{"id":"https://openalex.org/W4399418378","doi":"https://doi.org/10.1145/3652583.3657594","title":"Conversational Image Search: A Sketch-based Approach","display_name":"Conversational Image Search: A Sketch-based Approach","publication_year":2024,"publication_date":"2024-05-30","ids":{"openalex":"https://openalex.org/W4399418378","doi":"https://doi.org/10.1145/3652583.3657594"},"language":"en","primary_location":{"id":"doi:10.1145/3652583.3657594","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652583.3657594","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3657594","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3657594","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099043526","display_name":"Daniel D. Braghis","orcid":"https://orcid.org/0009-0009-8192-7484"},"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":"Daniel D. Braghis","raw_affiliation_strings":["School of Electronics &amp; Computer Science, University of Southampton, Southampton, Hampshire, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0009-8192-7484","affiliations":[{"raw_affiliation_string":"School of Electronics &amp; Computer Science, University of Southampton, Southampton, Hampshire, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034400349","display_name":"Haiming Liu","orcid":"https://orcid.org/0000-0002-0390-3657"},"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":false,"raw_author_name":"Haiming Liu","raw_affiliation_strings":["School of Electronics &amp; Computer Science, University of Southampton, Southampton, Hampshire, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-0390-3657","affiliations":[{"raw_affiliation_string":"School of Electronics &amp; Computer Science, University of Southampton, Southampton, Hampshire, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5099043526"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":1.1904,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79263916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1265","last_page":"1269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9993000030517578,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9857000112533569,"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":0.8266714811325073},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.5381098389625549},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5302291512489319},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4897744655609131},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4890495240688324},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4681684672832489},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4645196199417114},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4302745461463928},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.4253408908843994},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3934241831302643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3713327646255493}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8266714811325073},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.5381098389625549},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5302291512489319},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4897744655609131},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4890495240688324},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4681684672832489},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4645196199417114},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4302745461463928},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.4253408908843994},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3934241831302643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3713327646255493},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3652583.3657594","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652583.3657594","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3657594","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:503513","is_oa":false,"landing_page_url":"http://doi.org/10.1145/3652583.3657594>).","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"doi:10.1145/3652583.3657594","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652583.3657594","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3657594","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399418378.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W139472467","https://openalex.org/W1539790486","https://openalex.org/W2086599665","https://openalex.org/W2169195498","https://openalex.org/W2898076813","https://openalex.org/W2962747232","https://openalex.org/W3196691777","https://openalex.org/W3201646979","https://openalex.org/W3209431991","https://openalex.org/W4200084389","https://openalex.org/W4226289277","https://openalex.org/W4281482237","https://openalex.org/W4281647559","https://openalex.org/W4312759111","https://openalex.org/W6600237248","https://openalex.org/W6605713118"],"related_works":["https://openalex.org/W2378994405","https://openalex.org/W2385974820","https://openalex.org/W2373478030","https://openalex.org/W2378679551","https://openalex.org/W3149739944","https://openalex.org/W2392363776","https://openalex.org/W2063051341","https://openalex.org/W2591066345","https://openalex.org/W1494563618","https://openalex.org/W2185495922"],"abstract_inverted_index":{"Conversational":[0],"image":[1,34,85,142,147],"search":[2,35,97,121,128,148,187],"has":[3],"emerged":[4],"as":[5,182],"a":[6,27,31,62,74,91,114,131,145,189],"progressive":[7],"step":[8],"beyond":[9],"traditional":[10],"keyword-based":[11],"methodologies,":[12],"which":[13],"addresses":[14],"challenges":[15],"in":[16,65,83,193],"human-computer":[17],"interaction":[18],"during":[19],"the":[20,48,59,84,127,136,151,166,177],"information":[21,171],"retrieval":[22],"process.":[23],"This":[24,123],"paper":[25],"introduces":[26],"demonstration":[28,161],"called":[29],"DoodleShoper,":[30],"forward-thinking":[32],"conversational":[33,96],"assistant":[36],"centered":[37],"around":[38],"sketching,":[39],"specifically":[40],"tailored":[41],"for":[42],"online":[43],"product":[44],"searches.":[45],"It":[46],"underscores":[47],"importance":[49],"of":[50,61,153,179],"visual":[51],"diversity,":[52],"often":[53],"eluding":[54],"verbal":[55],"expression":[56],"while":[57],"highlighting":[58],"efficacy":[60],"sketch-based":[63],"approach":[64,112],"enhancing":[66],"user":[67,170],"interaction.":[68,158],"The":[69,159],"proposed":[70],"modular":[71],"architecture":[72],"integrates":[73],"state-of-the-art":[75],"Language":[76],"Model":[77],"with":[78,109],"advanced":[79],"Stable":[80],"Diffusion":[81],"technologies":[82],"generation":[86],"field":[87],"to":[88,117,140,144,168],"offer":[89],"users":[90],"more":[92],"intuitive":[93],"and":[94,164,173],"precise":[95],"experience.":[98],"Unlike":[99],"most":[100],"conventional":[101],"methods":[102],"that":[103],"directly":[104,138],"align":[105],"prompts":[106],"or":[107,185],"sketches":[108,181],"images,":[110],"our":[111],"leverages":[113],"generative":[115],"model":[116],"produce":[118],"an":[119,141,183],"intermediate":[120],"outcome.":[122],"strategic":[124],"shift":[125],"streamlines":[126],"process":[129],"from":[130],"zero-shot":[132],"query":[133,137],"-":[134,143],"where":[135],"corresponds":[139],"reverse":[146],"task,":[149],"facilitating":[150],"discovery":[152],"similar":[154],"images":[155],"through":[156],"multimodal":[157],"implemented":[160],"involves":[162],"refining":[163],"expanding":[165],"application":[167],"diverse":[169],"needs":[172],"preferences,":[174],"including":[175],"exploring":[176],"potential":[178],"utilising":[180],"alternative":[184],"complementary":[186],"environment,":[188],"novel":[190],"concept":[191],"rooted":[192],"current":[194],"research.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
