{"id":"https://openalex.org/W2605486153","doi":"https://doi.org/10.1109/tgrs.2017.2689018","title":"Superpixel-Based Multiple Local CNN for Panchromatic and Multispectral Image Classification","display_name":"Superpixel-Based Multiple Local CNN for Panchromatic and Multispectral Image Classification","publication_year":2017,"publication_date":"2017-04-19","ids":{"openalex":"https://openalex.org/W2605486153","doi":"https://doi.org/10.1109/tgrs.2017.2689018","mag":"2605486153"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2017.2689018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2017.2689018","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-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/A5101855971","display_name":"Wei Zhao","orcid":"https://orcid.org/0000-0002-3575-473X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Zhao","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050630882","display_name":"Licheng Jiao","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Licheng Jiao","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065027008","display_name":"Wenping Ma","orcid":"https://orcid.org/0000-0001-8872-2195"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenping Ma","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090052616","display_name":"Jiaqi Zhao","orcid":"https://orcid.org/0000-0002-3564-5090"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Zhao","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038112478","display_name":"Jin Zhao","orcid":"https://orcid.org/0000-0003-4456-2278"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Zhao","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100757725","display_name":"Hongying Liu","orcid":"https://orcid.org/0000-0002-8475-2749"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongying Liu","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681906","display_name":"Xianghai Cao","orcid":"https://orcid.org/0000-0003-0997-4664"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianghai Cao","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100764373","display_name":"Shuyuan Yang","orcid":"https://orcid.org/0000-0002-4796-5737"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyuan Yang","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding, International Research Center of Intelligent Perception and Computation, Ministry of Education of China, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101855971"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":15.8715,"has_fulltext":false,"cited_by_count":134,"citation_normalized_percentile":{"value":0.99032574,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"55","issue":"7","first_page":"4141","last_page":"4156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9995999932289124,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9995999932289124,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9958999752998352,"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/panchromatic-film","display_name":"Panchromatic film","score":0.9719648361206055},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.9027214050292969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6687765121459961},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6600097417831421},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49703171849250793},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.48677492141723633},{"id":"https://openalex.org/keywords/multispectral-pattern-recognition","display_name":"Multispectral pattern recognition","score":0.47578155994415283},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43936020135879517},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.40632402896881104},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.38551926612854004},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18538904190063477}],"concepts":[{"id":"https://openalex.org/C107445234","wikidata":"https://www.wikidata.org/wiki/Q280995","display_name":"Panchromatic film","level":3,"score":0.9719648361206055},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.9027214050292969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6687765121459961},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6600097417831421},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49703171849250793},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.48677492141723633},{"id":"https://openalex.org/C104541649","wikidata":"https://www.wikidata.org/wiki/Q6935090","display_name":"Multispectral pattern recognition","level":3,"score":0.47578155994415283},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43936020135879517},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.40632402896881104},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.38551926612854004},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18538904190063477}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2017.2689018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2017.2689018","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2559168354","display_name":null,"funder_award_id":"91438201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7752695167","display_name":null,"funder_award_id":"91438103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W972828337","https://openalex.org/W1521436688","https://openalex.org/W1533861849","https://openalex.org/W1553305639","https://openalex.org/W1624980979","https://openalex.org/W1654063000","https://openalex.org/W1665214252","https://openalex.org/W1843514792","https://openalex.org/W1904365287","https://openalex.org/W1932624639","https://openalex.org/W1952506714","https://openalex.org/W1958291604","https://openalex.org/W2003059629","https://openalex.org/W2007422950","https://openalex.org/W2018257962","https://openalex.org/W2028104478","https://openalex.org/W2029316659","https://openalex.org/W2066916495","https://openalex.org/W2090424610","https://openalex.org/W2090530010","https://openalex.org/W2104242171","https://openalex.org/W2105090634","https://openalex.org/W2105602976","https://openalex.org/W2106587382","https://openalex.org/W2110161540","https://openalex.org/W2118246710","https://openalex.org/W2132361385","https://openalex.org/W2133059825","https://openalex.org/W2146337213","https://openalex.org/W2150045166","https://openalex.org/W2154789478","https://openalex.org/W2155893237","https://openalex.org/W2163605009","https://openalex.org/W2163607262","https://openalex.org/W2241675565","https://openalex.org/W2291068538","https://openalex.org/W2301847393","https://openalex.org/W2302265399","https://openalex.org/W2312674856","https://openalex.org/W2339179587","https://openalex.org/W2345055757","https://openalex.org/W2370317051","https://openalex.org/W2397078533","https://openalex.org/W2412588858","https://openalex.org/W2412925410","https://openalex.org/W2414425402","https://openalex.org/W2462592242","https://openalex.org/W2919115771","https://openalex.org/W4231109964","https://openalex.org/W6625537473","https://openalex.org/W6631943919","https://openalex.org/W6633088995","https://openalex.org/W6637242042","https://openalex.org/W6640036494","https://openalex.org/W6640835329","https://openalex.org/W6654911204","https://openalex.org/W6681686951","https://openalex.org/W6684191040","https://openalex.org/W6697798680","https://openalex.org/W6697828997"],"related_works":["https://openalex.org/W2124952510","https://openalex.org/W1502637513","https://openalex.org/W2013199662","https://openalex.org/W2158394102","https://openalex.org/W2375311607","https://openalex.org/W1930929277","https://openalex.org/W2240559849","https://openalex.org/W4385690043","https://openalex.org/W1766703137","https://openalex.org/W2055006591"],"abstract_inverted_index":{"Recently,":[0],"very":[1],"high":[2],"resolution":[3],"(VHR)":[4],"panchromatic":[5,40,50,71,98,235],"and":[6,24,37,41,57,72,76,99,126,147,205,219,233,236],"multispectral":[7],"(MS)":[8],"remote-sensing":[9],"images":[10,101,125],"can":[11],"be":[12],"acquired":[13],"easily.":[14],"However,":[15],"it":[16],"is":[17,46,66,160,166,178],"still":[18],"a":[19,49,60,88,152,210],"challenging":[20],"task":[21],"to":[22,47,52,67,105,168,180,195,222],"fuse":[23],"classify":[25,59,181],"these":[26,79,182],"VHR":[27],"images.":[28,43],"Generally,":[29],"there":[30],"are":[31,130],"two":[32],"ways":[33],"for":[34,81,97,112,122],"the":[35,107,113,133,145,197,201,216,224,229,243,246],"fusion":[36],"classification":[38,202,225,230],"of":[39,109,138,144,150,231,245],"MS":[42,55,62,73,100,124,237],"One":[44],"way":[45,65],"use":[48],"image":[51,238],"sharpen":[53],"an":[54,163,170],"image,":[56],"then":[58,77],"pan-sharpened":[61],"image.":[63],"Another":[64],"extract":[68,169],"features":[69,80,183],"from":[70],"images,":[74],"respectively,":[75],"combine":[78],"classification.":[82,102],"In":[83,103],"this":[84],"paper,":[85],"we":[86,115,208],"propose":[87,209],"superpixel-based":[89,153],"multiple":[90,154,186],"local":[91,155,187],"convolution":[92],"neural":[93],"network":[94],"(SML-CNN)":[95],"model":[96,165],"order":[104,194],"reduce":[106],"amount":[108],"input":[110],"data":[111,239],"CNN,":[114],"extend":[116],"simple":[117],"linear":[118],"iterative":[119],"clustering":[120],"algorithm":[121],"segmenting":[123],"generating":[127],"superpixels.":[128],"Superpixels":[129],"taken":[131],"as":[132],"basic":[134],"analysis":[135],"unit":[136],"instead":[137],"pixels.":[139],"To":[140],"make":[141],"full":[142],"advantage":[143],"spatial-spectral":[146],"environment":[148],"information":[149,218,221],"superpixels,":[151,207],"regions":[156],"joint":[157,172],"representation":[158],"method":[159],"proposed.":[161],"Then,":[162],"SML-CNN":[164],"established":[167],"efficient":[171],"feature":[173],"representation.":[174],"A":[175],"softmax":[176],"layer":[177],"used":[179],"learned":[184],"by":[185],"CNN":[188],"into":[189],"different":[190],"categories.":[191],"Finally,":[192],"in":[193],"eliminate":[196],"adverse":[198],"effects":[199],"on":[200,228],"results":[203],"within":[204],"between":[206],"multi-information":[211],"modification":[212],"strategy":[213],"that":[214],"combines":[215],"detailed":[217],"semantic":[220],"improve":[223],"performance.":[226],"Experiments":[227],"Vancouver":[232],"Xi\u2019an":[234],"sets":[240],"have":[241],"demonstrated":[242],"effectiveness":[244],"proposed":[247],"approach.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":24},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
