{"id":"https://openalex.org/W4311415482","doi":"https://doi.org/10.1109/dcis55711.2022.9970064","title":"Exploration of Realtime Brain tumor classification from Hyperspectral Images in Heterogeneous Embedded MPSoC","display_name":"Exploration of Realtime Brain tumor classification from Hyperspectral Images in Heterogeneous Embedded MPSoC","publication_year":2022,"publication_date":"2022-11-16","ids":{"openalex":"https://openalex.org/W4311415482","doi":"https://doi.org/10.1109/dcis55711.2022.9970064"},"language":"en","primary_location":{"id":"doi:10.1109/dcis55711.2022.9970064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dcis55711.2022.9970064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 37th Conference on Design of Circuits and Integrated Circuits (DCIS)","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/A5024011229","display_name":"Pallab Sutradhar","orcid":"https://orcid.org/0000-0002-5731-5199"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Pallab Sutradhar","raw_affiliation_strings":["Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031"],"affiliations":[{"raw_affiliation_string":"Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005664531","display_name":"Jaime Sancho","orcid":"https://orcid.org/0000-0001-8767-6596"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jaime Sancho","raw_affiliation_strings":["Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031"],"affiliations":[{"raw_affiliation_string":"Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091313837","display_name":"Manuel Villa","orcid":"https://orcid.org/0000-0001-7000-6289"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manuel Villa","raw_affiliation_strings":["Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031"],"affiliations":[{"raw_affiliation_string":"Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050579303","display_name":"Alberto Mart\u00edn-P\u00e9rez","orcid":"https://orcid.org/0000-0003-4715-6814"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alberto Martin-Perez","raw_affiliation_strings":["Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031"],"affiliations":[{"raw_affiliation_string":"Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009031856","display_name":"Guillermo V\u00e1zquez","orcid":"https://orcid.org/0000-0001-5821-0877"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guillermo Vazquez","raw_affiliation_strings":["Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031"],"affiliations":[{"raw_affiliation_string":"Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059637395","display_name":"Gonzalo Rosa","orcid":"https://orcid.org/0000-0002-3236-1236"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gonzalo Rosa","raw_affiliation_strings":["Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031"],"affiliations":[{"raw_affiliation_string":"Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057348791","display_name":"Alejandro Mart\u00ednez de Ternero","orcid":"https://orcid.org/0000-0003-2668-2903"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alejandro Martinez de Ternero","raw_affiliation_strings":["Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031"],"affiliations":[{"raw_affiliation_string":"Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047782303","display_name":"Luis Jim\u00e9nez\u2010Rold\u00e1n","orcid":"https://orcid.org/0000-0002-9864-0385"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luis Jimenez-Roldan","raw_affiliation_strings":["Instituto de Investigaci&#x00F3;n Sanitaria Hospital,Madrid,Spain,28041"],"affiliations":[{"raw_affiliation_string":"Instituto de Investigaci&#x00F3;n Sanitaria Hospital,Madrid,Spain,28041","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028696041","display_name":"\u00c1ngel P\u00e9rez\u2010N\u00fa\u00f1ez","orcid":"https://orcid.org/0000-0002-2391-6586"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angel Perez-Nunez","raw_affiliation_strings":["Instituto de Investigaci&#x00F3;n Sanitaria Hospital,Madrid,Spain,28041"],"affiliations":[{"raw_affiliation_string":"Instituto de Investigaci&#x00F3;n Sanitaria Hospital,Madrid,Spain,28041","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022382568","display_name":"Alfonso Lagares","orcid":"https://orcid.org/0000-0003-3996-0554"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alfonso Lagares","raw_affiliation_strings":["Instituto de Investigaci&#x00F3;n Sanitaria Hospital,Madrid,Spain,28041"],"affiliations":[{"raw_affiliation_string":"Instituto de Investigaci&#x00F3;n Sanitaria Hospital,Madrid,Spain,28041","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034957952","display_name":"Miguel Chavarr\u00edas","orcid":"https://orcid.org/0000-0003-0280-3440"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Miguel Chavarrias","raw_affiliation_strings":["Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031"],"affiliations":[{"raw_affiliation_string":"Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073876341","display_name":"Eduardo Ju\u00e1rez","orcid":"https://orcid.org/0000-0002-6096-1511"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eduardo Juarez","raw_affiliation_strings":["Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031"],"affiliations":[{"raw_affiliation_string":"Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004708657","display_name":"C. Sanz","orcid":"https://orcid.org/0000-0002-2411-9132"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cesar Sanz","raw_affiliation_strings":["Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031"],"affiliations":[{"raw_affiliation_string":"Research Center on Software Technologies and Multimedia Systems. Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain,28031","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5024011229"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.183,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48810593,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10689","display_name":"Remote-Sensing Image Classification","score":0.992900013923645,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mpsoc","display_name":"MPSoC","score":0.9418846964836121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8146043419837952},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7203204035758972},{"id":"https://openalex.org/keywords/multiprocessing","display_name":"Multiprocessing","score":0.5789533853530884},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.5759404301643372},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.534794270992279},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5266073942184448},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.513009250164032},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4242209792137146},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.37358254194259644},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.3314565420150757},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2275957465171814},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20909947156906128},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0816018283367157}],"concepts":[{"id":"https://openalex.org/C2777187653","wikidata":"https://www.wikidata.org/wiki/Q975106","display_name":"MPSoC","level":3,"score":0.9418846964836121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8146043419837952},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7203204035758972},{"id":"https://openalex.org/C4822641","wikidata":"https://www.wikidata.org/wiki/Q846651","display_name":"Multiprocessing","level":2,"score":0.5789533853530884},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.5759404301643372},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.534794270992279},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5266073942184448},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.513009250164032},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4242209792137146},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.37358254194259644},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.3314565420150757},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2275957465171814},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20909947156906128},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0816018283367157}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dcis55711.2022.9970064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dcis55711.2022.9970064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 37th Conference on Design of Circuits and Integrated Circuits (DCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2386057015","https://openalex.org/W2746400682","https://openalex.org/W2747934308","https://openalex.org/W2759380727","https://openalex.org/W2913763165","https://openalex.org/W2947976683","https://openalex.org/W2974386314","https://openalex.org/W2988242939","https://openalex.org/W3033831570","https://openalex.org/W3099020253","https://openalex.org/W3107881592","https://openalex.org/W3165128717","https://openalex.org/W4206169815","https://openalex.org/W4214679098","https://openalex.org/W6758841166","https://openalex.org/W6786213667"],"related_works":["https://openalex.org/W4281711577","https://openalex.org/W2178653557","https://openalex.org/W2106200299","https://openalex.org/W2994908368","https://openalex.org/W2502691491","https://openalex.org/W1976012348","https://openalex.org/W2002682434","https://openalex.org/W2137671689","https://openalex.org/W4387782849","https://openalex.org/W2120080222"],"abstract_inverted_index":{"With":[0],"the":[1,4,10,20,48,78,90,117,123,143,151,154,158,183,188,192,196,205,214,218,227,240],"growth":[2],"in":[3,101,116],"complexity":[5],"of":[6,13,64,70,80,92,105,145,153,157,182,191,239],"image":[7,58,83,148,173,242],"processing":[8,14,59,112,178,185],"algorithms,":[9],"computational":[11],"power":[12],"systems":[15],"must":[16],"keep":[17],"up":[18],"with":[19,195],"requirements.":[21],"To":[22,89],"respond":[23],"to":[24,33,61,74,141,169],"ubiquitous,":[25],"spatial":[26],"or":[27],"energy":[28],"constrained":[29],"environments,":[30],"developers":[31],"turn":[32],"specific":[34],"embedded":[35,87],"systems.":[36],"In":[37,108],"this":[38,71,95,106,109],"work,":[39],"a":[40,128,231],"multiprocessor":[41],"system-on-chip":[42],"(MPSoC)":[43],"ZCU102":[44,228],"Evaluation":[45],"Kit":[46],"from":[47],"Xilinx":[49],"Zynq":[50],"Ultrascale+":[51],"family":[52],"is":[53,73,139,198,202,207,230],"used":[54,121,140],"for":[55,134,234],"hyperspectral":[56],"(HS)":[57],"dedicated":[60],"real-time":[62],"classification":[63,84,159,163,243],"brain":[65],"tissue.":[66],"Another":[67],"main":[68],"objective":[69],"work":[72],"analyze":[75],"and":[76,122,127,150,200,237],"compare":[77],"performance":[79],"realtime":[81],"HS":[82,172,241],"between":[85],"different":[86],"platforms.":[88],"best":[91],"our":[93],"knowledge,":[94],"has":[96],"not":[97],"been":[98,120,132],"done":[99],"before":[100],"any":[102],"MPSoC":[103,118],"environment":[104],"type.":[107],"case,":[110],"four":[111],"elements":[113],"(PE)":[114],"present":[115],"have":[119,131],"ARM":[124,137,219],"Cortex-A53":[125],"processor":[126,138],"high-end":[129],"FPGA":[130,197,229],"selected":[133],"experimentation.":[135],"The":[136,161,175],"govern":[142],"acquisition":[144],"high":[146],"speed":[147],"frames":[149],"implementation":[152,236],"complete":[155],"chain":[156],"process.":[160],"full":[162],"process":[164,244],"takes":[165],"around":[166],"586":[167],"ms":[168],"classify":[170],"an":[171],"frame.":[174],"spectral":[176,193],"correction":[177,194],"block":[179],"represents":[180],"40%":[181],"total":[184],"time.":[186],"Next,":[187],"possible":[189],"speed-up":[190,206],"explored":[199],"it":[201,222],"found":[203],"that":[204,226],"more":[208],"than":[209,213],"5":[210],"times":[211],"faster":[212],"time":[215],"taken":[216],"by":[217],"processor.":[220],"Therefore,":[221],"can":[223],"be":[224],"concluded":[225],"potential":[232],"candidate":[233],"further":[235],"experimentation":[238],"chain.":[245]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
