{"id":"https://openalex.org/W4409916744","doi":"https://doi.org/10.1109/access.2025.3565300","title":"A Review on Research and Application of AI-Based Image Analysis in the Field of Computer Vision","display_name":"A Review on Research and Application of AI-Based Image Analysis in the Field of Computer Vision","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409916744","doi":"https://doi.org/10.1109/access.2025.3565300"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3565300","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3565300","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3565300","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032493621","display_name":"Pan Wu","orcid":"https://orcid.org/0000-0003-1490-8733"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Pan Wu","raw_affiliation_strings":["College of Digital Media, Chongqing Polytechnic University of Electronic Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Digital Media, Chongqing Polytechnic University of Electronic Technology, Chongqing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062896763","display_name":"Xiaoqiang He","orcid":"https://orcid.org/0000-0003-0969-4929"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaoqiang He","raw_affiliation_strings":["College of Communication Engineering, Chongqing Polytechnic University of Electronic Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Chongqing Polytechnic University of Electronic Technology, Chongqing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113216468","display_name":"Wenhao Dai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wenhao Dai","raw_affiliation_strings":["College of Digital Media, Chongqing Polytechnic University of Electronic Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Digital Media, Chongqing Polytechnic University of Electronic Technology, Chongqing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102951145","display_name":"Jingyi Zhou","orcid":"https://orcid.org/0000-0002-0119-3583"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingwei Zhou","raw_affiliation_strings":["College of Digital Media, Chongqing Polytechnic University of Electronic Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Digital Media, Chongqing Polytechnic University of Electronic Technology, Chongqing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101467057","display_name":"Yang Shang","orcid":"https://orcid.org/0000-0002-5836-5016"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yutong Shang","raw_affiliation_strings":["College of Digital Media, Chongqing Polytechnic University of Electronic Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Digital Media, Chongqing Polytechnic University of Electronic Technology, Chongqing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430781","display_name":"Yachun Fan","orcid":"https://orcid.org/0000-0002-0425-1590"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yourong Fan","raw_affiliation_strings":["College of Digital Media, Chongqing Polytechnic University of Electronic Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Digital Media, Chongqing Polytechnic University of Electronic Technology, Chongqing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025116685","display_name":"Tao Hu","orcid":"https://orcid.org/0000-0002-5401-8164"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tao Hu","raw_affiliation_strings":["College of Communication Engineering, Chongqing Polytechnic University of Electronic Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Chongqing Polytechnic University of Electronic Technology, Chongqing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5032493621"],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":21.6757,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.99175784,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"13","issue":null,"first_page":"76684","last_page":"76702"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.09539999812841415,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13647","display_name":"AI and Big Data Applications","score":0.09539999812841415,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14347","display_name":"Big Data and Digital Economy","score":0.053599998354911804,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.04969999939203262,"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/computer-science","display_name":"Computer science","score":0.746240496635437},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6144342422485352},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5886713862419128},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5269632935523987},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46289482712745667},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3827933073043823},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0734986960887909}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.746240496635437},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6144342422485352},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5886713862419128},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5269632935523987},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46289482712745667},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3827933073043823},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0734986960887909},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3565300","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3565300","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:71bd22115ed24e858b7217898c7ed18c","is_oa":true,"landing_page_url":"https://doaj.org/article/71bd22115ed24e858b7217898c7ed18c","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":"IEEE Access, Vol 13, Pp 76684-76702 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3565300","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3565300","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2241806607","display_name":null,"funder_award_id":"CSTB2023NSCQ-MSX0965","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G22490467","display_name":null,"funder_award_id":"KJZD-K202303102","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"}],"funders":[{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324805","display_name":"Chongqing Municipal Education Commission","ror":"https://ror.org/031nm5713"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":125,"referenced_works":["https://openalex.org/W1979146594","https://openalex.org/W2139479830","https://openalex.org/W2165015795","https://openalex.org/W2248723555","https://openalex.org/W2565813159","https://openalex.org/W2618530766","https://openalex.org/W2724714528","https://openalex.org/W2894561647","https://openalex.org/W2903662607","https://openalex.org/W2910688461","https://openalex.org/W2911758669","https://openalex.org/W2944005669","https://openalex.org/W2979300161","https://openalex.org/W2981574046","https://openalex.org/W2981903848","https://openalex.org/W3018757597","https://openalex.org/W3034208634","https://openalex.org/W3040111091","https://openalex.org/W3049254768","https://openalex.org/W3081006173","https://openalex.org/W3096947210","https://openalex.org/W3102571413","https://openalex.org/W3122817280","https://openalex.org/W3152873785","https://openalex.org/W3157466400","https://openalex.org/W3163437482","https://openalex.org/W3163720395","https://openalex.org/W3181720533","https://openalex.org/W3195460166","https://openalex.org/W3201376346","https://openalex.org/W3203160579","https://openalex.org/W3203827521","https://openalex.org/W3205965083","https://openalex.org/W3208191857","https://openalex.org/W3209004384","https://openalex.org/W4205740037","https://openalex.org/W4206820039","https://openalex.org/W4210477486","https://openalex.org/W4213098933","https://openalex.org/W4213402071","https://openalex.org/W4214604401","https://openalex.org/W4226512186","https://openalex.org/W4294993033","https://openalex.org/W4295308268","https://openalex.org/W4310748417","https://openalex.org/W4313555467","https://openalex.org/W4324058078","https://openalex.org/W4324093957","https://openalex.org/W4324143634","https://openalex.org/W4360596908","https://openalex.org/W4364352185","https://openalex.org/W4367055910","https://openalex.org/W4377009107","https://openalex.org/W4378373470","https://openalex.org/W4379534796","https://openalex.org/W4384129427","https://openalex.org/W4384201853","https://openalex.org/W4385864061","https://openalex.org/W4386088285","https://openalex.org/W4386275726","https://openalex.org/W4386320522","https://openalex.org/W4386869644","https://openalex.org/W4387809428","https://openalex.org/W4387829734","https://openalex.org/W4388486512","https://openalex.org/W4388622900","https://openalex.org/W4388823657","https://openalex.org/W4389169206","https://openalex.org/W4389265550","https://openalex.org/W4389319169","https://openalex.org/W4389577616","https://openalex.org/W4389961078","https://openalex.org/W4390660098","https://openalex.org/W4390817508","https://openalex.org/W4390955652","https://openalex.org/W4391323141","https://openalex.org/W4391483785","https://openalex.org/W4391594087","https://openalex.org/W4391694085","https://openalex.org/W4391988064","https://openalex.org/W4392388467","https://openalex.org/W4392567235","https://openalex.org/W4392902287","https://openalex.org/W4393406964","https://openalex.org/W4394911343","https://openalex.org/W4394957378","https://openalex.org/W4394994581","https://openalex.org/W4395113676","https://openalex.org/W4395668991","https://openalex.org/W4396222004","https://openalex.org/W4396817472","https://openalex.org/W4396852926","https://openalex.org/W4396853145","https://openalex.org/W4396982312","https://openalex.org/W4398187760","https://openalex.org/W4398765520","https://openalex.org/W4398787803","https://openalex.org/W4399563901","https://openalex.org/W4399728346","https://openalex.org/W4399800756","https://openalex.org/W4400111734","https://openalex.org/W4400314697","https://openalex.org/W4400646179","https://openalex.org/W4400772240","https://openalex.org/W4400975474","https://openalex.org/W4401110587","https://openalex.org/W4401246413","https://openalex.org/W4401361029","https://openalex.org/W4401416647","https://openalex.org/W4401692204","https://openalex.org/W4401717606","https://openalex.org/W4402594496","https://openalex.org/W4402703076","https://openalex.org/W4402704573","https://openalex.org/W4402716047","https://openalex.org/W4402753775","https://openalex.org/W4403435464","https://openalex.org/W4404941680","https://openalex.org/W4405446156","https://openalex.org/W4406354366","https://openalex.org/W6802714222","https://openalex.org/W6861684121","https://openalex.org/W6868376143","https://openalex.org/W6872460739","https://openalex.org/W6875158995"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0],"rapid":[1],"development":[2,109],"of":[3,11,26,30,47,108,128,143],"artificial":[4],"intelligence":[5],"has":[6],"significantly":[7],"advanced":[8],"the":[9,27,31,45,85,126,140],"field":[10],"computer":[12,144],"vision,":[13],"particularly":[14],"in":[15,50],"image":[16,48,60,148],"analysis":[17,49,107],"and":[18,35,58,64,69,77,87,97,99,117,122,125,131,146],"understanding.":[19],"This":[20,80],"paper":[21,81],"provides":[22],"a":[23,105,136],"comprehensive":[24],"review":[25],"current":[28],"state":[29],"field,":[32],"key":[33],"technologies,":[34],"their":[36],"applications":[37],"across":[38],"various":[39],"real-world":[40],"scenarios.":[41],"It":[42],"delves":[43],"into":[44],"value":[46],"critical":[51],"areas":[52],"such":[53,111],"as":[54,72,74,112],"personalized":[55],"art,":[56],"healthcare":[57],"medical":[59],"analysis,":[61],"security":[62],"monitoring":[63],"recognition":[65],"technology,":[66],"autonomous":[67],"driving":[68],"traffic":[70],"management,":[71],"well":[73],"industrial":[75],"automation":[76],"quality":[78],"control.":[79],"not":[82],"only":[83],"highlights":[84],"challenges":[86],"limitations,":[88],"including":[89],"dataset":[90],"constraints,":[91],"algorithm":[92,120],"generalization,":[93],"real-time":[94],"computational":[95],"costs,":[96],"privacy":[98,130],"ethical":[100],"concerns,":[101],"but":[102],"also":[103],"offers":[104],"forward-looking":[106],"trends":[110],"interdisciplinary":[113],"integration,":[114],"weakly":[115],"supervised":[116],"unsupervised":[118],"learning,":[119],"optimization":[121],"hardware":[123],"advancements,":[124],"protection":[127],"personal":[129],"information.":[132],"These":[133],"insights":[134],"provide":[135],"profound":[137],"perspective":[138],"on":[139],"future":[141],"trajectory":[142],"vision":[145],"AI-driven":[147],"analysis.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-04-30T00:00:00"}
