],"optimization":[57],"problem,":[58],"which":[59],"requires":[60],"lot":[62],"computational":[64,99],"resources":[65],"terms":[67],"both":[69],"time":[70,100],"memory.":[72],"In":[73],"this":[74,96],"paper,":[75],"we":[76],"propose":[77],"new":[79],"variant":[80],"Matching":[83],"Pursuit":[84],"(MP)":[85],"algorithm":[86,121],"reconstruction":[89,106],"based":[90],"on":[91],"AFM.":[94],"With":[95],"algorithm,":[97],"memory":[102],"space":[103],"reduced":[109],"significantly":[110],"with":[111],"only":[112],"small":[114],"loss":[115],"quality.":[118],"proposed":[120],"is":[122],"demonstrated":[123],"through":[124],"MATLAB":[125],"simulation.":[126]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}