{"id":"https://openalex.org/W1902789698","doi":"https://doi.org/10.5220/0004737601790186","title":"Computational Models of Machine Vision - Goal, Role and Success","display_name":"Computational Models of Machine Vision - Goal, Role and Success","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1902789698","doi":"https://doi.org/10.5220/0004737601790186","mag":"1902789698"},"language":"en","primary_location":{"id":"doi:10.5220/0004737601790186","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004737601790186","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Computer Vision Theory and Applications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0004737601790186","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063992873","display_name":"Tayyaba Azim","orcid":"https://orcid.org/0000-0002-6940-7955"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Tayyaba Azim","raw_affiliation_strings":["Communications, Signals, Processing and Control (CSPC) Group, School of Electronics and Computer Science, University of Southampton, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communications, Signals, Processing and Control (CSPC) Group, School of Electronics and Computer Science, University of Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063992873"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0387358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"179","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9966999888420105,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification 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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9947999715805054,"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/T10320","display_name":"Neural Networks and Applications","score":0.972599983215332,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7441267967224121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.665923535823822},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6025424599647522},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5880213975906372},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.530247688293457},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4788125157356262},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4647858142852783},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.4639745354652405},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.45735234022140503},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.4562867283821106},{"id":"https://openalex.org/keywords/mainstream","display_name":"Mainstream","score":0.4124975800514221},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.3616293668746948},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32343584299087524}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7441267967224121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.665923535823822},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6025424599647522},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5880213975906372},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.530247688293457},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4788125157356262},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4647858142852783},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.4639745354652405},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.45735234022140503},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.4562867283821106},{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.4124975800514221},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3616293668746948},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32343584299087524},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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:10.5220/0004737601790186","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004737601790186","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Computer Vision Theory and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0004737601790186","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004737601790186","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Computer Vision Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W180521011","https://openalex.org/W1487374707","https://openalex.org/W1498436455","https://openalex.org/W1507121736","https://openalex.org/W1582051163","https://openalex.org/W1590105591","https://openalex.org/W1593057674","https://openalex.org/W1594551768","https://openalex.org/W1604009609","https://openalex.org/W1606858007","https://openalex.org/W1625255723","https://openalex.org/W1659118978","https://openalex.org/W1748744376","https://openalex.org/W1852924452","https://openalex.org/W1901041506","https://openalex.org/W1964155876","https://openalex.org/W1966385142","https://openalex.org/W1995756857","https://openalex.org/W1998194521","https://openalex.org/W2006208182","https://openalex.org/W2016354087","https://openalex.org/W2017974076","https://openalex.org/W2020604100","https://openalex.org/W2025817858","https://openalex.org/W2026942141","https://openalex.org/W2053229256","https://openalex.org/W2053439156","https://openalex.org/W2068470708","https://openalex.org/W2081519360","https://openalex.org/W2087136219","https://openalex.org/W2091845343","https://openalex.org/W2092798093","https://openalex.org/W2095757522","https://openalex.org/W2097290407","https://openalex.org/W2097620723","https://openalex.org/W2112020727","https://openalex.org/W2113207952","https://openalex.org/W2113345172","https://openalex.org/W2113855951","https://openalex.org/W2115096495","https://openalex.org/W2116360511","https://openalex.org/W2123806929","https://openalex.org/W2123977795","https://openalex.org/W2125756925","https://openalex.org/W2126810579","https://openalex.org/W2127074029","https://openalex.org/W2130095305","https://openalex.org/W2135512949","https://openalex.org/W2136922672","https://openalex.org/W2137234026","https://openalex.org/W2138451337","https://openalex.org/W2138857742","https://openalex.org/W2144730066","https://openalex.org/W2144982973","https://openalex.org/W2147238549","https://openalex.org/W2147336335","https://openalex.org/W2149194912","https://openalex.org/W2151103935","https://openalex.org/W2151725582","https://openalex.org/W2155677028","https://openalex.org/W2156406284","https://openalex.org/W2161893161","https://openalex.org/W2161969291","https://openalex.org/W2164598857","https://openalex.org/W2166473218","https://openalex.org/W2167558105","https://openalex.org/W2618530766","https://openalex.org/W2913932916"],"related_works":["https://openalex.org/W1583826057","https://openalex.org/W2114275278","https://openalex.org/W1489511283","https://openalex.org/W2974914859","https://openalex.org/W2026565050","https://openalex.org/W2110244802","https://openalex.org/W2163728705","https://openalex.org/W949345935","https://openalex.org/W2134777860","https://openalex.org/W1601867506"],"abstract_inverted_index":{"This":[0],"paper":[1],"surveys":[2],"the":[3,11,17,32,42,69,77,97,104,111,140,151,160,165,168,180,183],"learning":[4,33,143],"algorithms":[5],"of":[6,19,31,44,48,71,99,107,113,139,167,175,182],"visual":[7,141],"features":[8],"representation":[9],"and":[10,35,67,118,137,170],"computational":[12],"modelling":[13],"approaches":[14,74,153],"proposed":[15,157],"with":[16],"aim":[18],"developing":[20,100],"better":[21,55,101],"artificial":[22],"object":[23],"recognition":[24],"systems.":[25],"It":[26],"turns":[27],"out":[28],"that":[29,53,75,89,127,154,177],"most":[30],"theories":[34],"schemas":[36],"have":[37,122,155],"been":[38,156],"developed":[39],"either":[40],"in":[41,109,115,120],"spirit":[43],"understanding":[45],"biological":[46,94],"facts":[47],"vision":[49,117],"or":[50,56,146],"designing":[51],"machines":[52],"provide":[54],"competitive":[57],"perception":[58],"power":[59],"than":[60],"humans.":[61],"In":[62],"this":[63],"study,":[64],"we":[65],"discuss":[66],"analyse":[68],"impact":[70],"notable":[72],"statistical":[73],"map":[76],"cognitive":[78],"neural":[79],"activity":[80],"at":[81],"macro":[82],"level":[83],"formally,":[84],"as":[85,87],"well":[86],"those":[88],"work":[90],"independently":[91],"without":[92],"any":[93],"inspiration":[95],"towards":[96],"goal":[98],"classifiers.":[102],"With":[103],"ultimate":[105],"objective":[106],"classification":[108,161],"hand,":[110],"dimensions":[112],"research":[114],"computer":[116],"AI":[119],"general,":[121],"expanded":[123],"so":[124,126],"much":[125],"it":[128],"has":[129],"become":[130],"important":[131],"to":[132,158],"understand":[133],"if":[134],"our":[135],"goals":[136],"diagnostics":[138],"input":[142],"are":[144],"correct":[145],"not.":[147],"We":[148],"first":[149],"highlight":[150],"mainstream":[152],"solve":[159],"task":[162],"ever":[163],"since":[164],"advent":[166],"field,":[169],"then":[171],"suggest":[172],"some":[173],"criterion":[174],"success":[176],"can":[178],"guide":[179],"direction":[181],"future":[184],"research.":[185]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2016-06-24T00:00:00"}
