{"id":"https://openalex.org/W3007207382","doi":"https://doi.org/10.1162/evco_a_00270","title":"Evolutionary Image Transition and Painting Using Random Walks","display_name":"Evolutionary Image Transition and Painting Using Random Walks","publication_year":2020,"publication_date":"2020-02-26","ids":{"openalex":"https://openalex.org/W3007207382","doi":"https://doi.org/10.1162/evco_a_00270","mag":"3007207382","pmid":"https://pubmed.ncbi.nlm.nih.gov/32101028"},"language":"en","primary_location":{"id":"doi:10.1162/evco_a_00270","is_oa":false,"landing_page_url":"https://doi.org/10.1162/evco_a_00270","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5001757263","display_name":"Aneta Neumann","orcid":"https://orcid.org/0000-0002-0036-4782"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Aneta Neumann","raw_affiliation_strings":["Optimisation and Logistics, School of Computer Science, The University of Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Optimisation and Logistics, School of Computer Science, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062589506","display_name":"Bradley Alexander","orcid":"https://orcid.org/0000-0003-4118-2798"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Bradley Alexander","raw_affiliation_strings":["Optimisation and Logistics, School of Computer Science, The University of Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Optimisation and Logistics, School of Computer Science, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089531887","display_name":"Frank Neumann","orcid":"https://orcid.org/0000-0002-2721-3618"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Frank Neumann","raw_affiliation_strings":["Optimisation and Logistics, School of Computer Science, The University of Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Optimisation and Logistics, School of Computer Science, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5001757263","https://openalex.org/A5062589506","https://openalex.org/A5089531887"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":0.8808,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.7060734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"28","issue":"4","first_page":"643","last_page":"675"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.9801999926567078,"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/T11309","display_name":"Music and Audio Processing","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/random-walk","display_name":"Random walk","score":0.858472466468811},{"id":"https://openalex.org/keywords/transition","display_name":"Transition (genetics)","score":0.6858664155006409},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6691188812255859},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5464372634887695},{"id":"https://openalex.org/keywords/painting","display_name":"Painting","score":0.5202054381370544},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5155003666877747},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4966893792152405},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.44317254424095154},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4291412830352783},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4234573245048523},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41395923495292664},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35565775632858276},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34542909264564514},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14348000288009644},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0888274610042572},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.08619484305381775},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.06957444548606873}],"concepts":[{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.858472466468811},{"id":"https://openalex.org/C194232998","wikidata":"https://www.wikidata.org/wiki/Q1606712","display_name":"Transition (genetics)","level":3,"score":0.6858664155006409},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6691188812255859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5464372634887695},{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.5202054381370544},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5155003666877747},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4966893792152405},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.44317254424095154},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4291412830352783},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4234573245048523},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41395923495292664},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35565775632858276},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34542909264564514},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14348000288009644},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0888274610042572},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.08619484305381775},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.06957444548606873},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001154","descriptor_name":"Art","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001154","descriptor_name":"Art","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001154","descriptor_name":"Art","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010151","descriptor_name":"Paintings","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010151","descriptor_name":"Paintings","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010151","descriptor_name":"Paintings","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011897","descriptor_name":"Random Allocation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011897","descriptor_name":"Random Allocation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011897","descriptor_name":"Random Allocation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055614","descriptor_name":"Genetic Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055614","descriptor_name":"Genetic Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055614","descriptor_name":"Genetic Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1162/evco_a_00270","is_oa":false,"landing_page_url":"https://doi.org/10.1162/evco_a_00270","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","raw_type":"journal-article"},{"id":"pmid:32101028","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32101028","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":"Evolutionary computation","raw_type":null},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/129516","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/129516","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1162/evco_a_00270","raw_type":"Journal article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":91,"referenced_works":["https://openalex.org/W11855944","https://openalex.org/W55203977","https://openalex.org/W161717461","https://openalex.org/W649658523","https://openalex.org/W1484234309","https://openalex.org/W1486919307","https://openalex.org/W1504319029","https://openalex.org/W1520655581","https://openalex.org/W1528908714","https://openalex.org/W1548147616","https://openalex.org/W1567126838","https://openalex.org/W1572267420","https://openalex.org/W1594476086","https://openalex.org/W1594772103","https://openalex.org/W1596527888","https://openalex.org/W1601657694","https://openalex.org/W1605771973","https://openalex.org/W1606162459","https://openalex.org/W1608375915","https://openalex.org/W1654488298","https://openalex.org/W1857491248","https://openalex.org/W1859070226","https://openalex.org/W1909571761","https://openalex.org/W1970025632","https://openalex.org/W1977431865","https://openalex.org/W1983725795","https://openalex.org/W1986834262","https://openalex.org/W1989225925","https://openalex.org/W2027586790","https://openalex.org/W2031283589","https://openalex.org/W2050462717","https://openalex.org/W2050879523","https://openalex.org/W2058983849","https://openalex.org/W2061163476","https://openalex.org/W2068695291","https://openalex.org/W2082071958","https://openalex.org/W2083515646","https://openalex.org/W2095168184","https://openalex.org/W2102044362","https://openalex.org/W2105159390","https://openalex.org/W2108704847","https://openalex.org/W2114814475","https://openalex.org/W2120076230","https://openalex.org/W2120723178","https://openalex.org/W2122400453","https://openalex.org/W2125637308","https://openalex.org/W2127143521","https://openalex.org/W2129142013","https://openalex.org/W2137262223","https://openalex.org/W2138819385","https://openalex.org/W2139886332","https://openalex.org/W2151019861","https://openalex.org/W2153401898","https://openalex.org/W2159088557","https://openalex.org/W2219288026","https://openalex.org/W2236247158","https://openalex.org/W2331128040","https://openalex.org/W2344328033","https://openalex.org/W2347136187","https://openalex.org/W2461230277","https://openalex.org/W2475287302","https://openalex.org/W2493566497","https://openalex.org/W2495093152","https://openalex.org/W2550673061","https://openalex.org/W2599354476","https://openalex.org/W2600895039","https://openalex.org/W2604517447","https://openalex.org/W2604662548","https://openalex.org/W2726056738","https://openalex.org/W2765130172","https://openalex.org/W2790906993","https://openalex.org/W2794012636","https://openalex.org/W2868432800","https://openalex.org/W2888973591","https://openalex.org/W2896790658","https://openalex.org/W2899702797","https://openalex.org/W2901933146","https://openalex.org/W2914634064","https://openalex.org/W2937978149","https://openalex.org/W2952329460","https://openalex.org/W2962809967","https://openalex.org/W2962961217","https://openalex.org/W2963640987","https://openalex.org/W2963978962","https://openalex.org/W2998256089","https://openalex.org/W3102542372","https://openalex.org/W3132186272","https://openalex.org/W4230848933","https://openalex.org/W4249723702","https://openalex.org/W4297953369","https://openalex.org/W4301914796"],"related_works":["https://openalex.org/W2580687016","https://openalex.org/W2886265999","https://openalex.org/W2383951830","https://openalex.org/W1591565242","https://openalex.org/W2369092230","https://openalex.org/W2357187602","https://openalex.org/W2940819518","https://openalex.org/W2233552742","https://openalex.org/W2389267382","https://openalex.org/W2543854215"],"abstract_inverted_index":{"We":[0,16,96],"present":[1],"a":[2,34,112],"study":[3,29],"demonstrating":[4],"how":[5,30,81],"random":[6,26,86,106,119],"walk":[7,87,107,120],"algorithms":[8],"can":[9,38,89,108],"be":[10,90,109],"used":[11,91],"for":[12,92],"evolutionary":[13,59,93,99],"image":[14,42,60,75,94,100],"transition.":[15],"design":[17],"different":[18,66,124],"mutation":[19,36],"operators":[20],"based":[21],"on":[22],"uniform":[23],"and":[24,28,50,68,121],"biased":[25,85,105],"walks":[27],"their":[31],"combination":[32],"with":[33,63],"baseline":[35],"operator":[37],"lead":[39],"to":[40,65],"interesting":[41],"transition":[43,61,76],"processes":[44],"in":[45],"terms":[46],"of":[47,83,117],"visual":[48],"effects":[49],"artistic":[51,125],"features.":[52],"Using":[53],"feature-based":[54],"analysis":[55],"we":[56,79],"investigate":[57,80],"the":[58,70,74,115,118],"behaviour":[62],"respect":[64],"features":[67],"evaluate":[69],"images":[71],"constructed":[72],"during":[73],"process.":[77],"Afterwards,":[78],"modifications":[82],"our":[84],"approaches":[88],"painting.":[95],"introduce":[97],"an":[98],"painting":[101,126],"approach":[102],"whose":[103],"underlying":[104],"controlled":[110],"by":[111],"parameter":[113],"influencing":[114],"bias":[116],"thereby":[122],"creating":[123],"effects.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
