{"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","Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","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"],"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":"Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"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/I32062511","https://openalex.org/I4210117017"]},{"raw_affiliation_string":"\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"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","Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","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"],"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":"Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"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/I32062511","https://openalex.org/I4210117017"]},{"raw_affiliation_string":"\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"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","Hausdorff Centre for Mathematics, Rheinische Friedrich-Wilhelms-Universit\\\" at Bonn, Bonn, Germany","\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands"],"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/I32062511","https://openalex.org/I4210117017"]},{"raw_affiliation_string":"Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"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":"\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"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","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"],"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":"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/I32062511","https://openalex.org/I4210117017"]},{"raw_affiliation_string":"\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"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","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"],"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":"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/I32062511","https://openalex.org/I4210117017"]},{"raw_affiliation_string":"\\ddagger Delft Institute of Applied Mathematics, Technische Universiteit Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"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":0.1898,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.4301892,"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":3,"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":"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/G1381463123","display_name":"All in one cancer imaging optimisation using an integrated mathematical and deep learning approach","funder_award_id":"215733/Z/19/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"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/G1600773818","display_name":null,"funder_award_id":"EXC 2047/1","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/G2608686596","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/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/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"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/G8334005674","display_name":"Predicting Dementia: Optimising and translating AI to improve prognosis and clinical pathways","funder_award_id":"221633/Z/20/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","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":{"Abstract.":[0],"Practical":[1],"image":[2],"segmentation":[3,48,67,121,169],"tasks":[4,23],"concern":[5],"images":[6,116],"which":[7,69],"must":[8],"be":[9,94],"reconstructed":[10],"from":[11,118],"noisy,":[12],"distorted,":[13],"and/or":[14],"incomplete":[15],"observations.":[16],"A":[17],"recent":[18,74],"approach":[19],"for":[20,62],"solving":[21],"such":[22,50],"is":[24],"to":[25,35,79,110,124,131,146],"perform":[26],"this":[27,40,56,108],"reconstruction":[28,167],"jointly":[29],"with":[30],"the":[31,37,52,80,84,99],"segmentation,":[32],"using":[33,65],"each":[34],"guide":[36],"other.":[38],"However,":[39],"work":[41],"has":[42],"so":[43],"far":[44],"employed":[45],"relatively":[46],"simple":[47],"methods,":[49,68],"as":[51],"Chan\u2013Vese":[53],"algorithm.":[54],"In":[55],"paper,":[57],"we":[58,88,106],"present":[59],"a":[60,125,132],"method":[61,156],"joint":[63],"reconstruction-segmentation":[64,151],"graph-based":[66,120],"have":[70],"been":[71],"seeing":[72],"increasing":[73],"interest.":[75],"Complications":[76],"arise":[77],"due":[78],"large":[81],"size":[82],"of":[83,102,113,166],"matrices":[85],"involved,":[86],"and":[87,129,168],"show":[89],"how":[90],"these":[91,144],"complications":[92],"can":[93],"managed.":[95],"We":[96,142],"then":[97],"analyze":[98],"convergence":[100],"properties":[101],"our":[103,155],"scheme.":[104],"Finally,":[105],"apply":[107],"scheme":[109],"distorted":[111],"versions":[112],"\u201ctwo":[114],"cows\u201d":[115],"familiar":[117],"previous":[119],"literature,":[122],"first":[123],"highly":[126,136],"noised":[127],"version":[128],"second":[130],"blurred":[133],"version,":[134],"achieving":[135],"accurate":[137],"segmentations":[138],"in":[139,164],"both":[140],"cases.":[141],"compare":[143],"results":[145],"those":[147,162],"obtained":[148],"by":[149],"sequential":[150],"approaches,":[152],"finding":[153],"that":[154],"competes":[157],"with,":[158],"or":[159],"even":[160],"outperforms,":[161],"approaches":[163],"terms":[165],"accuracy.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-22T07:34:49.880490","created_date":"2025-10-10T00:00:00"}