{"id":"https://openalex.org/W1988576064","doi":"https://doi.org/10.1109/dmo.2012.6329797","title":"Edge preserving image enhancement via harmony search algorithm","display_name":"Edge preserving image enhancement via harmony search algorithm","publication_year":2012,"publication_date":"2012-09-01","ids":{"openalex":"https://openalex.org/W1988576064","doi":"https://doi.org/10.1109/dmo.2012.6329797","mag":"1988576064"},"language":"en","primary_location":{"id":"doi:10.1109/dmo.2012.6329797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dmo.2012.6329797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 4th Conference on Data Mining and Optimization (DMO)","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/A5109098579","display_name":"Y. A. Zaid Abdi Alkareem","orcid":null},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Y. A. Zaid Abdi Alkareem","raw_affiliation_strings":["Universiti Sains Malaysia, Minden, Pulau Pinang, MY"],"affiliations":[{"raw_affiliation_string":"Universiti Sains Malaysia, Minden, Pulau Pinang, MY","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073649243","display_name":"Ibrahim Venkat","orcid":"https://orcid.org/0000-0001-9597-8535"},"institutions":[{"id":"https://openalex.org/I112982808","display_name":"Universiti Sains Islam Malaysia","ror":"https://ror.org/020ast312","country_code":"MY","type":"education","lineage":["https://openalex.org/I112982808"]},{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ibrahim Venkat","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Islam Malaysia, Pulau Penang, Malaysia","School of Computer Sciences, Universiti Sains Malaysia, Pulau Pinang, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Islam Malaysia, Pulau Penang, Malaysia","institution_ids":["https://openalex.org/I112982808"]},{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Pulau Pinang, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081678536","display_name":"Mohammed Azmi Al\u2010Betar","orcid":"https://orcid.org/0000-0003-1980-1791"},"institutions":[{"id":"https://openalex.org/I112982808","display_name":"Universiti Sains Islam Malaysia","ror":"https://ror.org/020ast312","country_code":"MY","type":"education","lineage":["https://openalex.org/I112982808"]},{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohammed Azmi Al-Betar","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Islam Malaysia, Pulau Penang, Malaysia","School of Computer Sciences, Universiti Sains Malaysia, Pulau Pinang, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Islam Malaysia, Pulau Penang, Malaysia","institution_ids":["https://openalex.org/I112982808"]},{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Pulau Pinang, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103283169","display_name":"Ahamad Tajudin Khader","orcid":"https://orcid.org/0000-0002-9148-5669"},"institutions":[{"id":"https://openalex.org/I112982808","display_name":"Universiti Sains Islam Malaysia","ror":"https://ror.org/020ast312","country_code":"MY","type":"education","lineage":["https://openalex.org/I112982808"]},{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ahamad Tajudin Khader","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Islam Malaysia, Pulau Penang, Malaysia","School of Computer Sciences, Universiti Sains Malaysia, Pulau Pinang, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Islam Malaysia, Pulau Penang, Malaysia","institution_ids":["https://openalex.org/I112982808"]},{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Pulau Pinang, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109098579"],"corresponding_institution_ids":["https://openalex.org/I139322472"],"apc_list":null,"apc_paid":null,"fwci":1.2844,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.82454998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9954000115394592,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9943000078201294,"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/harmony-search","display_name":"Harmony search","score":0.8389195203781128},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6927057504653931},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6553674936294556},{"id":"https://openalex.org/keywords/histogram-equalization","display_name":"Histogram equalization","score":0.6417622566223145},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5463157892227173},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.521782398223877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4573823809623718},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4546315371990204},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4315924048423767},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42578592896461487},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41791048645973206},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34411877393722534}],"concepts":[{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.8389195203781128},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6927057504653931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6553674936294556},{"id":"https://openalex.org/C136943445","wikidata":"https://www.wikidata.org/wiki/Q1970240","display_name":"Histogram equalization","level":4,"score":0.6417622566223145},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5463157892227173},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.521782398223877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4573823809623718},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4546315371990204},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4315924048423767},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42578592896461487},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41791048645973206},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34411877393722534},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dmo.2012.6329797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dmo.2012.6329797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 4th Conference on Data Mining and Optimization (DMO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320317244","display_name":"University of Kufa","ror":"https://ror.org/02dwrdh81"},{"id":"https://openalex.org/F4320322757","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63"},{"id":"https://openalex.org/F4320323382","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1559802751","https://openalex.org/W1895126246","https://openalex.org/W1973555220","https://openalex.org/W1975996955","https://openalex.org/W1993885071","https://openalex.org/W2021228735","https://openalex.org/W2076252355","https://openalex.org/W2089570553","https://openalex.org/W2093856046","https://openalex.org/W2107369107","https://openalex.org/W2129276038","https://openalex.org/W2139538570","https://openalex.org/W2141704978","https://openalex.org/W2149421367","https://openalex.org/W2165501644","https://openalex.org/W2328871239","https://openalex.org/W2356738540","https://openalex.org/W4244003036","https://openalex.org/W6633507949"],"related_works":["https://openalex.org/W1496413023","https://openalex.org/W4307526247","https://openalex.org/W4200518988","https://openalex.org/W2057981026","https://openalex.org/W2256021896","https://openalex.org/W1994424557","https://openalex.org/W2024449420","https://openalex.org/W2903465195","https://openalex.org/W2181573213","https://openalex.org/W2398368608"],"abstract_inverted_index":{"Population":[0],"based":[1,49],"metaheuristic":[2,50],"algorithms":[3],"have":[4],"been":[5],"providing":[6],"efficient":[7,63],"solutions":[8],"to":[9,78],"the":[10,24,35,41,54,66,74,79,89],"problems":[11],"posed":[12],"by":[13],"various":[14],"domains":[15],"including":[16],"image":[17,27,67],"processing.":[18],"In":[19],"this":[20],"contribution":[21],"we":[22,84],"address":[23],"problem":[25,80],"of":[26,43,56],"enhancement":[28],"with":[29,40,88],"a":[30,44],"specific":[31],"focus":[32],"on":[33],"preserving":[34],"edges":[36],"inherent":[37],"in":[38],"images":[39],"aid":[42],"musically":[45],"inspired":[46],"harmony":[47],"search":[48],"algorithm.":[51],"We":[52],"demonstrate":[53],"significance":[55],"our":[57,86],"proposed":[58],"intuitive":[59],"approach":[60],"which":[61],"combines":[62],"techniques":[64],"from":[65,73],"processing":[68],"domain":[69],"as":[70,72],"well":[71],"optimization":[75],"domain.":[76],"Pertaining":[77],"under":[81],"consideration,":[82],"further":[83],"compare":[85],"results":[87],"state-of-the-art":[90],"histogram":[91],"equalization":[92],"approach.":[93]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}