{"id":"https://openalex.org/W4412841476","doi":"https://doi.org/10.1145/3757730","title":"A Survey on Image Segmentation and Super-resolution Reconstruction in Visual Sensor Networks","display_name":"A Survey on Image Segmentation and Super-resolution Reconstruction in Visual Sensor Networks","publication_year":2025,"publication_date":"2025-08-01","ids":{"openalex":"https://openalex.org/W4412841476","doi":"https://doi.org/10.1145/3757730"},"language":"en","primary_location":{"id":"doi:10.1145/3757730","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3757730","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5016909987","display_name":"Xiaofang Li","orcid":"https://orcid.org/0009-0005-4857-6759"},"institutions":[{"id":"https://openalex.org/I4210112625","display_name":"Collaborative Research Group","ror":"https://ror.org/02c5sgb74","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210112625"]},{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]}],"countries":["AU","CN"],"is_corresponding":true,"raw_author_name":"Xiaofang Li","raw_affiliation_strings":["Changzhou Institute of Technology","Jiangsu Collaborative Innovation Center for Cultural Creativity","Changzhou Institute of Technology, Changzhou, China and Jiangsu Collaborative Innovation Center for Cultural Creativity, Changzhou, China"],"affiliations":[{"raw_affiliation_string":"Changzhou Institute of Technology","institution_ids":["https://openalex.org/I4210108723"]},{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center for Cultural Creativity","institution_ids":["https://openalex.org/I4210112625"]},{"raw_affiliation_string":"Changzhou Institute of Technology, Changzhou, China and Jiangsu Collaborative Innovation Center for Cultural Creativity, Changzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018151630","display_name":"Zhizhong Ma","orcid":"https://orcid.org/0000-0002-0282-4375"},"institutions":[{"id":"https://openalex.org/I4400573270","display_name":"Wenzhou University of Technology","ror":"https://ror.org/03dd7qj98","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573270"]},{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhizhong Ma","raw_affiliation_strings":["Wenzhou University of Technology","Wenzhou University of Technology, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"Wenzhou University of Technology","institution_ids":["https://openalex.org/I146620803","https://openalex.org/I4400573270"]},{"raw_affiliation_string":"Wenzhou University of Technology, Wenzhou, China","institution_ids":["https://openalex.org/I146620803","https://openalex.org/I4400573270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100694558","display_name":"Ruili Wang","orcid":"https://orcid.org/0000-0001-7117-2772"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]},{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]},{"id":"https://openalex.org/I4400573270","display_name":"Wenzhou University of Technology","ror":"https://ror.org/03dd7qj98","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruili Wang","raw_affiliation_strings":["University of Nottingham Ningbo China","Wenzhou University of Technology","Wenzhou University of Technology, Wenzhou, China and University of Nottingham Ningbo China, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"University of Nottingham Ningbo China","institution_ids":["https://openalex.org/I13591777"]},{"raw_affiliation_string":"Wenzhou University of Technology","institution_ids":["https://openalex.org/I146620803","https://openalex.org/I4400573270"]},{"raw_affiliation_string":"Wenzhou University of Technology, Wenzhou, China and University of Nottingham Ningbo China, Ningbo, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101456842","display_name":"Zhixin Sun","orcid":"https://orcid.org/0000-0001-6148-9688"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixin Sun","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications","Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085079273","display_name":"Manna Dai","orcid":"https://orcid.org/0000-0003-2544-3505"},"institutions":[{"id":"https://openalex.org/I4210086780","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19","country_code":"JP","type":"government","lineage":["https://openalex.org/I4210086780"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["JP","SG"],"is_corresponding":false,"raw_author_name":"Manna Dai","raw_affiliation_strings":["Agency for Science Technology and Research","Agency for Science Technology and Research, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Agency for Science Technology and Research","institution_ids":["https://openalex.org/I4210086780","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Agency for Science Technology and Research, Singapore, Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695743","display_name":"Yi Wang","orcid":"https://orcid.org/0000-0002-2724-7834"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Wang","raw_affiliation_strings":["Dalian University of Technology","Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101715620","display_name":"Zhenguang Liu","orcid":"https://orcid.org/0000-0002-7981-9873"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenguang Liu","raw_affiliation_strings":["Zhejiang University","Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102209469","display_name":"Ye Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Ye","raw_affiliation_strings":["Changzhou Institute of Technology","Changzhou Institute of Technology, Changzhou, China"],"affiliations":[{"raw_affiliation_string":"Changzhou Institute of Technology","institution_ids":["https://openalex.org/I4210108723"]},{"raw_affiliation_string":"Changzhou Institute of Technology, Changzhou, China","institution_ids":["https://openalex.org/I4210108723"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5016909987"],"corresponding_institution_ids":["https://openalex.org/I4210108723","https://openalex.org/I4210112625"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22007944,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"58","issue":"2","first_page":"1","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9983000159263611,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8859591484069824},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6159765720367432},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5931831002235413},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5734808444976807},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4802584946155548},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4169570803642273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4161326289176941},{"id":"https://openalex.org/keywords/visual-sensor-network","display_name":"Visual sensor network","score":0.41128912568092346},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.18181821703910828},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.18179398775100708},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.15094834566116333},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14686080813407898},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14673104882240295},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0749344527721405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8859591484069824},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6159765720367432},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5931831002235413},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5734808444976807},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4802584946155548},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4169570803642273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4161326289176941},{"id":"https://openalex.org/C149102469","wikidata":"https://www.wikidata.org/wiki/Q7936624","display_name":"Visual sensor network","level":5,"score":0.41128912568092346},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.18181821703910828},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.18179398775100708},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.15094834566116333},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14686080813407898},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14673104882240295},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0749344527721405}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3757730","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3757730","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":117,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1572897529","https://openalex.org/W1803059841","https://openalex.org/W1885185971","https://openalex.org/W1903029394","https://openalex.org/W1930824406","https://openalex.org/W1960682387","https://openalex.org/W1963920598","https://openalex.org/W1975842137","https://openalex.org/W1983874169","https://openalex.org/W2058523468","https://openalex.org/W2061575734","https://openalex.org/W2067700376","https://openalex.org/W2071469153","https://openalex.org/W2080593651","https://openalex.org/W2083970667","https://openalex.org/W2087380704","https://openalex.org/W2094507611","https://openalex.org/W2097073572","https://openalex.org/W2107288915","https://openalex.org/W2114563034","https://openalex.org/W2116702206","https://openalex.org/W2128416112","https://openalex.org/W2131349449","https://openalex.org/W2133003941","https://openalex.org/W2149918511","https://openalex.org/W2156930033","https://openalex.org/W2165939075","https://openalex.org/W2169898291","https://openalex.org/W2172128189","https://openalex.org/W2242218935","https://openalex.org/W2476548250","https://openalex.org/W2490800645","https://openalex.org/W2522942546","https://openalex.org/W2586834759","https://openalex.org/W2606724497","https://openalex.org/W2607041014","https://openalex.org/W2747898905","https://openalex.org/W2754845527","https://openalex.org/W2755669765","https://openalex.org/W2765885311","https://openalex.org/W2768602254","https://openalex.org/W2770749234","https://openalex.org/W2783573276","https://openalex.org/W2791155853","https://openalex.org/W2792023360","https://openalex.org/W2796633369","https://openalex.org/W2802787693","https://openalex.org/W2805259913","https://openalex.org/W2805544462","https://openalex.org/W2808442315","https://openalex.org/W2885347335","https://openalex.org/W2887658940","https://openalex.org/W2889134669","https://openalex.org/W2895865366","https://openalex.org/W2901652143","https://openalex.org/W2901845310","https://openalex.org/W2902972155","https://openalex.org/W2907915858","https://openalex.org/W2908527700","https://openalex.org/W2909973745","https://openalex.org/W2940205150","https://openalex.org/W2943922388","https://openalex.org/W2961666066","https://openalex.org/W2963372104","https://openalex.org/W2963470893","https://openalex.org/W2963583792","https://openalex.org/W2964971217","https://openalex.org/W2965004577","https://openalex.org/W2965521953","https://openalex.org/W2970056511","https://openalex.org/W2979930345","https://openalex.org/W2995646717","https://openalex.org/W2997232065","https://openalex.org/W2997838783","https://openalex.org/W3006193692","https://openalex.org/W3009367706","https://openalex.org/W3015333954","https://openalex.org/W3015583784","https://openalex.org/W3017280322","https://openalex.org/W3042064084","https://openalex.org/W3042241076","https://openalex.org/W3045856199","https://openalex.org/W3080427797","https://openalex.org/W3091090867","https://openalex.org/W3093905905","https://openalex.org/W3120557619","https://openalex.org/W3134433353","https://openalex.org/W3134441556","https://openalex.org/W3139422143","https://openalex.org/W3147150116","https://openalex.org/W3156643720","https://openalex.org/W3158409512","https://openalex.org/W3159756907","https://openalex.org/W3173433277","https://openalex.org/W3195027214","https://openalex.org/W3198692895","https://openalex.org/W3204309289","https://openalex.org/W3205041615","https://openalex.org/W3208003294","https://openalex.org/W3216503228","https://openalex.org/W4206741975","https://openalex.org/W4210284487","https://openalex.org/W4210628037","https://openalex.org/W4213116568","https://openalex.org/W4221069204","https://openalex.org/W4226185851","https://openalex.org/W4226319976","https://openalex.org/W4240477303","https://openalex.org/W4281553927","https://openalex.org/W4285204591","https://openalex.org/W4310350234","https://openalex.org/W4312305353","https://openalex.org/W4320920920","https://openalex.org/W4384038177","https://openalex.org/W4386071535","https://openalex.org/W4391111416"],"related_works":["https://openalex.org/W2181667145","https://openalex.org/W917005982","https://openalex.org/W3148968234","https://openalex.org/W2568024380","https://openalex.org/W1522196789","https://openalex.org/W1911231336","https://openalex.org/W2110892966","https://openalex.org/W2295628284","https://openalex.org/W2151077238","https://openalex.org/W3168843827"],"abstract_inverted_index":{"With":[0],"the":[1,64,71,88],"rapid":[2],"development":[3],"of":[4,31,73,95,107,122],"large-scale":[5],"sensor":[6,9,81],"networks,":[7],"visual":[8],"networks":[10],"(VSNs)":[11],"have":[12],"attracted":[13],"significant":[14],"interest":[15],"from":[16],"academia":[17],"and":[18,25,47,66,80,91,102,118],"industry.":[19],"VSNs":[20,74],"can":[21,61],"transmit":[22],"more":[23,28],"information":[24],"allow":[26],"for":[27,55,70,129],"fine-grained":[29],"monitoring":[30],"objects":[32],"than":[33],"conventional":[34],"methods.":[35],"In":[36],"this":[37],"survey,":[38],"we":[39,98,112],"provide":[40,103],"a":[41,104],"comprehensive":[42],"review":[43],"on":[44],"image":[45,52,126],"segmentation":[46],"super-resolution":[48],"reconstruction,":[49],"two":[50,59,124],"key":[51,68,125],"processing":[53,127],"tasks":[54,60,128],"VSNs,":[56],"since":[57],"these":[58,123],"effectively":[62],"improve":[63],"performance":[65,72],"balance":[67],"factors":[69],"(e.g.,":[75],"network":[76],"bandwidth,":[77],"computing":[78],"resources,":[79],"battery":[82],"life).":[83],"We":[84],"begin":[85],"by":[86],"expounding":[87],"basic":[89],"concepts":[90],"an":[92],"overall":[93],"framework":[94],"VSNs.":[96,130],"Furthermore,":[97],"examine":[99],"state-of-the-art":[100],"approaches":[101],"new":[105],"taxonomy":[106],"existing":[108],"research":[109,120],"topics.":[110],"Finally,":[111],"outline":[113],"several":[114],"challenges,":[115],"possible":[116],"solutions,":[117],"future":[119],"directions":[121]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}