{"id":"https://openalex.org/W4409641104","doi":"https://doi.org/10.1109/tcsvt.2025.3562623","title":"EFCA-DIH: Edge Features and Coordinate Attention-Based Invertible Network for Deep Image Hiding","display_name":"EFCA-DIH: Edge Features and Coordinate Attention-Based Invertible Network for Deep Image Hiding","publication_year":2025,"publication_date":"2025-04-21","ids":{"openalex":"https://openalex.org/W4409641104","doi":"https://doi.org/10.1109/tcsvt.2025.3562623"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3562623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3562623","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-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/A5102811222","display_name":"Lizhi Xiong","orcid":"https://orcid.org/0000-0003-1604-7690"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhi Xiong","raw_affiliation_strings":["School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-1604-7690","affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Cheng Xu","orcid":"https://orcid.org/0009-0003-0582-0972"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Xu","raw_affiliation_strings":["School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0003-0582-0972","affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052625301","display_name":"Xiang Zhang","orcid":"https://orcid.org/0000-0002-0827-9443"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Zhang","raw_affiliation_strings":["School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-0827-9443","affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066341740","display_name":"Zhangjie Fu","orcid":"https://orcid.org/0000-0002-4363-2521"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangjie Fu","raw_affiliation_strings":["School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4363-2521","affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":null,"apc_paid":null,"fwci":2.2966,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87858912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"35","issue":"10","first_page":"9895","last_page":"9908"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9937999844551086,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9937999844551086,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9768999814987183,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9731000065803528,"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":0.5983569025993347},{"id":"https://openalex.org/keywords/invertible-matrix","display_name":"Invertible matrix","score":0.5882734656333923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5833607316017151},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5568634867668152},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.49725034832954407},{"id":"https://openalex.org/keywords/information-hiding","display_name":"Information hiding","score":0.47547951340675354},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.44139882922172546},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.43100735545158386},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32362204790115356},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2699647545814514},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.07105860114097595}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5983569025993347},{"id":"https://openalex.org/C96442724","wikidata":"https://www.wikidata.org/wiki/Q242188","display_name":"Invertible matrix","level":2,"score":0.5882734656333923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5833607316017151},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5568634867668152},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.49725034832954407},{"id":"https://openalex.org/C3073032","wikidata":"https://www.wikidata.org/wiki/Q15912075","display_name":"Information hiding","level":3,"score":0.47547951340675354},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.44139882922172546},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.43100735545158386},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32362204790115356},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2699647545814514},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.07105860114097595}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2025.3562623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3562623","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7464343989","display_name":null,"funder_award_id":"62172233","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8296653632","display_name":null,"funder_award_id":"62472231","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G922050328","display_name":null,"funder_award_id":"61702276","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":34,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2009130368","https://openalex.org/W2026463022","https://openalex.org/W2078268656","https://openalex.org/W2117539524","https://openalex.org/W2125671325","https://openalex.org/W2164736805","https://openalex.org/W2169111714","https://openalex.org/W2538511122","https://openalex.org/W2741137940","https://openalex.org/W2751202750","https://openalex.org/W2892948265","https://openalex.org/W2902054981","https://openalex.org/W2913133959","https://openalex.org/W2921416452","https://openalex.org/W2949862294","https://openalex.org/W2954612090","https://openalex.org/W2963001579","https://openalex.org/W3034706371","https://openalex.org/W3088440139","https://openalex.org/W3138564696","https://openalex.org/W3142067920","https://openalex.org/W3177052299","https://openalex.org/W3182074013","https://openalex.org/W3190041284","https://openalex.org/W3203139476","https://openalex.org/W4205588087","https://openalex.org/W4205814753","https://openalex.org/W4214543711","https://openalex.org/W4288458148","https://openalex.org/W4297832709","https://openalex.org/W4319878878","https://openalex.org/W4386088228","https://openalex.org/W4390422336"],"related_works":["https://openalex.org/W4251428025","https://openalex.org/W2784467519","https://openalex.org/W4289867043","https://openalex.org/W2170577885","https://openalex.org/W2172129722","https://openalex.org/W2211324754","https://openalex.org/W2042193908","https://openalex.org/W3035059915","https://openalex.org/W2371775810","https://openalex.org/W3034835492"],"abstract_inverted_index":{"The":[0],"purpose":[1],"of":[2,36,47,165,186,202],"deep":[3,62],"image":[4,11,24,63,102,146,155,169],"hiding":[5,64,99],"is":[6,50,79,87,113,136],"to":[7,32,56,89,120,138],"embed":[8,121],"the":[9,22,28,34,42,100,105,116,122,126,140,144,148,153,157,163,167,171,184,197],"secret":[10,23,38,101,123,154,159,173,188],"imperceptibly":[12],"in":[13,104,125],"an":[14,51,82,131],"equally":[15],"sized":[16],"cover":[17,106,149],"image,":[18,150,160],"and":[19,45,70,147,151,156,170,200],"then":[20],"recover":[21],"almost":[25],"perfectly":[26],"at":[27],"receiver":[29],"end.":[30],"How":[31],"improve":[33],"quality":[35,44,164,185,199],"recovered":[37,158,172,187],"images":[39,49,189],"while":[40,195],"ensuring":[41],"visual":[43,198],"security":[46,201],"stego":[48,145,168,203],"important":[52,83],"challenge.":[53],"In":[54],"order":[55],"address":[57],"this":[58],"issue,":[59],"a":[60,109],"novel":[61],"framework":[65],"called":[66],"EFCA-DIH":[67,181],"(Edge":[68],"Features":[69],"Coordinate":[71],"Attention-based":[72],"Invertible":[73],"Network":[74],"for":[75],"Deep":[76],"Image":[77],"Hiding)":[78],"proposed.":[80],"Firstly,":[81],"feature":[84,133],"extraction":[85],"module":[86,119],"proposed":[88],"extract":[90],"wavelet":[91],"sub-band":[92],"features":[93],"coupled":[94],"with":[95,191],"edge":[96,132,141],"features,":[97],"thereby":[98,161],"better":[103],"image.":[107,174],"Secondly,":[108],"coordinate":[110],"attention":[111],"mechanism":[112],"introduced":[114],"into":[115],"invertible":[117],"hidden":[118],"information":[124],"complex":[127],"texture":[128],"regions.":[129],"Finally,":[130],"loss":[134],"function":[135],"designed":[137],"constrain":[139],"differences":[142],"between":[143,152],"improving":[162],"both":[166],"Experimental":[175],"results":[176],"have":[177],"demonstrated":[178],"that":[179],"our":[180],"significantly":[182],"improves":[183],"compared":[190],"other":[192],"state-of-the-art":[193],"methods,":[194],"maintaining":[196],"images.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-13T23:11:00.310470","created_date":"2025-10-10T00:00:00"}