{"id":"https://openalex.org/W4410773119","doi":"https://doi.org/10.1007/978-3-031-92808-6_10","title":"Unlocking Comics: The AI4VA Dataset for\u00a0Visual Understanding","display_name":"Unlocking Comics: The AI4VA Dataset for\u00a0Visual Understanding","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410773119","doi":"https://doi.org/10.1007/978-3-031-92808-6_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-92808-6_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-92808-6_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-031-92808-6_10","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028306673","display_name":"Peter Gr\u00f6nquist","orcid":"https://orcid.org/0000-0002-3290-9361"},"institutions":[{"id":"https://openalex.org/I4210146936","display_name":"Huawei Technologies (United States)","ror":"https://ror.org/03jyqk712","country_code":"US","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210146936"]},{"id":"https://openalex.org/I4210160618","display_name":"Huawei Technologies (United Kingdom)","ror":"https://ror.org/056gzgs71","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210160618"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","GB","US"],"is_corresponding":true,"raw_author_name":"Peter Gr\u00f6nquist","raw_affiliation_strings":["Huawei Technologies, Z\u00fcrich Research Center, Z\u00fcrich, Switzerland","\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, Z\u00fcrich Research Center, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I4210146936","https://openalex.org/I4210160618"]},{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075119067","display_name":"Deblina Bhattacharjee","orcid":"https://orcid.org/0000-0002-0534-852X"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]},{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["CH","GB"],"is_corresponding":false,"raw_author_name":"Deblina Bhattacharjee","raw_affiliation_strings":["University of Bath, Bath, UK","\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Bath, Bath, UK","institution_ids":["https://openalex.org/I51601045"]},{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004579303","display_name":"Bahar Aydemir","orcid":"https://orcid.org/0000-0001-5202-5240"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Bahar Aydemir","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073378975","display_name":"Baran Ozaydin","orcid":"https://orcid.org/0009-0000-8512-3381"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Baran Ozaydin","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378750","display_name":"Tong Zhang","orcid":"https://orcid.org/0000-0001-5818-4285"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tong Zhang","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049300388","display_name":"Mathieu Salzmann","orcid":"https://orcid.org/0000-0002-8347-8637"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mathieu Salzmann","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078201467","display_name":"Sabine S\u00fcsstrunk","orcid":"https://orcid.org/0000-0002-0441-6068"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sabine S\u00fcsstrunk","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5028306673"],"corresponding_institution_ids":["https://openalex.org/I4210146936","https://openalex.org/I4210160618","https://openalex.org/I5124864"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":4.0203,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92647619,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"155","last_page":"172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9991000294685364,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9991000294685364,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9962999820709229,"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":0.9961000084877014,"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/comics","display_name":"Comics","score":0.8875819444656372},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8531578779220581},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4014657437801361},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3859790861606598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3319858908653259}],"concepts":[{"id":"https://openalex.org/C529099274","wikidata":"https://www.wikidata.org/wiki/Q1004","display_name":"Comics","level":2,"score":0.8875819444656372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8531578779220581},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4014657437801361},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3859790861606598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3319858908653259}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-92808-6_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-92808-6_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-92808-6_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-92808-6_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1997781091","https://openalex.org/W2030973401","https://openalex.org/W2091649119","https://openalex.org/W2108598243","https://openalex.org/W2125756925","https://openalex.org/W2137401668","https://openalex.org/W2144764737","https://openalex.org/W2151103935","https://openalex.org/W2151823074","https://openalex.org/W2221366145","https://openalex.org/W2295107390","https://openalex.org/W2552837936","https://openalex.org/W2753641513","https://openalex.org/W2755465803","https://openalex.org/W2791998930","https://openalex.org/W2809757976","https://openalex.org/W2919115771","https://openalex.org/W2962823940","https://openalex.org/W2962858109","https://openalex.org/W2963503775","https://openalex.org/W3011978462","https://openalex.org/W3017083351","https://openalex.org/W3034305572","https://openalex.org/W3048775510","https://openalex.org/W3097337310","https://openalex.org/W3099982213","https://openalex.org/W3132652652","https://openalex.org/W3135367836","https://openalex.org/W3176482836","https://openalex.org/W3199495496","https://openalex.org/W3209023611","https://openalex.org/W4213155393","https://openalex.org/W4214520160","https://openalex.org/W4225004727","https://openalex.org/W4225323055","https://openalex.org/W4312933868","https://openalex.org/W4322718191","https://openalex.org/W4386076080","https://openalex.org/W4386723894","https://openalex.org/W4390872147","https://openalex.org/W4402727359","https://openalex.org/W4402753888","https://openalex.org/W6778883912","https://openalex.org/W6809455289"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3201315974","https://openalex.org/W3015688758","https://openalex.org/W3171682447","https://openalex.org/W3216780987","https://openalex.org/W2228920720","https://openalex.org/W610194060","https://openalex.org/W608774069"],"abstract_inverted_index":{"In":[0],"the":[1,65,119,133,166,172],"evolving":[2],"landscape":[3],"of":[4,17,82,121,132],"deep":[5],"learning,":[6],"there":[7,27],"is":[8,28,128],"a":[9,29,58,129],"pressing":[10],"need":[11],"for":[12,35,68,111,118],"more":[13],"comprehensive":[14],"datasets":[15,45],"capable":[16],"training":[18],"models":[19],"across":[20,103],"multiple":[21],"modalities.":[22],"Concurrently,":[23],"in":[24,163],"digital":[25],"humanities,":[26],"growing":[30],"demand":[31],"to":[32,47],"leverage":[33],"technology":[34],"diverse":[36,101],"media":[37],"adaptation":[38],"and":[39,49,77,85,88,92,123,144,156,161],"creation,":[40],"yet":[41],"limited":[42],"by":[43,165],"sparse":[44],"due":[46],"copyright":[48],"stylistic":[50],"constraints.":[51],"Addressing":[52],"this":[53,105],"gap,":[54],"our":[55],"paper":[56],"presents":[57],"novel":[59],"dataset":[60,106,127],"comprising":[61],"Franco-Belgian":[62],"comics":[63],"from":[64,95],"1950s":[66],"annotated":[67],"tasks":[69],"including":[70,99],"depth":[71,143],"estimation,":[72],"semantic":[73],"segmentation,":[74],"saliency":[75],"detection,":[76],"character":[78],"identification.":[79],"It":[80],"consists":[81],"two":[83],"distinct":[84],"consistent":[86],"styles":[87],"incorporates":[89],"object":[90],"concepts":[91],"labels":[93],"taken":[94],"natural":[96],"images.":[97],"By":[98],"such":[100],"information":[102],"styles,":[104],"not":[107],"only":[108],"holds":[109],"promise":[110],"computational":[112],"creativity":[113],"but":[114],"also":[115],"offers":[116],"avenues":[117],"digitization":[120],"art":[122],"storytelling":[124],"innovation.":[125],"This":[126],"crucial":[130],"component":[131],"AI4VA":[134],"Workshop":[135],"Challenges":[136],"https://sites.google.com/view/ai4vaeccv2024":[137],",":[138],"where":[139],"we":[140],"specifically":[141],"explore":[142],"saliency.":[145],"Dataset":[146],"details":[147],"at":[148,159],"https://github.com/IVRL/AI4VA":[149],"(Work":[150],"done":[151],"when":[152],"PG,":[153],"DB,":[154],"BA,":[155],"BO":[157],"were":[158],"EPFL":[160],"supported":[162],"part":[164],"Swiss":[167],"National":[168],"Science":[169],"Foundation":[170],"via":[171],"Sinergia":[173],"grant":[174],"CRSII5-180359.).":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}