{"id":"https://openalex.org/W4293103977","doi":"https://doi.org/10.3390/jimaging8080217","title":"Compact Hybrid Multi-Color Space Descriptor Using Clustering-Based Feature Selection for Texture Classification","display_name":"Compact Hybrid Multi-Color Space Descriptor Using Clustering-Based Feature Selection for Texture Classification","publication_year":2022,"publication_date":"2022-08-08","ids":{"openalex":"https://openalex.org/W4293103977","doi":"https://doi.org/10.3390/jimaging8080217","pmid":"https://pubmed.ncbi.nlm.nih.gov/36005460"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging8080217","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging8080217","pdf_url":"https://www.mdpi.com/2313-433X/8/8/217/pdf?version=1659948035","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2313-433X/8/8/217/pdf?version=1659948035","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085088873","display_name":"Mohamed Alimoussa","orcid":null},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]},{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]},{"id":"https://openalex.org/I4387154658","display_name":"Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale","ror":"https://ror.org/00tm1qp20","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}],"countries":["FR","MA"],"is_corresponding":false,"raw_author_name":"Mohamed Alimoussa","raw_affiliation_strings":["Information Retrieval and Data Analytics Group, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University in Rabat, Rabat BP 713, Morocco","UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, Univ. Littoral C\u00f4te d\u2019Opale, F-62100 Calais, France"],"affiliations":[{"raw_affiliation_string":"Information Retrieval and Data Analytics Group, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University in Rabat, Rabat BP 713, Morocco","institution_ids":["https://openalex.org/I126477371"]},{"raw_affiliation_string":"UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, Univ. Littoral C\u00f4te d\u2019Opale, F-62100 Calais, France","institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004629864","display_name":"Alice Porebski","orcid":"https://orcid.org/0000-0002-1482-5447"},"institutions":[{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]},{"id":"https://openalex.org/I4387154658","display_name":"Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale","ror":"https://ror.org/00tm1qp20","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alice Porebski","raw_affiliation_strings":["UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, Univ. Littoral C\u00f4te d\u2019Opale, F-62100 Calais, France"],"affiliations":[{"raw_affiliation_string":"UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, Univ. Littoral C\u00f4te d\u2019Opale, F-62100 Calais, France","institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035449645","display_name":"Nicolas Vandenbroucke","orcid":"https://orcid.org/0000-0002-7766-4898"},"institutions":[{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]},{"id":"https://openalex.org/I4387154658","display_name":"Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale","ror":"https://ror.org/00tm1qp20","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nicolas Vandenbroucke","raw_affiliation_strings":["UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, Univ. Littoral C\u00f4te d\u2019Opale, F-62100 Calais, France"],"affiliations":[{"raw_affiliation_string":"UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, Univ. Littoral C\u00f4te d\u2019Opale, F-62100 Calais, France","institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073155664","display_name":"Sanaa El Fkihi","orcid":"https://orcid.org/0000-0002-5255-4406"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Sanaa El Fkihi","raw_affiliation_strings":["Information Retrieval and Data Analytics Group, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University in Rabat, Rabat BP 713, Morocco"],"affiliations":[{"raw_affiliation_string":"Information Retrieval and Data Analytics Group, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University in Rabat, Rabat BP 713, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037074197","display_name":"Rachid Oulad Haj Thami","orcid":"https://orcid.org/0000-0001-9736-7260"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Rachid Oulad Haj Thami","raw_affiliation_strings":["Information Retrieval and Data Analytics Group, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University in Rabat, Rabat BP 713, Morocco"],"affiliations":[{"raw_affiliation_string":"Information Retrieval and Data Analytics Group, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University in Rabat, Rabat BP 713, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035449645"],"corresponding_institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":1.225,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.80318255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"8","issue":"8","first_page":"217","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9966999888420105,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9592999815940857,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8125053644180298},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7468392252922058},{"id":"https://openalex.org/keywords/color-space","display_name":"Color space","score":0.652895450592041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6379507184028625},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5512361526489258},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5129036903381348},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.506058394908905},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.440940797328949},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.43356195092201233},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43131938576698303},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.42651939392089844},{"id":"https://openalex.org/keywords/color-quantization","display_name":"Color quantization","score":0.42501363158226013},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39004218578338623},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.332766592502594},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.2970306873321533},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15666919946670532},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.134352445602417}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8125053644180298},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7468392252922058},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.652895450592041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6379507184028625},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5512361526489258},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5129036903381348},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.506058394908905},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.440940797328949},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.43356195092201233},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43131938576698303},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.42651939392089844},{"id":"https://openalex.org/C173752661","wikidata":"https://www.wikidata.org/wiki/Q1396414","display_name":"Color quantization","level":5,"score":0.42501363158226013},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39004218578338623},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.332766592502594},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.2970306873321533},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15666919946670532},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.134352445602417},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/jimaging8080217","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging8080217","pdf_url":"https://www.mdpi.com/2313-433X/8/8/217/pdf?version=1659948035","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},{"id":"pmid:36005460","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36005460","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of imaging","raw_type":null},{"id":"pmh:oai:HAL:hal-03766407v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03766407","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Imaging, 2022, 8 (8), pp.217. &#x27E8;10.3390/jimaging8080217&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:35169c085a8b4957a5f035c9f247993f","is_oa":true,"landing_page_url":"https://doaj.org/article/35169c085a8b4957a5f035c9f247993f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Imaging, Vol 8, Iss 8, p 217 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9409815","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9409815","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/jimaging8080217","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging8080217","pdf_url":"https://www.mdpi.com/2313-433X/8/8/217/pdf?version=1659948035","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G3611121287","display_name":null,"funder_award_id":"Morocco","funder_id":"https://openalex.org/F4320323771","funder_display_name":"Centre National pour la Recherche Scientifique et Technique"},{"id":"https://openalex.org/G4973929103","display_name":null,"funder_award_id":"funding","funder_id":"https://openalex.org/F4320322892","funder_display_name":"Centre National de la Recherche Scientifique"}],"funders":[{"id":"https://openalex.org/F4320316705","display_name":"Universit\u00e9 du Littoral C\u00f4te d'Opale","ror":"https://ror.org/02gdcg342"},{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"},{"id":"https://openalex.org/F4320323771","display_name":"Centre National pour la Recherche Scientifique et Technique","ror":"https://ror.org/00675rp98"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293103977.pdf","grobid_xml":"https://content.openalex.org/works/W4293103977.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W1560107318","https://openalex.org/W1661871015","https://openalex.org/W1686810756","https://openalex.org/W1967217515","https://openalex.org/W1967825397","https://openalex.org/W1968315884","https://openalex.org/W1975858517","https://openalex.org/W1989540221","https://openalex.org/W1990112355","https://openalex.org/W1996929001","https://openalex.org/W2017695766","https://openalex.org/W2019590454","https://openalex.org/W2027902860","https://openalex.org/W2034541525","https://openalex.org/W2039266672","https://openalex.org/W2042144014","https://openalex.org/W2044465660","https://openalex.org/W2063681017","https://openalex.org/W2068474065","https://openalex.org/W2073792037","https://openalex.org/W2097117768","https://openalex.org/W2108001745","https://openalex.org/W2123284096","https://openalex.org/W2132549764","https://openalex.org/W2150214439","https://openalex.org/W2154053567","https://openalex.org/W2159988601","https://openalex.org/W2167101736","https://openalex.org/W2194775991","https://openalex.org/W2417449859","https://openalex.org/W2462319568","https://openalex.org/W2472233731","https://openalex.org/W2518260411","https://openalex.org/W2544288964","https://openalex.org/W2570944269","https://openalex.org/W2618530766","https://openalex.org/W2772814854","https://openalex.org/W2789984085","https://openalex.org/W2794300095","https://openalex.org/W2885691164","https://openalex.org/W2894871804","https://openalex.org/W2895238724","https://openalex.org/W2915770592","https://openalex.org/W2969098054","https://openalex.org/W3000877944","https://openalex.org/W3127619940","https://openalex.org/W3132186696","https://openalex.org/W3184781968","https://openalex.org/W3209816015","https://openalex.org/W3216366741","https://openalex.org/W3216522454","https://openalex.org/W4293768955","https://openalex.org/W4376626283","https://openalex.org/W6660944895","https://openalex.org/W6749582335"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W4391160746","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241"],"abstract_inverted_index":{"Color":[0],"texture":[1,27,92,120,157,168,200],"classification":[2,81],"aims":[3],"to":[4,21,67,139,180],"recognize":[5],"patterns":[6],"by":[7,132,202],"the":[8,25,80,99,116,177,186,207],"analysis":[9],"of":[10,41,57,101,118,166],"their":[11,14,42],"colors":[12],"and":[13,23,44,63,163,192,197],"textures.":[15],"This":[16],"process":[17],"requires":[18],"using":[19],"descriptors":[20,34,106,169,201],"represent":[22],"discriminate":[24],"different":[26,105,173],"classes.":[28],"In":[29],"most":[30],"traditional":[31],"approaches,":[32],"these":[33],"are":[35],"used":[36],"with":[37,159],"a":[38,50,58,61,68,72,90,128,141,181],"predefined":[39],"setting":[40,65],"parameters":[43],"computed":[45,107],"from":[46,104,108,123],"images":[47,109],"coded":[48,110],"in":[49,111],"chosen":[51],"color":[52,59,91,113,119,156,161,199],"space.":[53],"The":[54,148],"prior":[55],"choice":[56],"space,":[60],"descriptor":[62],"its":[64],"suited":[66],"given":[69],"application":[70],"is":[71,126,137,209],"crucial":[73],"but":[74],"difficult":[75],"problem":[76],"that":[77,94,171],"strongly":[78],"impacts":[79],"results.":[82],"To":[83],"overcome":[84],"this":[85,87,124],"problem,":[86],"paper":[88],"proposes":[89],"representation":[93,125,188],"simultaneously":[95],"takes":[96],"into":[97],"account":[98],"properties":[100],"several":[102],"settings":[103,165],"multiple":[112],"spaces.":[114],"Since":[115],"number":[117],"features":[121],"generated":[122],"high,":[127],"dimensionality":[129],"reduction":[130],"scheme":[131],"clustering-based":[133],"sequential":[134],"feature":[135],"selection":[136],"applied":[138],"provide":[140],"compact":[142],"hybrid":[143],"multi-color":[144],"space":[145],"(CHMCS)":[146],"descriptor.":[147],"experimental":[149],"results":[150],"carried":[151],"out":[152],"on":[153],"five":[154,160],"benchmark":[155],"databases":[158],"spaces":[162],"manifold":[164],"two":[167],"show":[170],"combining":[172],"configurations":[174],"always":[175],"improves":[176],"accuracy":[178,191],"compared":[179],"predetermined":[182],"configuration.":[183],"On":[184],"average,":[185],"CHMCS":[187],"achieves":[189],"94.16%":[190],"outperforms":[193],"deep":[194],"learning":[195],"networks":[196],"handcrafted":[198],"over":[203],"5%,":[204],"especially":[205],"when":[206],"dataset":[208],"small.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
