{"id":"https://openalex.org/W2155567575","doi":"https://doi.org/10.1109/icip.2007.4380011","title":"A New Scheme for Automatic Initialization of Deformable Models","display_name":"A New Scheme for Automatic Initialization of Deformable Models","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2155567575","doi":"https://doi.org/10.1109/icip.2007.4380011","mag":"2155567575"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2007.4380011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2007.4380011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Image Processing","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/A5046002066","display_name":"Weijia Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weijia Shen","raw_affiliation_strings":["Department of Electrical & Computer Engineering, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044469907","display_name":"Ashraf A. Kassim","orcid":"https://orcid.org/0000-0001-7435-8564"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ashraf A. Kassim","raw_affiliation_strings":["Department of Electrical & Computer Engineering, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.23163937,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"IV ","last_page":" 289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9987999796867371,"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":0.9987999796867371,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9944000244140625,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9940999746322632,"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/initialization","display_name":"Initialization","score":0.9345626831054688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7580947875976562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7473832368850708},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5922712087631226},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5706512331962585},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5459368228912354},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.544755756855011},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5422646999359131},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5283879637718201},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5156394243240356},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4984567165374756},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49439430236816406},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4943253993988037},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46350544691085815},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4506993591785431},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1259392499923706}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.9345626831054688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7580947875976562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7473832368850708},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5922712087631226},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5706512331962585},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5459368228912354},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.544755756855011},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5422646999359131},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5283879637718201},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5156394243240356},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4984567165374756},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49439430236816406},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4943253993988037},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46350544691085815},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4506993591785431},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1259392499923706},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2007.4380011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2007.4380011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Image Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/68929","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/68929","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1991113069","https://openalex.org/W2038952578","https://openalex.org/W2099741732","https://openalex.org/W2104095591","https://openalex.org/W2112366897","https://openalex.org/W2119028184","https://openalex.org/W2124486835","https://openalex.org/W2125741082","https://openalex.org/W2128580395","https://openalex.org/W2145803225","https://openalex.org/W2146474141","https://openalex.org/W2146672645","https://openalex.org/W2149184914","https://openalex.org/W2159955373","https://openalex.org/W2167338900","https://openalex.org/W2167369715","https://openalex.org/W2257901301","https://openalex.org/W3211330693"],"related_works":["https://openalex.org/W3176564347","https://openalex.org/W3031039437","https://openalex.org/W3204184292","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3101398262","https://openalex.org/W3095877357","https://openalex.org/W10861731","https://openalex.org/W2050451745","https://openalex.org/W1522196789"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,22,61,64,72],"novel":[4],"scheme":[5],"for":[6,9,59],"automatic":[7],"initialization":[8,24],"all":[10],"types":[11,38],"of":[12,28,39,66,75,96],"deformable":[13,40],"models.":[14],"Our":[15],"method":[16,35],"is":[17,26,57,84],"able":[18],"to":[19],"automatically":[20],"generate":[21],"close-to-boundary":[23],"which":[25],"independent":[27,49],"the":[29,94],"subsequent":[30],"segmentation":[31],"process.":[32],"Therefore,":[33],"our":[34,97],"enables":[36],"different":[37],"models":[41],"achieve":[42],"more":[43],"accurate":[44],"and":[45],"robust":[46],"results.":[47],"Topographic":[48],"component":[50],"analysis":[51],"(TICA)":[52],"based":[53],"feature":[54],"extraction":[55],"technique":[56],"presented":[58],"learning":[60],"representation":[62],"from":[63],"set":[65],"un-labeled":[67],"image":[68],"patches.":[69],"During":[70],"learning,":[71],"topographic":[73],"map":[74],"basis":[76],"components":[77],"emerge.":[78],"An":[79],"intelligent":[80],"contour":[81],"generation":[82],"procedure":[83],"also":[85],"proposed.":[86],"Experimental":[87],"results":[88],"on":[89],"abdominal":[90],"CT":[91],"images":[92],"demonstrate":[93],"potential":[95],"approach.":[98]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}