{"id":"https://openalex.org/W3151496678","doi":"https://doi.org/10.3906/elk-2002-6","title":"Robust image hashing based on structural and perceptual features for authentication of color images","display_name":"Robust image hashing based on structural and perceptual features for authentication of color images","publication_year":2020,"publication_date":"2020-09-23","ids":{"openalex":"https://openalex.org/W3151496678","doi":"https://doi.org/10.3906/elk-2002-6","mag":"3151496678"},"language":"en","primary_location":{"id":"doi:10.3906/elk-2002-6","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-2002-6","pdf_url":"https://doi.org/10.3906/elk-2002-6","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING &amp; COMPUTER SCIENCES","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.3906/elk-2002-6","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062507434","display_name":"Muhammad Farhan Khan","orcid":"https://orcid.org/0000-0002-9045-895X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad Farhan KHAN","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9045-895X","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003758508","display_name":"Syed Muhammad G. Monir","orcid":"https://orcid.org/0000-0001-6649-8161"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Syed Muhammad MONIR","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6649-8161","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5027850279","display_name":"Imran Naseem","orcid":"https://orcid.org/0000-0003-4429-0049"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Imran NASEEM","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4429-0049","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4792,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.6701476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"29","issue":"2","first_page":"648","last_page":"662"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9969000220298767,"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":0.9969000220298767,"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":0.9961000084877014,"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":0.995199978351593,"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/hash-function","display_name":"Hash function","score":0.7851172089576721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7088701725006104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.64814692735672},{"id":"https://openalex.org/keywords/feature-hashing","display_name":"Feature hashing","score":0.6165550947189331},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5910245180130005},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5848225951194763},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49297237396240234},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.48924946784973145},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.4389716684818268},{"id":"https://openalex.org/keywords/cryptographic-hash-function","display_name":"Cryptographic hash function","score":0.17906925082206726},{"id":"https://openalex.org/keywords/double-hashing","display_name":"Double hashing","score":0.12856540083885193}],"concepts":[{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7851172089576721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7088701725006104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.64814692735672},{"id":"https://openalex.org/C133667856","wikidata":"https://www.wikidata.org/wiki/Q5439682","display_name":"Feature hashing","level":5,"score":0.6165550947189331},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5910245180130005},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5848225951194763},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49297237396240234},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.48924946784973145},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.4389716684818268},{"id":"https://openalex.org/C7608002","wikidata":"https://www.wikidata.org/wiki/Q477202","display_name":"Cryptographic hash function","level":3,"score":0.17906925082206726},{"id":"https://openalex.org/C138111711","wikidata":"https://www.wikidata.org/wiki/Q478351","display_name":"Double hashing","level":4,"score":0.12856540083885193},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3906/elk-2002-6","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-2002-6","pdf_url":"https://doi.org/10.3906/elk-2002-6","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING &amp; COMPUTER SCIENCES","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/1b8e4273-0d0a-4297-8641-2a3381003fc8","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/1b8e4273-0d0a-4297-8641-2a3381003fc8","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Khan , M F , Monir , S M &amp; Naseem , I 2021 , ' Robust image hashing based on structural and perceptual features for authentication of color images ' , Turkish Journal of Electrical Engineering and Computer Sciences , vol. 29 , no. 2 , pp. 648-662 . https://doi.org/10.3906/elk-2002-6","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3906/elk-2002-6","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-2002-6","pdf_url":"https://doi.org/10.3906/elk-2002-6","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING &amp; COMPUTER SCIENCES","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2073139667","https://openalex.org/W2729514902","https://openalex.org/W2024160000","https://openalex.org/W2541791370","https://openalex.org/W2773500201","https://openalex.org/W2061273563","https://openalex.org/W2035976912","https://openalex.org/W2546871836","https://openalex.org/W2136485282","https://openalex.org/W37927678"],"abstract_inverted_index":{"Image":[0],"hashing":[1,73],"is":[2,36,56,116],"one":[3],"of":[4,12,29,48,103],"the":[5,10,46,90],"most":[6],"celebrated":[7],"techniques":[8],"regarding":[9],"discipline":[11],"image":[13,16,34,42,60,72,98],"forensics,":[14],"imageretrieval,":[15],"indexing,":[17],"content":[18],"verification,":[19],"and":[20,26,32,65,115],"zero":[21],"watermarking.":[22],"For":[23],"such":[24],"sensitive":[25],"complex":[27],"problems,generation":[28],"a":[30,52,70,107],"unique":[31],"robust":[33,71,109],"hash":[35,61],"an":[37,41,49,59],"utmost":[38],"prerequisite":[39],"for":[40,58,99],"identifier":[43],"driven":[44],"from":[45],"perceptualcontents":[47],"image.":[50],"As":[51],"design":[53],"perspective,":[54],"it":[55],"essential":[57],"to":[62,118],"have":[63],"robustness":[64],"optimizeddiscriminative":[66],"capability.":[67],"We":[68],"propose":[69],"technique":[74],"by":[75],"acquiring":[76],"perceptual":[77],"features":[78],"based":[79],"on":[80],"anovel":[81],"distance":[82],"magnitude":[83],"profile":[84,110],"utilizing":[85],"color":[86],"pixel":[87],"incongruity":[88],"among":[89],"contiguous":[91],"pixels,":[92],"as":[93,95],"well":[94],"producing":[96],"astructural":[97],"discrimination.":[100],"The":[101],"combination":[102],"both":[104],"results":[105],"provide":[106],"state-of-the-art":[108],"that":[111],"hase?icient":[112],"discriminative":[113],"capacity":[114],"impervious":[117],"usual":[119],"signal":[120],"processing":[121],"violations.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-04T06:14:18.571774","created_date":"2025-10-10T00:00:00"}
