{"id":"https://openalex.org/W2763874937","doi":"https://doi.org/10.1109/tmm.2017.2760102","title":"A Feature Descriptor Based on Local Normalized Difference for Real-World Texture Classification","display_name":"A Feature Descriptor Based on Local Normalized Difference for Real-World Texture Classification","publication_year":2017,"publication_date":"2017-10-06","ids":{"openalex":"https://openalex.org/W2763874937","doi":"https://doi.org/10.1109/tmm.2017.2760102","mag":"2763874937"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2017.2760102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2017.2760102","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5100756628","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0001-5556-3896"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-5556-3896","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428755","display_name":"Weidong Zhang","orcid":"https://orcid.org/0000-0003-0081-930X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Zhang","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-0081-930X","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656685","display_name":"Kan Liu","orcid":"https://orcid.org/0000-0002-0974-9937"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kan Liu","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010340252","display_name":"Jason Gu","orcid":"https://orcid.org/0000-0002-7626-1077"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jason Gu","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":null,"apc_paid":null,"fwci":2.4352,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.93815828,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"20","issue":"4","first_page":"880","last_page":"888"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification 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/T10824","display_name":"Image Retrieval and Classification 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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9891999959945679,"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/local-binary-patterns","display_name":"Local binary patterns","score":0.8424904346466064},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7401406168937683},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6837336421012878},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6782936453819275},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6701323986053467},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5666218996047974},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5647947788238525},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5260101556777954},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.47885748744010925},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.4293363690376282},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4156380295753479},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.41400018334388733},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3365267515182495},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.20413607358932495},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.19891688227653503}],"concepts":[{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.8424904346466064},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7401406168937683},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6837336421012878},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6782936453819275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6701323986053467},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5666218996047974},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5647947788238525},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5260101556777954},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47885748744010925},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.4293363690376282},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4156380295753479},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.41400018334388733},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3365267515182495},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.20413607358932495},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.19891688227653503},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2017.2760102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2017.2760102","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2503489701","display_name":"\u9ad8\u6027\u80fd\u6db2\u538b\u9a71\u52a8\u56db\u8db3\u4eff\u751f\u673a\u5668\u4eba\u57fa\u7840\u7406\u8bba\u4e0e\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61233014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5189178657","display_name":null,"funder_award_id":"61573222","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W150914396","https://openalex.org/W280294731","https://openalex.org/W1484228140","https://openalex.org/W1548783750","https://openalex.org/W1606858007","https://openalex.org/W1625255723","https://openalex.org/W1861233026","https://openalex.org/W1869500417","https://openalex.org/W1909952827","https://openalex.org/W1967311733","https://openalex.org/W1970323662","https://openalex.org/W1981468861","https://openalex.org/W1985636418","https://openalex.org/W2000123870","https://openalex.org/W2018786389","https://openalex.org/W2022274350","https://openalex.org/W2031489346","https://openalex.org/W2033040506","https://openalex.org/W2039051707","https://openalex.org/W2047643928","https://openalex.org/W2053544201","https://openalex.org/W2053996691","https://openalex.org/W2055302526","https://openalex.org/W2058160332","https://openalex.org/W2079789819","https://openalex.org/W2083866943","https://openalex.org/W2103220603","https://openalex.org/W2106864012","https://openalex.org/W2111815479","https://openalex.org/W2120634833","https://openalex.org/W2126288184","https://openalex.org/W2130258210","https://openalex.org/W2131081720","https://openalex.org/W2134380836","https://openalex.org/W2136155248","https://openalex.org/W2147141800","https://openalex.org/W2151103935","https://openalex.org/W2153786187","https://openalex.org/W2155541015","https://openalex.org/W2161597143","https://openalex.org/W2161969291","https://openalex.org/W2163352848","https://openalex.org/W2163605009","https://openalex.org/W2164039212","https://openalex.org/W2167383966","https://openalex.org/W2171590421","https://openalex.org/W2231681686","https://openalex.org/W2235411663","https://openalex.org/W2518260411","https://openalex.org/W2534681680","https://openalex.org/W2552691119","https://openalex.org/W2618530766","https://openalex.org/W2652751060","https://openalex.org/W2963239066","https://openalex.org/W2963934397","https://openalex.org/W2997936244","https://openalex.org/W4234149415","https://openalex.org/W4294375521","https://openalex.org/W6606191868","https://openalex.org/W6636412649","https://openalex.org/W6636494156","https://openalex.org/W6678737727","https://openalex.org/W6682778277","https://openalex.org/W6739509182"],"related_works":["https://openalex.org/W1589677080","https://openalex.org/W3204374377","https://openalex.org/W2770255720","https://openalex.org/W1823469724","https://openalex.org/W1509533962","https://openalex.org/W2373150368","https://openalex.org/W2151854763","https://openalex.org/W2783118371","https://openalex.org/W2044270176","https://openalex.org/W2766950897"],"abstract_inverted_index":{"In":[0,59],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,36,52],"normalized":[6],"difference":[7],"vector":[8],"(NDV)":[9],"for":[10,65],"texture":[11,77],"representation.":[12],"Compared":[13],"to":[14,34,46,69],"local-binary-pattern-based":[15],"descriptors,":[16],"the":[17,24,28,43,48,66,75,93,96],"proposed":[18,67,76,97],"NDV":[19,68],"takes":[20],"full":[21],"advantage":[22],"of":[23,56,95],"local":[25,38,49],"difference,":[26],"and":[27,88],"size":[29],"can":[30],"be":[31],"extended":[32],"flexibly":[33],"cover":[35],"large":[37],"region.":[39],"We":[40,73],"further":[41],"employ":[42],"bag-of-words":[44],"model":[45],"integrate":[47],"descriptors":[50],"into":[51],"global":[53],"feature":[54],"representation":[55],"an":[57],"image.":[58],"addition,":[60],"two":[61],"strategies":[62],"are":[63],"introduced":[64],"achieve":[70],"rotation":[71],"invariance.":[72],"test":[74],"descriptor":[78,98],"on":[79],"benchmark":[80],"datasets,":[81],"such":[82],"as":[83],"AniTex,":[84],"VehApp,":[85],"KTH-TIPS2a,":[86],"OpenSurface,":[87],"Kylberg.":[89],"Classification":[90],"results":[91],"demonstrate":[92],"superiority":[94],"over":[99],"state-of-the-art":[100],"methods.":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
