{"id":"https://openalex.org/W4312979963","doi":"https://doi.org/10.1109/iscas48785.2022.9937681","title":"Optimized Bit Allocation for Learning-based Video Compression","display_name":"Optimized Bit Allocation for Learning-based Video Compression","publication_year":2022,"publication_date":"2022-05-28","ids":{"openalex":"https://openalex.org/W4312979963","doi":"https://doi.org/10.1109/iscas48785.2022.9937681"},"language":"en","primary_location":{"id":"doi:10.1109/iscas48785.2022.9937681","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas48785.2022.9937681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102714187","display_name":"Zhaobin Zhang","orcid":"https://orcid.org/0000-0001-5961-5163"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhaobin Zhang","raw_affiliation_strings":["8910 University Center Lane,Bytedance Inc.,San Diego,CA,USA,92122"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"8910 University Center Lane,Bytedance Inc.,San Diego,CA,USA,92122","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387803","display_name":"Yue Li","orcid":"https://orcid.org/0000-0002-5624-7235"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yue Li","raw_affiliation_strings":["8910 University Center Lane,Bytedance Inc.,San Diego,CA,USA,92122"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"8910 University Center Lane,Bytedance Inc.,San Diego,CA,USA,92122","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100323986","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0002-6627-0009"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["8910 University Center Lane,Bytedance Inc.,San Diego,CA,USA,92122"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"8910 University Center Lane,Bytedance Inc.,San Diego,CA,USA,92122","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425726","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0003-2118-4876"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["8910 University Center Lane,Bytedance Inc.,San Diego,CA,USA,92122"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"8910 University Center Lane,Bytedance Inc.,San Diego,CA,USA,92122","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100297578","display_name":"Yuwen He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuwen He","raw_affiliation_strings":["8910 University Center Lane,Bytedance Inc.,San Diego,CA,USA,92122"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"8910 University Center Lane,Bytedance Inc.,San Diego,CA,USA,92122","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7383,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.711594,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1938","last_page":"1942"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10741","display_name":"Video Coding and Compression Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10741","display_name":"Video Coding and Compression Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10531","display_name":"Advanced Vision and Imaging","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/T10901","display_name":"Advanced Data Compression Techniques","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8224144577980042},{"id":"https://openalex.org/keywords/random-access","display_name":"Random access","score":0.6274176836013794},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5254786610603333},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5116794109344482},{"id":"https://openalex.org/keywords/video-compression-picture-types","display_name":"Video compression picture types","score":0.4428132176399231},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3853870928287506},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3764527440071106},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34647369384765625},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14391136169433594},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.13467419147491455},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.10814189910888672},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08994737267494202}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8224144577980042},{"id":"https://openalex.org/C101722063","wikidata":"https://www.wikidata.org/wiki/Q218825","display_name":"Random access","level":2,"score":0.6274176836013794},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5254786610603333},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5116794109344482},{"id":"https://openalex.org/C106030495","wikidata":"https://www.wikidata.org/wiki/Q1797012","display_name":"Video compression picture types","level":4,"score":0.4428132176399231},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3853870928287506},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3764527440071106},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34647369384765625},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14391136169433594},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.13467419147491455},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.10814189910888672},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08994737267494202},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas48785.2022.9937681","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas48785.2022.9937681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Circuits and Systems (ISCAS)","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":30,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2042829735","https://openalex.org/W2140199336","https://openalex.org/W2146395539","https://openalex.org/W2156853977","https://openalex.org/W2407574721","https://openalex.org/W2511584835","https://openalex.org/W2552465432","https://openalex.org/W2785562966","https://openalex.org/W2962676454","https://openalex.org/W2963189365","https://openalex.org/W2964098744","https://openalex.org/W2964251418","https://openalex.org/W2969260367","https://openalex.org/W2979673094","https://openalex.org/W2992051623","https://openalex.org/W3018065762","https://openalex.org/W3020741905","https://openalex.org/W3034469748","https://openalex.org/W3034802763","https://openalex.org/W3035195755","https://openalex.org/W3097448661","https://openalex.org/W3108139283","https://openalex.org/W3110286842","https://openalex.org/W3117007398","https://openalex.org/W3196358730","https://openalex.org/W4287605633","https://openalex.org/W6631190155","https://openalex.org/W6769015554","https://openalex.org/W6775554761"],"related_works":["https://openalex.org/W2595406057","https://openalex.org/W3047599943","https://openalex.org/W1917699157","https://openalex.org/W1518116727","https://openalex.org/W2035981816","https://openalex.org/W19023560","https://openalex.org/W2149727123","https://openalex.org/W2018887419","https://openalex.org/W2005461482","https://openalex.org/W2189014268"],"abstract_inverted_index":{"The":[0],"optimized":[1,22,60,109],"bit":[2,23,44,49,61,110],"allocation":[3,24,45,50,62,111],"among":[4,52],"frames":[5,83,92],"has":[6],"been":[7],"intensively":[8],"explored":[9],"and":[10],"improved":[11],"the":[12,21,79,88,116,124,127,132],"compression":[13,39,144],"performance":[14],"significantly":[15],"in":[16,27,104],"conventional":[17],"video":[18,33,38,67,143],"coding.":[19,34],"However,":[20],"is":[25],"still":[26],"its":[28],"infant":[29],"stage":[30],"for":[31,64],"learning-based":[32,37,65,142],"Most":[35],"existing":[36,141],"methods":[40],"either":[41],"use":[42],"uniform":[43],"or":[46],"empirically":[47],"determined":[48],"weights":[51,112],"frames.":[53],"In":[54,69,130],"this":[55],"paper,":[56],"we":[57,71,97],"develop":[58],"an":[59,99],"scheme":[63,134],"end-to-end":[66],"compression.":[68],"particular,":[70],"realize":[72],"a":[73,106],"hierarchical":[74],"quality-control":[75],"mechanism":[76],"based":[77],"on":[78,93],"importance":[80,90],"of":[81,91,108,126],"different":[82,94],"under":[84,146],"random-access":[85,147],"scenarios.":[86,148],"Considering":[87],"varying":[89],"temporal":[95],"layers,":[96],"propose":[98],"efficient":[100],"yet":[101],"simple":[102],"scheme,":[103],"which":[105],"set":[107],"are":[113],"introduced":[114],"to":[115,139],"rate-distortion":[117],"(R-D)":[118],"loss":[119],"function.":[120],"Experimental":[121],"results":[122],"demonstrate":[123],"effectiveness":[125],"proposed":[128,133],"scheme.":[129],"addition,":[131],"can":[135],"be":[136],"easily":[137],"applied":[138],"most":[140],"frameworks":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
