{"id":"https://openalex.org/W2294354508","doi":"https://doi.org/10.1109/icip.2015.7350986","title":"Spatial domain quantization noise based image filtering detection","display_name":"Spatial domain quantization noise based image filtering detection","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2294354508","doi":"https://doi.org/10.1109/icip.2015.7350986","mag":"2294354508"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2015.7350986","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7350986","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5038035093","display_name":"Hareesh Ravi","orcid":"https://orcid.org/0000-0002-3237-1899"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hareesh Ravi","raw_affiliation_strings":["Electronics and Communication Engineering, Indraprastha Institute of Information Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Communication Engineering, Indraprastha Institute of Information Technology, India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085785393","display_name":"A V Subramanyam","orcid":"https://orcid.org/0000-0002-8873-4644"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A.V. Subramanyam","raw_affiliation_strings":["Electronics and Communication Engineering, Indraprastha Institute of Information Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Communication Engineering, Indraprastha Institute of Information Technology, India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102340607","display_name":"Sabu Emmanuel","orcid":"https://orcid.org/0009-0001-0035-3979"},"institutions":[{"id":"https://openalex.org/I36721946","display_name":"Kuwait University","ror":"https://ror.org/021e5j056","country_code":"KW","type":"education","lineage":["https://openalex.org/I36721946"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Sabu Emmanuel","raw_affiliation_strings":["Computer Science and Engineering, Kuwait University, Kuwait"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Kuwait University, Kuwait","institution_ids":["https://openalex.org/I36721946"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6758,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8033908,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"22","issue":null,"first_page":"1180","last_page":"1184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":1.0,"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":1.0,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9943000078201294,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.982200026512146,"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":0.7529758214950562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6844596862792969},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6601546406745911},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.640912652015686},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5822203159332275},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5243447422981262},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5196632146835327},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.517809271812439},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47961294651031494},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4567379653453827},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.43205052614212036},{"id":"https://openalex.org/keywords/median-filter","display_name":"Median filter","score":0.41310691833496094},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38234075903892517}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7529758214950562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6844596862792969},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6601546406745911},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.640912652015686},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5822203159332275},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5243447422981262},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5196632146835327},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.517809271812439},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47961294651031494},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4567379653453827},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.43205052614212036},{"id":"https://openalex.org/C55352655","wikidata":"https://www.wikidata.org/wiki/Q304247","display_name":"Median filter","level":4,"score":0.41310691833496094},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38234075903892517},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2015.7350986","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7350986","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1494704062","https://openalex.org/W1651266332","https://openalex.org/W1967444466","https://openalex.org/W1973629749","https://openalex.org/W1979541363","https://openalex.org/W1985613413","https://openalex.org/W1995454616","https://openalex.org/W2031466562","https://openalex.org/W2037974317","https://openalex.org/W2056293702","https://openalex.org/W2059325159","https://openalex.org/W2059907896","https://openalex.org/W2068734928","https://openalex.org/W2095948462","https://openalex.org/W2096933452","https://openalex.org/W2106663508","https://openalex.org/W2118090703","https://openalex.org/W2130225759","https://openalex.org/W2153635508","https://openalex.org/W2159244236","https://openalex.org/W2162207217","https://openalex.org/W2534080848","https://openalex.org/W4213262319","https://openalex.org/W4252459207","https://openalex.org/W6637159134","https://openalex.org/W6646595341","https://openalex.org/W6649254818"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Smart":[0],"image":[1,12,66,83,94,116,125],"editing":[2],"and":[3,14,50,65,72,122,137,151],"processing":[4],"techniques":[5],"make":[6],"it":[7],"easier":[8],"to":[9,37,78,133,154],"manipulate":[10],"an":[11,76,115],"convincingly":[13],"also":[15],"hide":[16],"any":[17],"artifacts":[18],"of":[19,42,55,90,93,98,109,114,141,159],"tampering.":[20],"Common":[21],"real":[22],"world":[23],"forgeries":[24],"can":[25],"be":[26,155],"accompanied":[27],"by":[28,117],"enhancement":[29,44,88],"operations":[30,64],"like":[31],"filtering,":[32],"compression":[33],"and/or":[34],"format":[35,92],"conversion":[36],"suppress":[38],"forgery":[39],"artifacts.":[40],"Out":[41],"these":[43],"operations,":[45],"filtering":[46,63,86,148],"is":[47,152],"very":[48],"common":[49],"has":[51,84],"received":[52],"a":[53,81],"lot":[54],"attention":[56],"in":[57,157],"forensics":[58],"research":[59],"lately.":[60],"However,":[61],"different":[62],"formats":[67],"are":[68,131],"not":[69],"investigated":[70],"deeply":[71],"simultaneously.":[73],"We":[74],"propose":[75],"algorithm":[77],"detect":[79],"if":[80],"given":[82],"undergone":[85],"based":[87],"irrespective":[89],"the":[91,96,102,107,124,135,139,142,160],"or":[95,128],"type":[97],"filter":[99],"applied.":[100],"In":[101],"proposed":[103,143],"algorithm,":[104],"we":[105],"exploit":[106],"correlation":[108],"spatial":[110],"domain":[111],"quantization":[112],"noise":[113],"extracting":[118],"transition":[119],"probability":[120],"features":[121],"classify":[123],"as":[126],"filtered":[127],"unfiltered.":[129],"Experiments":[130],"performed":[132],"evaluate":[134],"robustness":[136],"compare":[138],"performance":[140],"technique":[144],"with":[145],"popular":[146],"forensic":[147],"detection":[149],"algorithms":[150],"found":[153],"superior":[156],"most":[158],"cases.":[161]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}