{"id":"https://openalex.org/W4408325217","doi":"https://doi.org/10.1109/globecom52923.2024.10901733","title":"A Robust Semantic Communication System for Image Transmission","display_name":"A Robust Semantic Communication System for Image Transmission","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4408325217","doi":"https://doi.org/10.1109/globecom52923.2024.10901733"},"language":"en","primary_location":{"id":"doi:10.1109/globecom52923.2024.10901733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","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/A5106657594","display_name":"Xiang Peng","orcid":null},"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":"Xiang Peng","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":"https://openalex.org/A5044671638","display_name":"Zhijin Qin","orcid":"https://orcid.org/0000-0002-8507-3975"},"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":"Zhijin Qin","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":"https://openalex.org/A5101459082","display_name":"Xiaoming Tao","orcid":"https://orcid.org/0000-0002-8763-9338"},"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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072435188","display_name":"Jianhua Lu","orcid":"https://orcid.org/0000-0003-1125-7736"},"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":"Jianhua Lu","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/A5079052203","display_name":"Khaled B. Letaief","orcid":"https://orcid.org/0000-0003-2519-6401"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Khaled B. Letaief","raw_affiliation_strings":["Hong Kong University of Science and Technology,Department of Electronic and Computer Engineering,Hong Kong,China"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology,Department of Electronic and Computer Engineering,Hong Kong,China","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5106657594"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":1.2135,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81537128,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2154","last_page":"2159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.8862000107765198,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.8862000107765198,"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":0.8379999995231628,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.7850000262260437,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7749934196472168},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47891390323638916},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4673725962638855},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4528837502002716},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43130090832710266},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13292357325553894}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7749934196472168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47891390323638916},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4673725962638855},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4528837502002716},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43130090832710266},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13292357325553894}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom52923.2024.10901733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W3036851434","https://openalex.org/W3094502228","https://openalex.org/W3176123145","https://openalex.org/W3206899736","https://openalex.org/W3207005322","https://openalex.org/W3209499715","https://openalex.org/W4226047696","https://openalex.org/W4226115138","https://openalex.org/W4293846201","https://openalex.org/W4312051474","https://openalex.org/W4315629832","https://openalex.org/W4319302797","https://openalex.org/W4323896648","https://openalex.org/W6637373629","https://openalex.org/W6730161283","https://openalex.org/W6762707182","https://openalex.org/W6787972765","https://openalex.org/W6810966997"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Semantic":[0],"communications":[1],"have":[2],"gained":[3],"significant":[4],"attention":[5],"as":[6,75],"a":[7,48,60,67,86,91,111,127],"promising":[8],"approach":[9,129],"to":[10,77,116],"address":[11],"the":[12,17,25,53,79,102,105,123,132,153],"transmission":[13],"bottleneck,":[14],"especially":[15],"with":[16,90,97],"continuous":[18],"development":[19],"of":[20,55,81,104,138,156,161],"6G":[21],"techniques.":[22],"Distinct":[23],"from":[24,42],"well":[26],"investigated":[27],"physical":[28],"channel":[29],"impairments,":[30],"this":[31],"paper":[32],"focuses":[33],"on":[34],"semantic":[35,56,61,71,88,112,147,162],"impairments":[36],"in":[37],"images,":[38],"particularly":[39],"those":[40],"arising":[41],"adversarial":[43],"perturbations.":[44],"Specifically,":[45],"we":[46,65],"propose":[47],"novel":[49],"metric":[50],"for":[51,94,130],"quantifying":[52],"intensity":[54],"impairment":[57,62,163],"and":[58,118],"develop":[59],"dataset.":[63],"Furthermore,":[64],"introduce":[66],"deep":[68],"learning":[69],"enabled":[70],"communication":[72],"system,":[73],"termed":[74],"DeepSC-RI,":[76],"enhance":[78],"robustness":[80,103],"image":[82],"transmission,":[83],"which":[84],"incorporates":[85,110],"multi-scale":[87],"extractor":[89],"dual-branch":[92],"architecture":[93],"extracting":[95],"semantics":[96,139],"varying":[98],"granularity,":[99],"thereby":[100],"improving":[101],"system.":[106],"The":[107],"fine-grained":[108],"branch":[109,125],"importance":[113],"evaluation":[114],"module":[115],"identify":[117],"prioritize":[119],"crucial":[120],"semantics,":[121],"while":[122],"coarse-grained":[124],"adopts":[126],"hierarchical":[128],"capturing":[131],"robust":[133],"semantics.":[134],"These":[135],"two":[136],"streams":[137],"are":[140],"seamlessly":[141],"integrated":[142],"via":[143],"an":[144],"advanced":[145],"cross-attention-based":[146],"fusion":[148],"module.":[149],"Experimental":[150],"results":[151],"demonstrate":[152],"superior":[154],"performance":[155],"DeepSC-RI":[157],"under":[158],"various":[159],"levels":[160],"intensity.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}