{"id":"https://openalex.org/W2786624485","doi":"https://doi.org/10.1109/icip.2018.8451822","title":"Peekaboo-Where are the Objects? Structure Adjusting Superpixels","display_name":"Peekaboo-Where are the Objects? Structure Adjusting Superpixels","publication_year":2018,"publication_date":"2018-09-07","ids":{"openalex":"https://openalex.org/W2786624485","doi":"https://doi.org/10.1109/icip.2018.8451822","mag":"2786624485"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2018.8451822","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 25th IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1802.02796","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081769352","display_name":"Georg Maierhofer","orcid":"https://orcid.org/0000-0002-9764-8596"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Georg Maierhofer","raw_affiliation_strings":["DAMTP and DPMMS, University of Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DAMTP and DPMMS, University of Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107443433","display_name":"Daniel Heydecker","orcid":"https://orcid.org/0000-0001-6045-9209"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Heydecker","raw_affiliation_strings":["DAMTP and DPMMS, University of Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DAMTP and DPMMS, University of Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013015879","display_name":"Angelica I. Avil\u00e9s-Rivero","orcid":"https://orcid.org/0000-0002-8878-0325"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Angelica I. Aviles-Rivero","raw_affiliation_strings":["DAMTP and DPMMS, University of Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DAMTP and DPMMS, University of Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073566614","display_name":"Samar M. Alsaleh","orcid":null},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samar M. Alsaleh","raw_affiliation_strings":["George Washington University Law School, Washington, DC, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George Washington University Law School, Washington, DC, US","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033880300","display_name":"Carola\u2010Bibiane Sch\u00f6nlieb","orcid":"https://orcid.org/0000-0003-0099-6306"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Carola-Bibiane Schonlieb","raw_affiliation_strings":["DAMTP and DPMMS, University of Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DAMTP and DPMMS, University of Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation 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/T10052","display_name":"Medical Image Segmentation 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/T10689","display_name":"Remote-Sensing Image Classification","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9965000152587891,"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":0.8094950914382935},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.78829026222229},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5928052067756653},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5593377351760864},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5583815574645996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5450291633605957},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.5331085920333862},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49918508529663086},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42829763889312744},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3832170069217682},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0915423035621643}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8094950914382935},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.78829026222229},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5928052067756653},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5593377351760864},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5583815574645996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5450291633605957},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.5331085920333862},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49918508529663086},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42829763889312744},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3832170069217682},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0915423035621643},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/icip.2018.8451822","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 25th IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1802.02796","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1802.02796","pdf_url":"https://arxiv.org/pdf/1802.02796","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2786624485","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1802.02796","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1802.02796","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1802.02796","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1802.02796","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1802.02796","pdf_url":"https://arxiv.org/pdf/1802.02796","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1018969006","display_name":null,"funder_award_id":"EP/M00483X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1755984640","display_name":null,"funder_award_id":"EP/N014588/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1781405621","display_name":null,"funder_award_id":"EP/J009539/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G356165582","display_name":"EPSRC Centre for Doctoral Training in Analysis (Cambridge Centre for Analysis)","funder_award_id":"EP/L016516/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2786624485.pdf","grobid_xml":"https://content.openalex.org/works/W2786624485.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1896395893","https://openalex.org/W1921093919","https://openalex.org/W1994938019","https://openalex.org/W2016872984","https://openalex.org/W2062426340","https://openalex.org/W2074621908","https://openalex.org/W2104125540","https://openalex.org/W2110158442","https://openalex.org/W2118246710","https://openalex.org/W2125416623","https://openalex.org/W2150593711","https://openalex.org/W2294554869","https://openalex.org/W2294602567","https://openalex.org/W2518147591","https://openalex.org/W2536208356","https://openalex.org/W2585293115","https://openalex.org/W2791586936","https://openalex.org/W6630399218","https://openalex.org/W6697111280","https://openalex.org/W6733316252"],"related_works":["https://openalex.org/W3153293147","https://openalex.org/W2584490639","https://openalex.org/W2885383822","https://openalex.org/W2810962044","https://openalex.org/W3205719535","https://openalex.org/W3086856410","https://openalex.org/W2778481949","https://openalex.org/W1775730969","https://openalex.org/W3012337127","https://openalex.org/W2081818066","https://openalex.org/W2088649052","https://openalex.org/W2053628764","https://openalex.org/W2154321958","https://openalex.org/W2024947939","https://openalex.org/W2030994305","https://openalex.org/W2208501551","https://openalex.org/W2017519713","https://openalex.org/W3003818653","https://openalex.org/W3011951626","https://openalex.org/W2955671438"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,13,46,57,67,95],"search":[4],"for":[5,62],"a":[6,23],"fast":[7],"and":[8,59,82,86],"meaningful":[9,64],"image":[10],"segmentation":[11],"in":[12,56,66],"context":[14],"of":[15,27],"k-means":[16],"clustering.":[17],"The":[18,74],"proposed":[19,75],"method":[20,76],"builds":[21],"on":[22],"widely-used":[24],"local":[25,47],"version":[26],"Lloyd's":[28],"algorithm,":[29],"called":[30],"Simple":[31],"Linear":[32],"Iterative":[33],"Clustering":[34],"(SLIC).":[35],"We":[36],"propose":[37],"an":[38],"algorithm":[39],"which":[40,98],"extends":[41],"SLIC":[42],"to":[43,53],"dynamically":[44,52],"adjust":[45],"search,":[48],"adopting":[49],"superpixel":[50],"resolution":[51],"structure":[54],"existent":[55],"image,":[58],"thus":[60],"provides":[61],"more":[63],"superpixels":[65],"same":[68],"linear":[69],"runtime":[70],"as":[71],"standard":[72],"SLIC.":[73],"is":[77],"evaluated":[78],"against":[79],"state-of-the-art":[80],"techniques":[81],"improved":[83],"boundary":[84],"adherence":[85],"undersegmentation":[87],"error":[88],"are":[89,99],"observed,":[90],"whilst":[91],"still":[92],"remaining":[93],"among":[94],"fastest":[96],"algorithms":[97],"tested.":[100]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
