{"id":"https://openalex.org/W4410813681","doi":"https://doi.org/10.1145/3728199.3728238","title":"Research on Intelligent Methods for Intra-Prediction Mode Selection in Video Coding Based on Frequency Domain","display_name":"Research on Intelligent Methods for Intra-Prediction Mode Selection in Video Coding Based on Frequency Domain","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4410813681","doi":"https://doi.org/10.1145/3728199.3728238"},"language":"en","primary_location":{"id":"doi:10.1145/3728199.3728238","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3728199.3728238","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3728199.3728238","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 3rd International Conference on Communication Networks and Machine Learning","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3728199.3728238","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111544487","display_name":"Jian Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Mao","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-3543-5610","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lei Chen","orcid":"https://orcid.org/0009-0001-2631-1603"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Chen","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-2631-1603","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jie Xu","orcid":"https://orcid.org/0009-0006-4972-6162"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Xu","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0006-4972-6162","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chenyang Ding","orcid":"https://orcid.org/0009-0002-9034-3324"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Ding","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0002-9034-3324","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":null,"display_name":"Shicheng Xu","orcid":"https://orcid.org/0009-0000-7881-1071"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shicheng Xu","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-7881-1071","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"240","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9966999888420105,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9966999888420105,"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/T13579","display_name":"Image and Video Stabilization","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"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9944000244140625,"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":0.7369070053100586},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.6950296759605408},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.6153411269187927},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5294356346130371},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.4277685582637787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4085521101951599},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.23656514286994934},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12784114480018616},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09887745976448059},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.0929611325263977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7369070053100586},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.6950296759605408},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.6153411269187927},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5294356346130371},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.4277685582637787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4085521101951599},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.23656514286994934},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12784114480018616},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09887745976448059},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0929611325263977}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3728199.3728238","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3728199.3728238","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3728199.3728238","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 3rd International Conference on Communication Networks and Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3728199.3728238","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3728199.3728238","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3728199.3728238","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 3rd International Conference on Communication Networks and Machine Learning","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410813681.pdf","grobid_xml":"https://content.openalex.org/works/W4410813681.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2921369765","https://openalex.org/W3037841842","https://openalex.org/W3134285717","https://openalex.org/W3153617831","https://openalex.org/W4312655422","https://openalex.org/W4361768792"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2383516975","https://openalex.org/W2374878784","https://openalex.org/W2147679489","https://openalex.org/W1788667622"],"abstract_inverted_index":{"With":[0],"the":[1,52,60,64,103],"development":[2],"of":[3,88,110,119],"video":[4],"coding":[5,69],"technology,":[6],"efficient":[7],"intra-prediction":[8,47,66],"mode":[9,48,67],"selection":[10,49],"is":[11],"crucial":[12],"for":[13,33,46,68],"improving":[14],"compression":[15],"efficiency.":[16],"However,":[17],"traditional":[18,123],"methods":[19],"suffer":[20],"from":[21],"high":[22],"computational":[23],"complexity":[24],"due":[25],"to":[26],"complex":[27],"exhaustive":[28],"searches,":[29],"making":[30],"them":[31],"unsuitable":[32],"real-time":[34],"applications.":[35],"To":[36],"accelerate":[37],"this":[38,40],"process,":[39],"paper":[41],"proposes":[42],"an":[43,117],"intelligent":[44],"method":[45,61,105],"based":[50],"on":[51],"frequency":[53],"domain.":[54],"By":[55],"leveraging":[56],"deep":[57],"multi-task":[58,84],"learning,":[59],"directly":[62],"predicts":[63],"optimal":[65],"units":[70],"(CUs).":[71],"The":[72],"approach":[73],"first":[74],"constructs":[75],"a":[76,83,107],"large-scale":[77],"frequency-domain":[78],"database":[79],"and":[80,95,121],"then":[81],"designs":[82],"network":[85],"model":[86],"capable":[87],"simultaneously":[89],"predicting":[90],"Matrix-based":[91],"Intra":[92,96],"Prediction":[93],"(MIP)":[94],"Sub-Partitions":[97],"(ISP)":[98],"modes.":[99],"Experiments":[100],"show":[101],"that":[102],"proposed":[104],"achieves":[106],"prediction":[108],"accuracy":[109],"over":[111],"85%,":[112],"reduces":[113],"encoding":[114],"time":[115],"by":[116],"average":[118],"33.55%,":[120],"outperforms":[122],"spatial-domain":[124],"acceleration":[125],"algorithms.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
