{"id":"https://openalex.org/W4383683058","doi":"https://doi.org/10.1145/3563657.3595963","title":"A Neural Network-based Low-cost Soft Sensor for Touch Recognition and Deformation Capture","display_name":"A Neural Network-based Low-cost Soft Sensor for Touch Recognition and Deformation Capture","publication_year":2023,"publication_date":"2023-07-10","ids":{"openalex":"https://openalex.org/W4383683058","doi":"https://doi.org/10.1145/3563657.3595963"},"language":"en","primary_location":{"id":"doi:10.1145/3563657.3595963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563657.3595963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM Designing Interactive Systems 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/A5087118170","display_name":"Yinshuang Fan","orcid":"https://orcid.org/0009-0003-8103-5474"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yifan Fan","raw_affiliation_strings":["Faculty of Engineering and IT, University of Technology Sydney, Australia and Faculty of Engineering and IT, University of Technology Sydney, Australia"],"raw_orcid":"https://orcid.org/0009-0003-8103-5474","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and IT, University of Technology Sydney, Australia and Faculty of Engineering and IT, University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091009938","display_name":"Nico Pietroni","orcid":"https://orcid.org/0000-0002-8271-2102"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nico Pietroni","raw_affiliation_strings":["Faculty of Engineering and IT, University Of Technology Sydney, Australia and Faculty of Engineering and IT, University Of Technology Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8271-2102","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and IT, University Of Technology Sydney, Australia and Faculty of Engineering and IT, University Of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040579686","display_name":"Sam Ferguson","orcid":"https://orcid.org/0000-0003-1853-3000"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sam Ferguson","raw_affiliation_strings":["Faculty of Engineering and IT, University of Technology Sydney, Australia and Faculty of Engineering and IT, University of Technology Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1853-3000","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and IT, University of Technology Sydney, Australia and Faculty of Engineering and IT, University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":0.324,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56031206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"889","last_page":"903"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T10789","display_name":"Interactive and Immersive Displays","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.7363385558128357},{"id":"https://openalex.org/keywords/soft-sensor","display_name":"Soft sensor","score":0.6959162950515747},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5397139191627502},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5348694920539856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5009126663208008},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4545825719833374},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4516262114048004},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37904319167137146},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3541738986968994}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7363385558128357},{"id":"https://openalex.org/C115575686","wikidata":"https://www.wikidata.org/wiki/Q18822403","display_name":"Soft sensor","level":3,"score":0.6959162950515747},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5397139191627502},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5348694920539856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5009126663208008},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4545825719833374},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4516262114048004},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37904319167137146},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3541738986968994},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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:10.1145/3563657.3595963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563657.3595963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM Designing Interactive Systems Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W35181804","https://openalex.org/W1503977484","https://openalex.org/W1562996978","https://openalex.org/W1967843818","https://openalex.org/W1971544828","https://openalex.org/W1990259408","https://openalex.org/W1995172488","https://openalex.org/W2000400208","https://openalex.org/W2005198142","https://openalex.org/W2010399991","https://openalex.org/W2011257898","https://openalex.org/W2025336152","https://openalex.org/W2039122577","https://openalex.org/W2040565638","https://openalex.org/W2040602726","https://openalex.org/W2046619585","https://openalex.org/W2048169868","https://openalex.org/W2070931068","https://openalex.org/W2075548592","https://openalex.org/W2080018172","https://openalex.org/W2082375695","https://openalex.org/W2083783697","https://openalex.org/W2093273808","https://openalex.org/W2100147865","https://openalex.org/W2103339808","https://openalex.org/W2118533657","https://openalex.org/W2123139789","https://openalex.org/W2125444087","https://openalex.org/W2132730909","https://openalex.org/W2133656144","https://openalex.org/W2144299314","https://openalex.org/W2145550961","https://openalex.org/W2163128030","https://openalex.org/W2163444123","https://openalex.org/W2166961698","https://openalex.org/W2198727081","https://openalex.org/W2345907455","https://openalex.org/W2396596466","https://openalex.org/W2404326251","https://openalex.org/W2408357557","https://openalex.org/W2514097384","https://openalex.org/W2535425534","https://openalex.org/W2547709176","https://openalex.org/W2571860396","https://openalex.org/W2592368662","https://openalex.org/W2606579376","https://openalex.org/W2766835435","https://openalex.org/W2767183105","https://openalex.org/W2770922292","https://openalex.org/W2795653227","https://openalex.org/W2890966337","https://openalex.org/W2905816226","https://openalex.org/W2906136604","https://openalex.org/W2939696013","https://openalex.org/W2949868688","https://openalex.org/W2956872328","https://openalex.org/W2964480736","https://openalex.org/W2965327218","https://openalex.org/W2971999855","https://openalex.org/W4239501735"],"related_works":["https://openalex.org/W1891287906","https://openalex.org/W2036807459","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2772917594","https://openalex.org/W2166024367","https://openalex.org/W2755342338","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2058170566"],"abstract_inverted_index":{"We":[0,78],"propose":[1],"a":[2,22,100],"novel,":[3],"cost-effective":[4],"soft":[5,132],"sensor":[6,17,48,61],"capable":[7],"of":[8,41,129],"detecting":[9],"contact":[10,142],"force,":[11],"multiple":[12],"touch":[13],"points,":[14],"and":[15,44,75,94,127,140],"reflecting":[16],"interaction":[18],"in":[19,137],"real-time":[20,68],"with":[21],"3D":[23,95],"virtual":[24],"surface":[25,96],"representation.":[26],"Our":[27,121],"fabrication":[28],"process":[29],"has":[30],"been":[31],"optimized":[32],"for":[33,56,67],"cost":[34],"efficiency":[35],"through":[36],"careful":[37],"material":[38],"selection,":[39],"utilization":[40],"automated":[42],"machinery,":[43],"low-cost":[45,131],"hardware.":[46],"The":[47,60],"can":[49],"be":[50],"easily":[51],"replicated":[52],"without":[53],"the":[54,125,130],"need":[55],"complex":[57],"laboratory":[58],"equipment.":[59],"employs":[62],"trained":[63],"neural":[64,118],"network":[65,119],"models":[66],"signal":[69],"translation":[70],"into":[71],"localization,":[72,91],"force":[73,92],"measurement,":[74,93],"deformation":[76],"mapping.":[77],"have":[79],"also":[80],"developed":[81],"an":[82],"efficient":[83],"data":[84,97,103,106],"collection":[85],"system":[86],"that":[87],"captures":[88],"accurate":[89],"2D":[90],"to":[98,116],"generate":[99],"high-quality":[101],"pre-validated":[102],"set.":[104],"This":[105],"set":[107],"is":[108],"filtered":[109],"using":[110],"prior":[111],"knowledge":[112],"before":[113],"being":[114],"fed":[115],"two":[117],"models.":[120],"interactive":[122],"prototype":[123],"demonstrates":[124],"stability":[126],"accuracy":[128],"sensor,":[133],"delivering":[134],"reliable":[135],"results":[136],"both":[138],"single-point":[139],"multi-point":[141],"scenarios.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}