{"id":"https://openalex.org/W4399659526","doi":"https://doi.org/10.1145/3641584.3641601","title":"Multi-threshold image segmentation based on Army ant optimizer","display_name":"Multi-threshold image segmentation based on Army ant optimizer","publication_year":2023,"publication_date":"2023-09-22","ids":{"openalex":"https://openalex.org/W4399659526","doi":"https://doi.org/10.1145/3641584.3641601"},"language":"en","primary_location":{"id":"doi:10.1145/3641584.3641601","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641584.3641601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Artificial Intelligence and Pattern Recognition (AIPR)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5063076430","display_name":"Xuanyu Wang","orcid":"https://orcid.org/0009-0004-7882-2423"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanyu Wang","raw_affiliation_strings":["School of Communications and Information Engineering & School of Artificial Intelligence, Xi'an University of Posts and Telecommunications, China"],"raw_orcid":"https://orcid.org/0009-0004-7882-2423","affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering & School of Artificial Intelligence, Xi'an University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076168407","display_name":"Dongming Xu","orcid":"https://orcid.org/0009-0008-9568-8990"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongming Xu","raw_affiliation_strings":["School of Communications and Information Engineering & School of Artificial Intelligence, Xi'an University of Posts and Telecommunications, China"],"raw_orcid":"https://orcid.org/0009-0008-9568-8990","affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering & School of Artificial Intelligence, Xi'an University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I4210136859"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210136859"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38838955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T12549","display_name":"Image and Object Detection Techniques","score":0.988099992275238,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/image-segmentation","display_name":"Image segmentation","score":0.7043778300285339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6854429841041565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6730934381484985},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5873984098434448},{"id":"https://openalex.org/keywords/ant","display_name":"ANT","score":0.5838446617126465},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5754738450050354},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5400707125663757},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5203206539154053},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.43250900506973267},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.42484328150749207},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3390815258026123}],"concepts":[{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.7043778300285339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6854429841041565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6730934381484985},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5873984098434448},{"id":"https://openalex.org/C97467695","wikidata":"https://www.wikidata.org/wiki/Q295802","display_name":"ANT","level":2,"score":0.5838446617126465},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5754738450050354},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5400707125663757},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5203206539154053},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.43250900506973267},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.42484328150749207},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3390815258026123},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641584.3641601","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641584.3641601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Artificial Intelligence and Pattern Recognition (AIPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2001979953","https://openalex.org/W2133059825","https://openalex.org/W2738900493","https://openalex.org/W2914717758","https://openalex.org/W4226229619","https://openalex.org/W4295934933"],"related_works":["https://openalex.org/W4237535716","https://openalex.org/W2110363036","https://openalex.org/W2347951034","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2071981049","https://openalex.org/W2381829748","https://openalex.org/W4399062323","https://openalex.org/W2244460820","https://openalex.org/W2185902295"],"abstract_inverted_index":{"Abstract:":[0],"Thresholding":[1],"is":[2,13,19,60,162,221],"a":[3,48,63,176],"well-established":[4],"method":[5,18,84,167,237],"in":[6,127,218,239],"the":[7,28,54,69,93,97,108,113,120,124,128,132,142,146,149,153,156,159,163,169,184,191,198,201,213,216,224,236,249,256,261,264,269,275],"field":[8],"of":[9,30,95,115,135,145,158,171,200,215,263,274],"image":[10,41,82,147],"segmentation":[11,50,83,210,257],"and":[12,34,140,188,246,271],"widely":[14],"used.":[15],"The":[16,232],"Otsu":[17],"an":[20,79,101],"algorithm":[21,51,217,227],"that":[22,235],"works":[23],"well,":[24],"but":[25,259],"suffers":[26],"from":[27],"disadvantages":[29],"time-consuming":[31],"computational":[32],"methods":[33],"insufficient":[35],"progress":[36],"when":[37,148],"used":[38,207],"for":[39,208,228],"multi-threshold":[40,49,81,110,172],"segmentation.":[42,231],"In":[43,74,194],"this":[44,75,219,240],"paper,":[45,76],"we":[46,77],"propose":[47,78],"based":[52,86,111],"on":[53,87,112],"Army":[55,70],"Ant":[56,71],"Optimizer":[57,72],"(AAO-OTSU),":[58],"which":[59,91,181,252],"inspired":[61],"by":[62],"novel":[64],"population":[65],"intelligence":[66],"optimization":[67,104],"algorithm:":[68],"(AAO).":[73],"OTSU":[80,229],"(AAO-OTSU)":[85],"marching":[88,136,150,160],"ant":[89,137,151,161],"optimization,":[90],"transforms":[92,168],"problem":[94,170,185],"finding":[96,107,141],"optimal":[98,109,143,154,164,173],"threshold":[99,144,209,230],"into":[100,175],"objective":[102],"function":[103,126],"problem,":[105,180],"i.e.,":[106],"idea":[114],"maximum":[116],"inter-class":[117,121],"variance,":[118],"using":[119],"variance":[122],"as":[123],"fitness":[125],"iterative":[129],"process,":[130,251],"imitating":[131],"heuristic":[133],"search":[134],"foraging":[138],"behavior,":[139],"finds":[152],"fitness,":[155],"position":[157],"threshold.":[165],"This":[166],"solution":[174,250],"multi-dimensional":[177],"variable":[178],"solving":[179,186,192],"greatly":[182],"saves":[183],"time":[187],"effectively":[189,247],"optimizes":[190],"process.":[193],"order":[195],"to":[196],"verify":[197],"feasibility":[199],"algorithm,":[202],"classical":[203,225],"standard":[204],"images":[205],"are":[206],"experiments":[211],"while":[212],"convergence":[214,273],"paper":[220,241],"compared":[222],"with":[223],"metaheuristic":[226],"results":[233],"show":[234],"proposed":[238],"can":[242],"obtain":[243],"better":[244],"thresholds":[245],"optimize":[248],"not":[253],"only":[254],"improves":[255],"quality,":[258],"also":[260],"design":[262],"double":[265],"update":[266],"operator":[267],"ensures":[268],"correctness":[270],"faster":[272],"algorithm.":[276]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}