{"id":"https://openalex.org/W2043331342","doi":"https://doi.org/10.1109/tip.2012.2199126","title":"Saliency Detection in the Compressed Domain for Adaptive Image Retargeting","display_name":"Saliency Detection in the Compressed Domain for Adaptive Image Retargeting","publication_year":2012,"publication_date":"2012-08-15","ids":{"openalex":"https://openalex.org/W2043331342","doi":"https://doi.org/10.1109/tip.2012.2199126","mag":"2043331342","pmid":"https://pubmed.ncbi.nlm.nih.gov/22614642"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2012.2199126","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2012.2199126","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5063013411","display_name":"Yuming Fang","orcid":"https://orcid.org/0000-0002-6946-3586"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Yuming Fang","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore. fa0001ng@ntu.edu.sg","School of Computer Engineering, Nanyang Technological University,,Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore. fa0001ng@ntu.edu.sg","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University,,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006748765","display_name":"Zhenzhong Chen","orcid":"https://orcid.org/0000-0002-7882-1066"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhenzhong Chen","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403129","display_name":"Weisi Lin","orcid":"https://orcid.org/0000-0001-9866-1947"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weisi Lin","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University,,Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University,,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051264473","display_name":"Chia\u2010Wen Lin","orcid":"https://orcid.org/0000-0002-9097-2318"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]},{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG","TW"],"is_corresponding":false,"raw_author_name":"Chia-Wen Lin","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","Department of Electrical Engineering, National Tsing Hua University Hsinchu, Taiwan#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Tsing Hua University Hsinchu, Taiwan#TAB#","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5063013411"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":22.4942,"has_fulltext":false,"cited_by_count":320,"citation_normalized_percentile":{"value":0.99614613,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"21","issue":"9","first_page":"3888","last_page":"3901"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency 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/T11605","display_name":"Visual Attention and Saliency 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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9990000128746033,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9825000166893005,"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/seam-carving","display_name":"Seam carving","score":0.8491822481155396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7730648517608643},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.7556120157241821},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7502244710922241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.701962947845459},{"id":"https://openalex.org/keywords/jpeg","display_name":"JPEG","score":0.6681790351867676},{"id":"https://openalex.org/keywords/retargeting","display_name":"Retargeting","score":0.49656373262405396},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4825938940048218},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.46262216567993164},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4484281539916992},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42811572551727295},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4035659432411194},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.36706244945526123},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.34650546312332153},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21255317330360413}],"concepts":[{"id":"https://openalex.org/C23746413","wikidata":"https://www.wikidata.org/wiki/Q1141379","display_name":"Seam carving","level":3,"score":0.8491822481155396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7730648517608643},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.7556120157241821},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7502244710922241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.701962947845459},{"id":"https://openalex.org/C198751489","wikidata":"https://www.wikidata.org/wiki/Q2195","display_name":"JPEG","level":3,"score":0.6681790351867676},{"id":"https://openalex.org/C2780575108","wikidata":"https://www.wikidata.org/wiki/Q7316652","display_name":"Retargeting","level":2,"score":0.49656373262405396},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4825938940048218},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.46262216567993164},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4484281539916992},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42811572551727295},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4035659432411194},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.36706244945526123},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34650546312332153},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21255317330360413},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tip.2012.2199126","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2012.2199126","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:22614642","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22614642","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.721.6739","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.721.6739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ee.nthu.edu.tw/cwlin/pub/tip_retargeting_2012.pdf","raw_type":"text"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/98840","is_oa":false,"landing_page_url":"https://hdl.handle.net/10220/13484","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.6600000262260437,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1979015299","https://openalex.org/W1981228217","https://openalex.org/W1985949187","https://openalex.org/W1990173365","https://openalex.org/W1995672339","https://openalex.org/W2002885083","https://openalex.org/W2005619762","https://openalex.org/W2013237403","https://openalex.org/W2018377917","https://openalex.org/W2018765149","https://openalex.org/W2040903332","https://openalex.org/W2046863527","https://openalex.org/W2078132377","https://openalex.org/W2080008265","https://openalex.org/W2080592425","https://openalex.org/W2090267299","https://openalex.org/W2098702446","https://openalex.org/W2099770336","https://openalex.org/W2100470808","https://openalex.org/W2106289661","https://openalex.org/W2113032778","https://openalex.org/W2115416470","https://openalex.org/W2123860655","https://openalex.org/W2124321291","https://openalex.org/W2124511321","https://openalex.org/W2128272608","https://openalex.org/W2132610780","https://openalex.org/W2132705406","https://openalex.org/W2133059825","https://openalex.org/W2135957164","https://openalex.org/W2136659826","https://openalex.org/W2139047169","https://openalex.org/W2142768220","https://openalex.org/W2146103513","https://openalex.org/W2149095485","https://openalex.org/W2152475278","https://openalex.org/W2153096898","https://openalex.org/W2153149505","https://openalex.org/W2155175457","https://openalex.org/W2155368608","https://openalex.org/W2156148204","https://openalex.org/W2157554677","https://openalex.org/W2161749858","https://openalex.org/W2162216530","https://openalex.org/W2164734076","https://openalex.org/W2166554908","https://openalex.org/W2167322721","https://openalex.org/W3136413417","https://openalex.org/W3137241515","https://openalex.org/W4230072782","https://openalex.org/W6649233251","https://openalex.org/W6680437723","https://openalex.org/W6680614221","https://openalex.org/W6682542381"],"related_works":["https://openalex.org/W2047755406","https://openalex.org/W2295013215","https://openalex.org/W4250433723","https://openalex.org/W2081282645","https://openalex.org/W2790269557","https://openalex.org/W4388821263","https://openalex.org/W2018765149","https://openalex.org/W1895742843","https://openalex.org/W2596972971","https://openalex.org/W2266217683"],"abstract_inverted_index":{"Saliency":[0,83],"detection":[1,21,53,106],"plays":[2],"important":[3,178],"roles":[4],"in":[5,25,37,55,59,79,116,202],"many":[6],"image":[7,17,70,113,122,136,171],"processing":[8],"applications,":[9],"such":[10,41],"as":[11,42,196],"regions":[12,179],"of":[13,68,85,129,144,153],"interest":[14],"extraction":[15],"and":[16,65,97,134,188],"resizing.":[18],"Existing":[19],"saliency":[20,52,105,163],"models":[22],"are":[23,34,71],"built":[24],"the":[26,38,56,69,80,93,103,117,130,135,151,159,166,169,176,184,192,199,203],"uncompressed":[27],"domain.":[28,119],"Since":[29],"most":[30],"images":[31],"over":[32],"Internet":[33],"typically":[35],"stored":[36],"compressed":[39,57,118,167],"domain":[40,58],"joint":[43],"photographic":[44],"experts":[45],"group":[46],"(JPEG),":[47],"we":[48,108],"propose":[49],"a":[50],"novel":[51],"model":[54],"this":[60],"paper.":[61],"The":[62,120],"intensity,":[63],"color,":[64],"texture":[66,145],"features":[67],"extracted":[72],"from":[73,165],"discrete":[74],"cosine":[75],"transform":[76],"(DCT)":[77],"coefficients":[78],"JPEG":[81],"bit-stream.":[82],"value":[84],"each":[86],"DCT":[87],"block":[88],"is":[89,147],"obtained":[90],"based":[91],"on":[92,102],"Hausdorff":[94],"distance":[95],"calculation":[96],"feature":[98],"map":[99],"fusion.":[100],"Based":[101],"proposed":[104,121,170],"model,":[107],"further":[109],"design":[110],"an":[111],"adaptive":[112],"retargeting":[114,123,172],"algorithm":[115,124,173],"utilizes":[125],"multioperator":[126],"operation":[127],"comprised":[128],"block-based":[131,155],"seam":[132],"carving":[133],"scaling":[137],"to":[138,149,158],"resize":[139],"images.":[140],"A":[141],"new":[142],"definition":[143],"homogeneity":[146],"given":[148],"determine":[150],"amount":[152],"removal":[154],"seams.":[156],"Thanks":[157],"directly":[160],"derived":[161],"accurate":[162],"information":[164],"domain,":[168],"effectively":[174],"preserves":[175],"visually":[177],"for":[180],"images,":[181],"efficiently":[182],"removes":[183],"less":[185],"crucial":[186],"regions,":[187],"therefore":[189],"significantly":[190],"outperforms":[191],"relevant":[193],"state-of-the-art":[194],"algorithms,":[195],"demonstrated":[197],"with":[198],"in-depth":[200],"analysis":[201],"extensive":[204],"experiments.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":35},{"year":2018,"cited_by_count":38},{"year":2017,"cited_by_count":46},{"year":2016,"cited_by_count":40},{"year":2015,"cited_by_count":36},{"year":2014,"cited_by_count":28},{"year":2013,"cited_by_count":15},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}