{"id":"https://openalex.org/W2293791886","doi":"https://doi.org/10.1109/icip.2015.7351425","title":"DREM: Decoupled region energy model for image segmentation","display_name":"DREM: Decoupled region energy model for image segmentation","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2293791886","doi":"https://doi.org/10.1109/icip.2015.7351425","mag":"2293791886"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2015.7351425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7351425","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":"article","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/A5008880502","display_name":"Akshaya Mishra","orcid":"https://orcid.org/0000-0002-4153-7598"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Akshaya Mishra","raw_affiliation_strings":["Miovision Technologies Inc., Kitchener, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Miovision Technologies Inc., Kitchener, Ontario, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018695994","display_name":"Justin A. Eichel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Justin A. Eichel","raw_affiliation_strings":["Miovision Technologies Inc., Kitchener, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Miovision Technologies Inc., Kitchener, Ontario, Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048035804","display_name":"Tyler Abbott","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tyler Abbott","raw_affiliation_strings":["Miovision Technologies Inc., Kitchener, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Miovision Technologies Inc., Kitchener, Ontario, Canada","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.15488613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"3354","last_page":"3357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rectangle","display_name":"Rectangle","score":0.6863739490509033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6847949028015137},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6826406717300415},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6388746500015259},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5850268602371216},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5686336159706116},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5476405620574951},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5469453930854797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5323688387870789},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5080242156982422},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.4700518846511841},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.349712073802948},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.175564706325531},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1643866002559662},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08954307436943054},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08889952301979065}],"concepts":[{"id":"https://openalex.org/C2781302577","wikidata":"https://www.wikidata.org/wiki/Q209","display_name":"Rectangle","level":2,"score":0.6863739490509033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6847949028015137},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6826406717300415},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6388746500015259},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5850268602371216},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5686336159706116},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5476405620574951},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5469453930854797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5323688387870789},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5080242156982422},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.4700518846511841},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.349712073802948},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.175564706325531},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1643866002559662},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08954307436943054},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08889952301979065},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2015.7351425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7351425","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":0.8799999952316284,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1581825006","https://openalex.org/W1989708985","https://openalex.org/W1999478155","https://openalex.org/W2000063966","https://openalex.org/W2055136526","https://openalex.org/W2060223645","https://openalex.org/W2083309241","https://openalex.org/W2104095591","https://openalex.org/W2105365961","https://openalex.org/W2110158442","https://openalex.org/W2114487471","https://openalex.org/W2121927366","https://openalex.org/W2129872026","https://openalex.org/W2152632881","https://openalex.org/W2163431839","https://openalex.org/W2752061190","https://openalex.org/W2752853835","https://openalex.org/W6744529318"],"related_works":["https://openalex.org/W2242098268","https://openalex.org/W4244945894","https://openalex.org/W4224881918","https://openalex.org/W2003462717","https://openalex.org/W2802042052","https://openalex.org/W174828583","https://openalex.org/W1987609185","https://openalex.org/W2321986606","https://openalex.org/W2059098648","https://openalex.org/W1976660375"],"abstract_inverted_index":{"A":[0],"novel":[1],"real-time":[2],"homogeneous":[3],"region":[4],"segmentation":[5],"method":[6,57],"is":[7,47],"proposed":[8],"that":[9],"decouples":[10],"appearance":[11],"and":[12,23,80],"geometric":[13],"properties":[14],"of":[15],"the":[16],"regional":[17],"energy":[18,27],"model":[19],"into":[20],"data-driven":[21],"external":[22],"regularization":[24],"driven":[25],"internal":[26],"functions.":[28],"The":[29],"initial":[30],"seed":[31],"locations":[32],"are":[33],"selected":[34],"using":[35,40],"local":[36],"minimal":[37],"variance":[38],"estimated":[39],"minimum":[41],"rectangle":[42],"converging":[43],"criteria.":[44],"Region":[45],"convergence":[46],"obtained":[48],"through":[49],"an":[50],"iterative":[51],"co-ordinate":[52],"descent":[53],"technique.":[54],"Since":[55],"this":[56],"requires":[58],"only":[59],"14":[60],"ms":[61],"per":[62],"video":[63,72],"frame,":[64],"it":[65],"will":[66],"help":[67],"compress":[68],"intelligent":[69],"transportation":[70],"system":[71],"for":[73,78],"transmission":[74],"over":[75],"mobile":[76],"networks":[77],"surveillance":[79],"cloud-based":[81],"processing.":[82]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
