{"id":"https://openalex.org/W4379877512","doi":"https://doi.org/10.1137/22m151546x","title":"Joint Reconstruction-Segmentation on Graphs","display_name":"Joint Reconstruction-Segmentation on Graphs","publication_year":2023,"publication_date":"2023-06-07","ids":{"openalex":"https://openalex.org/W4379877512","doi":"https://doi.org/10.1137/22m151546x"},"language":"en","primary_location":{"id":"doi:10.1137/22m151546x","is_oa":false,"landing_page_url":"https://doi.org/10.1137/22m151546x","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","raw_type":"journal-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/A5028642384","display_name":"Jeremy Budd","orcid":"https://orcid.org/0000-0003-3771-5328"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]},{"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"]},{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]},{"id":"https://openalex.org/I4210117017","display_name":"Maxwell Institute for Mathematical Sciences","ror":"https://ror.org/02tsqtg57","country_code":"GB","type":"facility","lineage":["https://openalex.org/I32062511","https://openalex.org/I4210117017","https://openalex.org/I98677209"]},{"id":"https://openalex.org/I4391767997","display_name":"Hausdorff Center for Mathematics","ror":"https://ror.org/032n1tr36","country_code":"DE","type":"facility","lineage":["https://openalex.org/I135140700","https://openalex.org/I4391767997"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["DE","GB","NL"],"is_corresponding":true,"raw_author_name":"Jeremy M. Budd","raw_affiliation_strings":["Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\u00e4t Bonn, Bonn, Germany","Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\\\" at Bonn, Bonn, Germany","Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK","\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK"],"raw_orcid":"https://orcid.org/0000-0003-3771-5328","affiliations":[{"raw_affiliation_string":"Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\u00e4t Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]},{"raw_affiliation_string":"Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\\\" at Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700","https://openalex.org/I4391767997"]},{"raw_affiliation_string":"Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I4210117017","https://openalex.org/I32062511"]},{"raw_affiliation_string":"\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054207716","display_name":"Yves van Gennip","orcid":"https://orcid.org/0000-0003-4953-8314"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]},{"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"]},{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]},{"id":"https://openalex.org/I4210117017","display_name":"Maxwell Institute for Mathematical Sciences","ror":"https://ror.org/02tsqtg57","country_code":"GB","type":"facility","lineage":["https://openalex.org/I32062511","https://openalex.org/I4210117017","https://openalex.org/I98677209"]},{"id":"https://openalex.org/I4391767997","display_name":"Hausdorff Center for Mathematics","ror":"https://ror.org/032n1tr36","country_code":"DE","type":"facility","lineage":["https://openalex.org/I135140700","https://openalex.org/I4391767997"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["DE","GB","NL"],"is_corresponding":false,"raw_author_name":"Yves van Gennip","raw_affiliation_strings":["Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK","\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\\\" at Bonn, Bonn, Germany","Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I4210117017","https://openalex.org/I32062511"]},{"raw_affiliation_string":"\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\\\" at Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700","https://openalex.org/I4391767997"]},{"raw_affiliation_string":"Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026110503","display_name":"Jonas Latz","orcid":"https://orcid.org/0000-0002-4600-0247"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]},{"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"]},{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]},{"id":"https://openalex.org/I4210117017","display_name":"Maxwell Institute for Mathematical Sciences","ror":"https://ror.org/02tsqtg57","country_code":"GB","type":"facility","lineage":["https://openalex.org/I32062511","https://openalex.org/I4210117017","https://openalex.org/I98677209"]},{"id":"https://openalex.org/I4391767997","display_name":"Hausdorff Center for Mathematics","ror":"https://ror.org/032n1tr36","country_code":"DE","type":"facility","lineage":["https://openalex.org/I135140700","https://openalex.org/I4391767997"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["DE","GB","NL"],"is_corresponding":false,"raw_author_name":"Jonas Latz","raw_affiliation_strings":["Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK","Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\\\" at Bonn, Bonn, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4600-0247","affiliations":[{"raw_affiliation_string":"Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I4210117017","https://openalex.org/I32062511"]},{"raw_affiliation_string":"Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\\\" at Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700","https://openalex.org/I4391767997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031631593","display_name":"Simone Parisotto","orcid":"https://orcid.org/0000-0003-0865-0289"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]},{"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"]},{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]},{"id":"https://openalex.org/I4210117017","display_name":"Maxwell Institute for Mathematical Sciences","ror":"https://ror.org/02tsqtg57","country_code":"GB","type":"facility","lineage":["https://openalex.org/I32062511","https://openalex.org/I4210117017","https://openalex.org/I98677209"]},{"id":"https://openalex.org/I4391767997","display_name":"Hausdorff Center for Mathematics","ror":"https://ror.org/032n1tr36","country_code":"DE","type":"facility","lineage":["https://openalex.org/I135140700","https://openalex.org/I4391767997"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["DE","GB","NL"],"is_corresponding":false,"raw_author_name":"Simone Parisotto","raw_affiliation_strings":["Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK","\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\\\" at Bonn, Bonn, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0865-0289","affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I4210117017","https://openalex.org/I32062511"]},{"raw_affiliation_string":"\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\\\" at Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700","https://openalex.org/I4391767997"]}]},{"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/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]},{"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"]},{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]},{"id":"https://openalex.org/I4210117017","display_name":"Maxwell Institute for Mathematical Sciences","ror":"https://ror.org/02tsqtg57","country_code":"GB","type":"facility","lineage":["https://openalex.org/I32062511","https://openalex.org/I4210117017","https://openalex.org/I98677209"]},{"id":"https://openalex.org/I4391767997","display_name":"Hausdorff Center for Mathematics","ror":"https://ror.org/032n1tr36","country_code":"DE","type":"facility","lineage":["https://openalex.org/I135140700","https://openalex.org/I4391767997"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["DE","GB","NL"],"is_corresponding":false,"raw_author_name":"Carola-Bibiane Sch\u00f6nlieb","raw_affiliation_strings":["Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\\\" at Bonn, Bonn, Germany","Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\\\" at Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700","https://openalex.org/I4391767997"]},{"raw_affiliation_string":"Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I4210117017","https://openalex.org/I32062511"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028642384"],"corresponding_institution_ids":["https://openalex.org/I135140700","https://openalex.org/I241749","https://openalex.org/I32062511","https://openalex.org/I4210117017","https://openalex.org/I4391767997","https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":0.2125,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47174814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"16","issue":"2","first_page":"911","last_page":"947"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9983000159263611,"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":0.9983000159263611,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T12923","display_name":"Digital Image Processing Techniques","score":0.9955999851226807,"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/segmentation","display_name":"Segmentation","score":0.8404072523117065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6658004522323608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6539469957351685},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.6137071251869202},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.5971101522445679},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5567079186439514},{"id":"https://openalex.org/keywords/cut","display_name":"Cut","score":0.5313863158226013},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5138126015663147},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43067947030067444},{"id":"https://openalex.org/keywords/minimum-spanning-tree-based-segmentation","display_name":"Minimum spanning tree-based segmentation","score":0.4138444662094116},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3942749798297882},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.12407279014587402}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8404072523117065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6658004522323608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6539469957351685},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.6137071251869202},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.5971101522445679},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5567079186439514},{"id":"https://openalex.org/C5134670","wikidata":"https://www.wikidata.org/wiki/Q1626444","display_name":"Cut","level":4,"score":0.5313863158226013},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5138126015663147},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43067947030067444},{"id":"https://openalex.org/C42314347","wikidata":"https://www.wikidata.org/wiki/Q6865488","display_name":"Minimum spanning tree-based segmentation","level":5,"score":0.4138444662094116},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3942749798297882},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.12407279014587402}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1137/22m151546x","is_oa":false,"landing_page_url":"https://doi.org/10.1137/22m151546x","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/55bf5828-3b11-493e-8200-3d3c5ff18a12","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85179178060&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Budd, J M, van Gennip, Y, Latz, J, Parisotto, S & Schonlieb, C B 2023, 'Joint Reconstruction-Segmentation on Graphs', SIAM Journal on Imaging Sciences, vol. 16, no. 2, pp. 911-947. https://doi.org/10.1137/22M151546X","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/55bf5828-3b11-493e-8200-3d3c5ff18a12","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/55bf5828-3b11-493e-8200-3d3c5ff18a12","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Budd, J M, van Gennip, Y, Latz, J, Parisotto, S & Schonlieb, C B 2023, 'Joint Reconstruction-Segmentation on Graphs', SIAM Journal on Imaging Sciences, vol. 16, no. 2, pp. 911-947. https://doi.org/10.1137/22M151546X","raw_type":"article"},{"id":"pmh:oai:tudelft.nl:uuid:d0907459-9dec-4d2e-97cb-1759b3367e87","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:d0907459-9dec-4d2e-97cb-1759b3367e87","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1424764954","display_name":null,"funder_award_id":"EP/T017961/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1521016025","display_name":"EXC 2047: Hausdorff Center for Mathematics (HCM)","funder_award_id":"390685813","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"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/G2763947431","display_name":"Nonlocal Methods for Arbitrary Data Sources","funder_award_id":"777826","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2861870519","display_name":"Robust and Efficient Analysis Approaches of Remote Imagery for Assessing Population and Forest Health in India","funder_award_id":"EP/T003553/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2978676218","display_name":null,"funder_award_id":"EP/S026045/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3055915260","display_name":null,"funder_award_id":"215733/Z/19/Z","funder_id":"https://openalex.org/F4320307874","funder_display_name":"Wellcome"},{"id":"https://openalex.org/G327951811","display_name":null,"funder_award_id":"EXC-2047/1 - 390685813","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5127146920","display_name":null,"funder_award_id":"EXC-2047/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6096796963","display_name":"Cambridge Mathematics of Information in Healthcare (CMIH)","funder_award_id":"EP/T017961/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6579398875","display_name":"EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging","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/G7243674615","display_name":null,"funder_award_id":"EP/V029428/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7534764778","display_name":"Combining Knowledge And Data Driven Approaches to Inverse Imaging Problems","funder_award_id":"EP/V029428/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G763414266","display_name":"PET++: Improving Localisation, Diagnosis and Quantification in Clinical and Medical PET Imaging with Randomised Optimisation","funder_award_id":"EP/S026045/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8252974818","display_name":null,"funder_award_id":"777826 NoMADS","funder_id":"https://openalex.org/F4320338337","funder_display_name":"H2020 Marie Sk\u0142odowska-Curie Actions"},{"id":"https://openalex.org/G89795682","display_name":null,"funder_award_id":"221633/Z/20/Z","funder_id":"https://openalex.org/F4320307874","funder_display_name":"Wellcome"}],"funders":[{"id":"https://openalex.org/F4320307874","display_name":"Wellcome","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320313467","display_name":"Alan Turing Institute","ror":"https://ror.org/035dkdb55"},{"id":"https://openalex.org/F4320319993","display_name":"Leverhulme Trust","ror":"https://ror.org/012mzw131"},{"id":"https://openalex.org/F4320320006","display_name":"Royal Society","ror":"https://ror.org/03wnrjx87"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320338337","display_name":"H2020 Marie Sk\u0142odowska-Curie Actions","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W604560364","https://openalex.org/W1989135034","https://openalex.org/W1998991750","https://openalex.org/W2000594266","https://openalex.org/W2005140191","https://openalex.org/W2007680066","https://openalex.org/W2021361347","https://openalex.org/W2027982384","https://openalex.org/W2035884262","https://openalex.org/W2049161806","https://openalex.org/W2082624758","https://openalex.org/W2087770851","https://openalex.org/W2092663520","https://openalex.org/W2103559027","https://openalex.org/W2108082645","https://openalex.org/W2114487471","https://openalex.org/W2116040950","https://openalex.org/W2116810533","https://openalex.org/W2122192562","https://openalex.org/W2129732816","https://openalex.org/W2135073237","https://openalex.org/W2146818756","https://openalex.org/W2168081935","https://openalex.org/W2169898291","https://openalex.org/W2172029033","https://openalex.org/W2265744594","https://openalex.org/W2292757513","https://openalex.org/W2489822048","https://openalex.org/W2508457857","https://openalex.org/W2598739535","https://openalex.org/W2603818650","https://openalex.org/W2811023425","https://openalex.org/W2887246043","https://openalex.org/W2952020389","https://openalex.org/W2963802019","https://openalex.org/W2975822918","https://openalex.org/W3049688872","https://openalex.org/W3096520621","https://openalex.org/W3097632702","https://openalex.org/W3100208521","https://openalex.org/W3103734994","https://openalex.org/W3106498427","https://openalex.org/W3134814554","https://openalex.org/W3137048837","https://openalex.org/W3200628311","https://openalex.org/W4206305733","https://openalex.org/W4239146293","https://openalex.org/W4281842030","https://openalex.org/W4312258136"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2551987074","https://openalex.org/W2945274617","https://openalex.org/W2055202857","https://openalex.org/W2103507220","https://openalex.org/W1543922489","https://openalex.org/W2559983475","https://openalex.org/W2897997384","https://openalex.org/W2088651901"],"abstract_inverted_index":{"&lt;p&gt;Practical":[0],"image":[1],"segmentation":[2,47,66,120,168],"tasks":[3,22],"concern":[4],"images":[5,115],"which":[6,68],"must":[7],"be":[8,93],"reconstructed":[9],"from":[10,117],"noisy,":[11],"distorted,":[12],"and/or":[13],"incomplete":[14],"observations.":[15],"A":[16],"recent":[17,73],"approach":[18],"for":[19,61],"solving":[20],"such":[21,49],"is":[23],"to":[24,34,78,109,123,130,145],"perform":[25],"this":[26,39,55,107],"reconstruction":[27,166],"jointly":[28],"with":[29],"the":[30,36,51,79,83,98],"segmentation,":[31],"using":[32,64],"each":[33],"guide":[35],"other.":[37],"However,":[38],"work":[40],"has":[41],"so":[42],"far":[43],"employed":[44],"relatively":[45],"simple":[46],"methods,":[48,67],"as":[50],"Chan--Vese":[52],"algorithm.":[53],"In":[54],"paper,":[56],"we":[57,87,105],"present":[58],"a":[59,124,131],"method":[60,155],"joint":[62],"reconstruction-segmentation":[63,150],"graph-based":[65,119],"have":[69],"been":[70],"seeing":[71],"increasing":[72],"interest.":[74],"Complications":[75],"arise":[76],"due":[77],"large":[80],"size":[81],"of":[82,101,112,165],"matrices":[84],"involved,":[85],"and":[86,128,167],"show":[88],"how":[89],"these":[90,143],"complications":[91],"can":[92],"managed.":[94],"We":[95,141],"then":[96],"analyze":[97],"convergence":[99],"properties":[100],"our":[102,154],"scheme.":[103],"Finally,":[104],"apply":[106],"scheme":[108],"distorted":[110],"versions":[111],"``two":[113],"cows\"":[114],"familiar":[116],"previous":[118],"literature,":[121],"first":[122],"highly":[125,135],"noised":[126],"version":[127],"second":[129],"blurred":[132],"version,":[133],"achieving":[134],"accurate":[136],"segmentations":[137],"in":[138,163],"both":[139],"cases.":[140],"compare":[142],"results":[144],"those":[146,161],"obtained":[147],"by":[148],"sequential":[149],"approaches,":[151],"finding":[152],"that":[153],"competes":[156],"with,":[157],"or":[158],"even":[159],"outperforms,":[160],"approaches":[162],"terms":[164],"accuracy.&lt;/p&gt;":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}
