{"id":"https://openalex.org/W2919940880","doi":"https://doi.org/10.1109/msp.2018.2887214","title":"Teaching Digital Signal Processing With a Challenge on Image Forensics [SP Education]","display_name":"Teaching Digital Signal Processing With a Challenge on Image Forensics [SP Education]","publication_year":2019,"publication_date":"2019-02-26","ids":{"openalex":"https://openalex.org/W2919940880","doi":"https://doi.org/10.1109/msp.2018.2887214","mag":"2919940880"},"language":"en","primary_location":{"id":"doi:10.1109/msp.2018.2887214","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2018.2887214","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"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 Signal Processing Magazine","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/A5087688702","display_name":"Cecilia Pasquini","orcid":"https://orcid.org/0000-0002-2125-6983"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Cecilia Pasquini","raw_affiliation_strings":["Information and communication technology, University of Trento, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2125-6983","affiliations":[{"raw_affiliation_string":"Information and communication technology, University of Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028899632","display_name":"Giulia Boato","orcid":"https://orcid.org/0000-0002-0260-9528"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Boato","raw_affiliation_strings":["Information and communication technology, University of Trento, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0260-9528","affiliations":[{"raw_affiliation_string":"Information and communication technology, University of Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029455813","display_name":"Rainer B\u00f6hme","orcid":"https://orcid.org/0000-0003-4518-6227"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Bohme","raw_affiliation_strings":["Computer science, Technische Universit\u00e4t Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4518-6227","affiliations":[{"raw_affiliation_string":"Computer science, Technische Universit\u00e4t Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087688702"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":0.8169,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.76554322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"36","issue":"2","first_page":"101","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","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/T12357","display_name":"Digital Media Forensic Detection","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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9969000220298767,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.7538349628448486},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7219758629798889},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.645483136177063},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.6274595260620117},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5554055571556091},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.5485379099845886},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.5186266303062439},{"id":"https://openalex.org/keywords/digital-image-processing","display_name":"Digital image processing","score":0.50128173828125},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.4627637267112732},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.45688682794570923},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.4368472695350647},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4082019031047821},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34590235352516174},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.30033278465270996},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.27401429414749146},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.17324325442314148},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15137064456939697}],"concepts":[{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.7538349628448486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7219758629798889},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.645483136177063},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.6274595260620117},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5554055571556091},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.5485379099845886},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.5186266303062439},{"id":"https://openalex.org/C104317675","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Digital image processing","level":4,"score":0.50128173828125},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.4627637267112732},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.45688682794570923},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.4368472695350647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4082019031047821},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34590235352516174},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.30033278465270996},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.27401429414749146},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.17324325442314148},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15137064456939697},{"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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/msp.2018.2887214","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2018.2887214","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"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 Signal Processing Magazine","raw_type":"journal-article"},{"id":"pmh:oai:iris.unitn.it:11572/241791","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/241791","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1585859653","https://openalex.org/W2023718959","https://openalex.org/W2063435561","https://openalex.org/W2096754397","https://openalex.org/W2098902002","https://openalex.org/W2155319953","https://openalex.org/W2156471217","https://openalex.org/W2466255398","https://openalex.org/W2474240103","https://openalex.org/W2575767493","https://openalex.org/W2609835495","https://openalex.org/W2734722035","https://openalex.org/W2798868307","https://openalex.org/W2890007763","https://openalex.org/W4246848207","https://openalex.org/W7018402043"],"related_works":["https://openalex.org/W2386230482","https://openalex.org/W2371310357","https://openalex.org/W2373039468","https://openalex.org/W2356859146","https://openalex.org/W2351225324","https://openalex.org/W1997579358","https://openalex.org/W2392915199","https://openalex.org/W2221819563","https://openalex.org/W2383590264","https://openalex.org/W255597233"],"abstract_inverted_index":{"With":[0],"the":[1,10,21],"advent":[2],"of":[3],"ubiquitous":[4],"sensing":[5],"and":[6,39],"real-time":[7],"data":[8],"processing,":[9],"demand":[11],"for":[12],"engineers":[13],"with":[14,50],"solid":[15],"signal":[16,35,46,68],"processing":[17,36,47,69],"skills":[18],"has":[19],"exceeded":[20],"supply":[22],"by":[23],"a":[24],"large":[25],"margin.":[26],"However,":[27],"even":[28],"students":[29],"in":[30,67],"technical":[31],"subjects":[32],"often":[33],"perceive":[34],"as":[37,55],"demanding":[38],"somewhat":[40],"dry":[41],"[4].":[42],"In":[43],"many":[44],"curricula,":[45],"must":[48],"compete":[49],"more":[51],"attractive":[52],"classes,":[53],"such":[54],"hands-on":[56],"courses":[57],"on":[58],"programming,":[59],"robotics,":[60],"or":[61],"computer":[62],"graphics.":[63],"Hence,":[64],"new":[65],"directions":[66],"education":[70],"are":[71],"needed":[72],"[1],":[73],"[9],":[74],"[10].":[75]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-03-11T00:00:00"}