{"id":"https://openalex.org/W4387729974","doi":"https://doi.org/10.1109/icnc-fskd59587.2023.10281063","title":"Gabor-DCTnet: a Simple and Efficiency Method for Image Classification","display_name":"Gabor-DCTnet: a Simple and Efficiency Method for Image Classification","publication_year":2023,"publication_date":"2023-07-29","ids":{"openalex":"https://openalex.org/W4387729974","doi":"https://doi.org/10.1109/icnc-fskd59587.2023.10281063"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc-fskd59587.2023.10281063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5115595532","display_name":"Lili Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lili Liang","raw_affiliation_strings":["Xi’an University of Technology,School of Automation and Information Engineering,Xi’an,China"],"affiliations":[{"raw_affiliation_string":"Xi’an University of Technology,School of Automation and Information Engineering,Xi’an,China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385830","display_name":"Yu\u2010xin Liu","orcid":"https://orcid.org/0000-0002-5815-8244"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Liu","raw_affiliation_strings":["Xi’an University of Technology,School of Automation and Information Engineering,Xi’an,China"],"affiliations":[{"raw_affiliation_string":"Xi’an University of Technology,School of Automation and Information Engineering,Xi’an,China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049057785","display_name":"Man Wang","orcid":"https://orcid.org/0000-0002-1201-7518"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Wang","raw_affiliation_strings":["Xi’an University of Technology,School of Automation and Information Engineering,Xi’an,China"],"affiliations":[{"raw_affiliation_string":"Xi’an University of Technology,School of Automation and Information Engineering,Xi’an,China","institution_ids":["https://openalex.org/I4210131919"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":67},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9974,"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":0.9974,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9915,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9876,"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/gabor-filter","display_name":"Gabor filter","score":0.6721172},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness","score":0.5803771},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.492846}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7455051},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.72274834},{"id":"https://openalex.org/C2779883129","wikidata":"https://www.wikidata.org/wiki/Q2447890","display_name":"Gabor filter","level":3,"score":0.6721172},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5803771},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.5630272},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5481114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5419882},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.492846},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.46832258},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4269384},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40177262},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.35893327},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21324933},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc-fskd59587.2023.10281063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":22,"referenced_works":["https://openalex.org/W1677409904","https://openalex.org/W1997011019","https://openalex.org/W2028880308","https://openalex.org/W2125085157","https://openalex.org/W2151103935","https://openalex.org/W2158424441","https://openalex.org/W2162571797","https://openalex.org/W2163605009","https://openalex.org/W2164666908","https://openalex.org/W2165731615","https://openalex.org/W2342578201","https://openalex.org/W2740144340","https://openalex.org/W2760782544","https://openalex.org/W2768567874","https://openalex.org/W2793598970","https://openalex.org/W3089005595","https://openalex.org/W3102431071","https://openalex.org/W3102503590","https://openalex.org/W3131310808","https://openalex.org/W3192433787","https://openalex.org/W4289535600","https://openalex.org/W4292337114"],"related_works":["https://openalex.org/W4390975304","https://openalex.org/W4287804464","https://openalex.org/W3022252430","https://openalex.org/W2953234277","https://openalex.org/W2900413183","https://openalex.org/W2626256601","https://openalex.org/W2139727660","https://openalex.org/W2127352224","https://openalex.org/W2040530544","https://openalex.org/W147410782"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,9,23,86,95,107,119,130,136,149,165],"problem":[3],"of":[4,25,77,173],"image":[5,26,92],"classification":[6,166],"in":[7,41,85,113,129],"which":[8],"intra-class":[10,61],"variation":[11],"and":[12,36,55,63,80,102,116,125,133,160,164,180],"inter-class":[13,64],"similarity":[14,65],"are":[15,168],"large":[16],"due":[17],"to":[18,59,89,110,135],"external":[19],"interference,":[20],"thus":[21],"increasing":[22],"difficulty":[24],"classification,":[27],"a":[28,69],"lightweight":[29,174],"convolutional":[30],"network":[31,151],"Gabor-DCTnet":[32,44],"based":[33,140],"on":[34,106,141,156],"Gabor":[35,78],"DCT":[37,81],"filters":[38,79],"is":[39,83,122],"proposed":[40,150],"this":[42],"paper.":[43],"cascades":[45],"predefined":[46],"filter":[47,71,108],"sets":[48],"FB":[49,72],"