{"id":"https://openalex.org/W2071838176","doi":"https://doi.org/10.1145/2808492.2808516","title":"Deep sparse coding network for image classification","display_name":"Deep sparse coding network for image classification","publication_year":2015,"publication_date":"2015-08-19","ids":{"openalex":"https://openalex.org/W2071838176","doi":"https://doi.org/10.1145/2808492.2808516","mag":"2071838176"},"language":"en","primary_location":{"id":"doi:10.1145/2808492.2808516","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808492.2808516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Internet Multimedia Computing and Service","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/A5100870476","display_name":"Sijun Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sijun Zhou","raw_affiliation_strings":["IBM China Development Lab"],"affiliations":[{"raw_affiliation_string":"IBM China Development Lab","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033395835","display_name":"Shizhou Zhang","orcid":"https://orcid.org/0000-0003-3429-576X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shizhou Zhang","raw_affiliation_strings":["Xian Jiaotong University"],"affiliations":[{"raw_affiliation_string":"Xian Jiaotong University","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100746487","display_name":"Jinjun Wang","orcid":"https://orcid.org/0000-0002-9434-0617"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinjun Wang","raw_affiliation_strings":["Xian Jiaotong University"],"affiliations":[{"raw_affiliation_string":"Xian Jiaotong University","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100870476"],"corresponding_institution_ids":["https://openalex.org/I4210126794"],"apc_list":null,"apc_paid":null,"fwci":0.1841,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.5761951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7336046695709229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6850147247314453},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6560611724853516},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6208809018135071},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6208562254905701},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.54508376121521},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.49964070320129395},{"id":"https://openalex.org/keywords/neural-coding","display_name":"Neural coding","score":0.4850575029850006},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.4534882605075836},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.43309780955314636},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.41093865036964417},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.19163185358047485},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13189756870269775}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7336046695709229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6850147247314453},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6560611724853516},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6208809018135071},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6208562254905701},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.54508376121521},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.49964070320129395},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.4850575029850006},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.4534882605075836},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.43309780955314636},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.41093865036964417},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.19163185358047485},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13189756870269775},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2808492.2808516","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808492.2808516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Internet Multimedia Computing and Service","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1545641654","https://openalex.org/W1686810756","https://openalex.org/W2000355138","https://openalex.org/W2016053056","https://openalex.org/W2017214807","https://openalex.org/W2020719522","https://openalex.org/W2027922120","https://openalex.org/W2059931518","https://openalex.org/W2086971086","https://openalex.org/W2087164515","https://openalex.org/W2097018403","https://openalex.org/W2097117768","https://openalex.org/W2099528205","https://openalex.org/W2104371740","https://openalex.org/W2107034620","https://openalex.org/W2107698128","https://openalex.org/W2120480077","https://openalex.org/W2147625498","https://openalex.org/W2147800946","https://openalex.org/W2151103935","https://openalex.org/W2152161678","https://openalex.org/W2155284717","https://openalex.org/W2160547390","https://openalex.org/W2161969291","https://openalex.org/W2163605009","https://openalex.org/W2168356304","https://openalex.org/W2532478580","https://openalex.org/W3102431071","https://openalex.org/W4250737575","https://openalex.org/W6672431523","https://openalex.org/W6682980823"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W3131016912","https://openalex.org/W2144332008","https://openalex.org/W2349204598","https://openalex.org/W2799042817","https://openalex.org/W2748667022","https://openalex.org/W2761785940","https://openalex.org/W3211770882","https://openalex.org/W2129933262","https://openalex.org/W2010629964"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"introduce":[4],"a":[5,110],"novel":[6],"deep":[7],"model":[8,20],"called":[9],"Deep":[10],"Sparse":[11],"Coding":[12],"Network":[13],"(DeepSCNet)":[14],"for":[15,49],"Image":[16],"classification.":[17],"This":[18],"new":[19],"includes":[21],"four":[22],"types":[23],"of":[24,85,113],"layers:":[25],"the":[26,29,32,36,44,53,60,64,76,83,92,97],"Sparse-coding":[27,41],"layer,":[28,31],"Pooling":[30,57],"Normalization":[33,61],"layer":[34,58,62,74],"and":[35,59,78],"Map":[37,72],"reduction":[38,73],"layer.":[39],"The":[40,56,71,88],"laying":[42],"does":[43],"general":[45],"linear":[46],"coding":[47],"work":[48,66],"local":[50],"patch":[51],"within":[52],"receptive":[54],"field.":[55],"do":[63],"same":[65],"as":[67],"that":[68,118],"in":[69],"CNN.":[70],"reduces":[75],"CPU":[77],"memory":[79],"consumptions":[80],"by":[81],"reducing":[82],"number":[84],"feature":[86,125],"maps.":[87],"paper":[89],"further":[90],"discusses":[91],"multi-scale,":[93],"multi-locality":[94],"extension":[95],"to":[96,101],"basic":[98],"DeepSCNet.":[99],"Compared":[100],"CNN,":[102],"training":[103,111],"DeepSCNet":[104,119],"is":[105],"relatively":[106],"easier":[107],"even":[108],"with":[109],"set":[112],"moderate":[114],"size.":[115],"Experiments":[116],"show":[117],"can":[120],"automatically":[121],"discover":[122],"highly":[123],"discriminative":[124],"directly":[126],"from":[127],"raw":[128],"image":[129],"pixels.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
