{"id":"https://openalex.org/W4413178895","doi":"https://doi.org/10.1109/gcwkshp64532.2024.11101073","title":"Few-shot Semantic Encoding and Decoding for Video Surveillance","display_name":"Few-shot Semantic Encoding and Decoding for Video Surveillance","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4413178895","doi":"https://doi.org/10.1109/gcwkshp64532.2024.11101073"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshp64532.2024.11101073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshp64532.2024.11101073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Globecom Workshops (GC Wkshps)","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/A5102796513","display_name":"Baoping Cheng","orcid":"https://orcid.org/0009-0002-6162-3343"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Baoping Cheng","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yukun Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yukun Zhang","raw_affiliation_strings":["China Mobile (Hangzhou) Information Technology Co., Ltd,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"China Mobile (Hangzhou) Information Technology Co., Ltd,Hangzhou,China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328723","display_name":"Liming Wang","orcid":"https://orcid.org/0000-0002-4178-3537"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liming Wang","raw_affiliation_strings":["China Mobile (Hangzhou) Information Technology Co., Ltd,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"China Mobile (Hangzhou) Information Technology Co., Ltd,Hangzhou,China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020490445","display_name":"Xiaoyan Xie","orcid":"https://orcid.org/0000-0001-9728-457X"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Xie","raw_affiliation_strings":["China Mobile (Hangzhou) Information Technology Co., Ltd,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"China Mobile (Hangzhou) Information Technology Co., Ltd,Hangzhou,China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013882133","display_name":"Tao Fu","orcid":"https://orcid.org/0000-0002-6356-1871"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Fu","raw_affiliation_strings":["China Mobile (Hangzhou) Information Technology Co., Ltd,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"China Mobile (Hangzhou) Information Technology Co., Ltd,Hangzhou,China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071278473","display_name":"Dongkun Wang","orcid":"https://orcid.org/0000-0001-7990-6152"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongkun Wang","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087298250","display_name":"Xiaoming Tao","orcid":"https://orcid.org/0000-0002-2406-0695"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Tao","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102796513"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.2408,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58350724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9995999932289124,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9995999932289124,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9984999895095825,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9983000159263611,"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/decoding-methods","display_name":"Decoding methods","score":0.8100680112838745},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7953633069992065},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.7161179780960083},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.7063599824905396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36511287093162537},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09812808036804199}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8100680112838745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7953633069992065},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.7161179780960083},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.7063599824905396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36511287093162537},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09812808036804199},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcwkshp64532.2024.11101073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshp64532.2024.11101073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2129587342","https://openalex.org/W2603777577","https://openalex.org/W2963073614","https://openalex.org/W3034942609","https://openalex.org/W3116690515","https://openalex.org/W3155373209","https://openalex.org/W4288088427","https://openalex.org/W4290713755","https://openalex.org/W4308669550","https://openalex.org/W4312766166","https://openalex.org/W4312821384","https://openalex.org/W4313350220","https://openalex.org/W4386076154","https://openalex.org/W4387546385","https://openalex.org/W4387870784","https://openalex.org/W4390190098","https://openalex.org/W4390492161","https://openalex.org/W4408609670","https://openalex.org/W6753914649","https://openalex.org/W6769148693"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2368824897","https://openalex.org/W1508050556","https://openalex.org/W1910862367","https://openalex.org/W2379365082","https://openalex.org/W2370747590","https://openalex.org/W2030109976","https://openalex.org/W2369260257","https://openalex.org/W2389120450","https://openalex.org/W55249799"],"abstract_inverted_index":{"With":[0],"the":[1,5,13,50,67,93,109,123,150,169,207,210],"continuous":[2],"increase":[3],"in":[4],"number":[6],"and":[7,17,48,52,76,84,100,171,191],"resolution":[8],"of":[9,15,55,111,174,209],"video":[10,20,89,127,143,156,181],"surveillance":[11,19,88,203],"cameras,":[12],"burden":[14],"transmitting":[16],"storing":[18],"is":[21,41,74,90],"growing.":[22],"Traditional":[23],"communication":[24,39,212],"methods":[25,60],"based":[26],"on":[27,180],"Shannon\u2019s":[28],"theory":[29],"are":[30],"facing":[31],"optimization":[32],"bottlenecks.":[33],"Semantic":[34],"communication,":[35],"as":[36,97],"an":[37,115],"emerging":[38],"method,":[40],"expected":[42],"to":[43,65,107,121,141],"break":[44],"through":[45],"this":[46,79],"bottleneck":[47],"reduce":[49,108,168],"storage":[51,170],"transmission":[53,172],"consumption":[54,173],"video.":[56],"Existing":[57],"semantic":[58,82,98,112,175,189,211],"decoding":[59,85,137,192],"often":[61],"require":[62],"many":[63],"samples":[64,200],"train":[66],"neural":[68],"network":[69,118,138],"for":[70,87,201],"each":[71,202],"scene,":[72,204],"which":[73],"time-consuming":[75],"labor-intensive.":[77],"In":[78],"study,":[80],"a":[81,101,126,130,134,187,197],"encoding":[83,190],"method":[86,104,152,165,185,193],"proposed.":[91],"First,":[92],"sketch":[94,102,124,136,163],"was":[95,105,119,139],"extracted":[96],"information,":[99],"compression":[103,164],"proposed":[106,120,140,151,184],"bitrate":[110],"information.":[113],"Then,":[114],"image":[116],"translation":[117],"translate":[122],"into":[125],"frame":[128],"with":[129,177],"reference":[131],"frame.":[132],"Finally,":[133],"few-shot":[135],"reconstruct":[142],"from":[144],"sketch.":[145],"Experimental":[146],"results":[147],"showed":[148],"that":[149,194],"achieved":[153],"significantly":[154],"better":[155],"reconstruction":[157],"performance":[158],"than":[159],"baseline":[160],"methods.":[161],"The":[162,183],"could":[166],"effectively":[167],"information":[176],"little":[178],"compromise":[179],"quality.":[182],"provides":[186],"novel":[188],"only":[195],"needs":[196],"few":[198],"training":[199],"thus":[205],"improving":[206],"practicality":[208],"system.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}