{"id":"https://openalex.org/W3207669502","doi":"https://doi.org/10.1117/12.2602659","title":"Computer-generated hologram compression with attention-based deep convolutional neural network","display_name":"Computer-generated hologram compression with attention-based deep convolutional neural network","publication_year":2021,"publication_date":"2021-10-09","ids":{"openalex":"https://openalex.org/W3207669502","doi":"https://doi.org/10.1117/12.2602659","mag":"3207669502"},"language":"en","primary_location":{"id":"doi:10.1117/12.2602659","doi":"https://doi.org/10.1117/12.2602659","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2602659","pdf_url":null,"source":{"id":"https://openalex.org/S7407106844","display_name":"Holography, Diffractive Optics, and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Holography, Diffractive Optics, and Applications XI","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5022725755","display_name":"Zhelun Shen","orcid":"https://orcid.org/0009-0006-6540-856X","observed_orcids":["https://orcid.org/0009-0006-6540-856X"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhelun Shen","raw_affiliation_strings":["Peking Univ. (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking Univ. (China)","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101500641","display_name":"Guanglin Yang","orcid":"https://orcid.org/0000-0001-7898-4351","observed_orcids":["https://orcid.org/0000-0001-7898-4351"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanglin Yang","raw_affiliation_strings":["Peking Univ. (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking Univ. (China)","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003008209","display_name":"Haiyan Sally Xie","orcid":"https://orcid.org/0000-0002-1571-110X","observed_orcids":["https://orcid.org/0000-0002-1571-110X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haiyan Xie","raw_affiliation_strings":["China Science Patent & Trademark Agent Ltd. (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Science Patent & Trademark Agent Ltd. (China)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.21753794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"69","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11408","display_name":"Advanced Optical Imaging Technologies","score":0.586899995803833,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11408","display_name":"Advanced Optical Imaging Technologies","score":0.586899995803833,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10741","display_name":"Video Coding and Compression Technologies","score":0.1476999968290329,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.07639999687671661,"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-generated-holography","display_name":"computer-generated holography","score":0.8539999723434448},{"id":"https://openalex.org/keywords/hologram-compression","display_name":"hologram compression","score":0.9629999995231628},{"id":"https://openalex.org/keywords/holographic-reconstruction","display_name":"hologram reconstruction","score":0.8889999985694885},{"id":"https://openalex.org/keywords/channel-attention","display_name":"channel attention","score":0.8190000057220459},{"id":"https://openalex.org/keywords/bicubic-interpolation","display_name":"bicubic interpolation","score":0.6830000281333923},{"id":"https://openalex.org/keywords/feature-representation","display_name":"feature representation","score":0.5619999766349792}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8446519374847412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8208011388778687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6908544898033142},{"id":"https://openalex.org/C49608258","wikidata":"https://www.wikidata.org/wiki/Q611705","display_name":"Bicubic interpolation","level":4,"score":0.6550214290618896},{"id":"https://openalex.org/C187590223","wikidata":"https://www.wikidata.org/wiki/Q527628","display_name":"Holography","level":2,"score":0.633354663848877},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5614005327224731},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5411182641983032},{"id":"https://openalex.org/C2778045333","wikidata":"https://www.wikidata.org/wiki/Q5157395","display_name":"Computer-generated holography","level":3,"score":0.5117077827453613},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.4878499507904053},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46799084544181824},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.45027604699134827},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44510504603385925},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4395488202571869},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4253776967525482},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42429831624031067},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.14400926232337952},{"id":"https://openalex.org/C171836373","wikidata":"https://www.wikidata.org/wiki/Q2266329","display_name":"Linear interpolation","level":3,"score":0.12076091766357422},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.07177069783210754},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.054613709449768066},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2602659","doi":"https://doi.org/10.1117/12.2602659","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2602659","pdf_url":null,"source":{"id":"https://openalex.org/S7407106844","display_name":"Holography, Diffractive Optics, and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Holography, Diffractive Optics, and Applications XI","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4410513151","https://openalex.org/W4312904201","https://openalex.org/W4407829331","https://openalex.org/W4368370256","https://openalex.org/W7204204254","https://openalex.org/W4402331633","https://openalex.org/W7117291918","https://openalex.org/W4408507914","https://openalex.org/W4415708076","https://openalex.org/W3207019550"],"abstract_inverted_index":{"We":[0],"propose":[1],"an":[2],"attention-based":[3],"deep":[4,31,84],"convolutional":[5,32,85,116],"neural":[6,33,86,117],"network":[7],"for":[8,67],"computer":[9,23,97,110],"generated":[10,24,98,111],"hologram":[11,25,112],"(CGH)":[12],"compression,":[13],"where":[14],"a":[15,51],"channel":[16,52],"attention":[17,53,75],"mechanism":[18,54],"is":[19,55],"applied":[20,56],"to":[21,57,77],"both":[22,68],"compression":[26,37,70],"and":[27,44,62,71],"reconstruction.":[28,72],"By":[29,73],"applying":[30],"networks":[34,118],"in":[35,119],"the":[36,79,92,95,108,120],"process,":[38],"we":[39,88],"can":[40,89,105],"extract":[41],"more":[42],"compact":[43],"representative":[45],"information":[46],"than":[47,113],"bicubic":[48],"interpolation.":[49],"Additionally,":[50],"selectively":[58],"emphasize":[59],"informative":[60],"features":[61],"suppress":[63],"less":[64],"useful":[65],"ones":[66],"CGH":[69],"employing":[74,115],"mechanisms":[76],"enhance":[78],"feature":[80],"representation":[81],"ability":[82],"of":[83,94],"networks,":[87],"further":[90],"improve":[91],"performance":[93],"reconstructed":[96],"hologram.":[99],"Experimental":[100],"results":[101],"show":[102],"our":[103],"method":[104],"better":[106],"recover":[107],"compressed":[109],"only":[114],"reconstruction":[121],"process.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2021-10-25T00:00:00"}
