{"id":"https://openalex.org/W4389374385","doi":"https://doi.org/10.1145/3628797.3628937","title":"Few-shot Object Counting with Low-cost Counting Phase","display_name":"Few-shot Object Counting with Low-cost Counting Phase","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4389374385","doi":"https://doi.org/10.1145/3628797.3628937"},"language":"en","primary_location":{"id":"doi:10.1145/3628797.3628937","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3628797.3628937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Symposium on Information and Communication Technology","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5049985610","display_name":"Thuc Nguyen-Quang","orcid":"https://orcid.org/0000-0003-2523-8851"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Thuc Nguyen-Quang","raw_affiliation_strings":["Software Engineering Laboratory and John von Neumann Institute, University of Science, VNU-HCM, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Software Engineering Laboratory and John von Neumann Institute, University of Science, VNU-HCM, Viet Nam","institution_ids":["https://openalex.org/I23582244","https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053495766","display_name":"Minh\u2013Triet Tran","orcid":"https://orcid.org/0000-0003-3046-3041"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Minh-Triet Tran","raw_affiliation_strings":["Faculty of Information Technology, Software Engineering Laboratory, and John von Neumann Institute, University of Science, VNU-HCM, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Software Engineering Laboratory, and John von Neumann Institute, University of Science, VNU-HCM, Viet Nam","institution_ids":["https://openalex.org/I23582244","https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049985610"],"corresponding_institution_ids":["https://openalex.org/I123565023","https://openalex.org/I23582244"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1642432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"335","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9997000098228455,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9997000098228455,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9983999729156494,"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":0.80814528465271},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7427489757537842},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6123273372650146},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6039370894432068},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6028059720993042},{"id":"https://openalex.org/keywords/counting-problem","display_name":"Counting problem","score":0.5555112957954407},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.47847339510917664},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.47058171033859253},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.430575430393219},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39485567808151245},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38053321838378906},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.13352477550506592},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12872445583343506},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.0867253839969635},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08504700660705566},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07892131805419922}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.80814528465271},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7427489757537842},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6123273372650146},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6039370894432068},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6028059720993042},{"id":"https://openalex.org/C16592021","wikidata":"https://www.wikidata.org/wiki/Q5177154","display_name":"Counting problem","level":2,"score":0.5555112957954407},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.47847339510917664},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.47058171033859253},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.430575430393219},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39485567808151245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38053321838378906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.13352477550506592},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12872445583343506},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0867253839969635},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08504700660705566},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07892131805419922},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3628797.3628937","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3628797.3628937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Symposium on Information and Communication Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2913668833","https://openalex.org/W2983156430","https://openalex.org/W3034974675","https://openalex.org/W3110528336","https://openalex.org/W3120979957","https://openalex.org/W3170764266","https://openalex.org/W4221148940","https://openalex.org/W4221160666","https://openalex.org/W4312423884","https://openalex.org/W4312956471","https://openalex.org/W4361272409","https://openalex.org/W4390874575"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W2965083567","https://openalex.org/W4235240664","https://openalex.org/W1838576100","https://openalex.org/W2757182831","https://openalex.org/W2095886385","https://openalex.org/W2089704382","https://openalex.org/W1983399550","https://openalex.org/W97075385","https://openalex.org/W2357523926"],"abstract_inverted_index":{"Object":[0],"counting,":[1],"a":[2,9,13],"fundamental":[3],"task":[4,84],"in":[5,12],"computer":[6],"vision,":[7],"holds":[8],"pivotal":[10],"role":[11],"wide":[14],"range":[15],"of":[16,56,100],"applications,":[17],"including":[18],"surveillance":[19],"systems":[20],"and":[21,59],"environmental":[22],"monitoring.":[23],"However,":[24],"conventional":[25],"models":[26],"that":[27],"rely":[28],"on":[29,104],"the":[30,54,82],"early-fusion":[31],"mechanism":[32,44],"often":[33],"face":[34],"difficulties":[35],"when":[36],"seamlessly":[37],"integrating":[38],"with":[39],"retrieval":[40],"systems.":[41],"While":[42],"this":[43],"is":[45,110],"effective,":[46],"it":[47],"demands":[48],"significant":[49],"computational":[50,91],"resources,":[51],"thereby":[52],"impeding":[53],"scalability":[55],"counting":[57,83,106],"processes":[58],"limiting":[60],"their":[61],"practical":[62],"applicability.":[63],"In":[64],"response":[65],"to":[66,76,98],"these":[67],"challenges,":[68],"our":[69],"study":[70],"introduces":[71],"an":[72],"innovative":[73],"two-phase":[74],"approach":[75,109],"object":[77],"counting.":[78],"By":[79],"breaking":[80],"down":[81],"into":[85],"distinct":[86],"phases,":[87],"we":[88],"substantially":[89],"reduce":[90],"overhead":[92],"while":[93],"maintaining":[94],"performance":[95],"levels":[96],"comparable":[97],"those":[99],"previous":[101],"methods":[102],"relying":[103],"resource-intensive":[105],"decoders.":[107],"This":[108],"opening":[111],"up":[112],"exciting":[113],"new":[114],"possibilities":[115],"for":[116],"real-world":[117],"applications.":[118]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}