{"id":"https://openalex.org/W4399268066","doi":"https://doi.org/10.1007/978-3-031-60606-9_26","title":"Reducing Human Annotation Effort Using Self-supervised Learning for\u00a0Image Segmentation","display_name":"Reducing Human Annotation Effort Using Self-supervised Learning for\u00a0Image Segmentation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399268066","doi":"https://doi.org/10.1007/978-3-031-60606-9_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-60606-9_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-60606-9_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5014498955","display_name":"Thitirat Siriborvornratanakul","orcid":"https://orcid.org/0000-0002-6530-5302"},"institutions":[{"id":"https://openalex.org/I159665162","display_name":"National Institute of Development Administration","ror":"https://ror.org/010g30191","country_code":"TH","type":"education","lineage":["https://openalex.org/I159665162"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Thitirat Siriborvornratanakul","raw_affiliation_strings":["Graduate School of Applied Statistics, National Institute of Development Administration (NIDA), 148 SeriThai Road, Bangkapi, Bangkok, 10240, Thailand"],"affiliations":[{"raw_affiliation_string":"Graduate School of Applied Statistics, National Institute of Development Administration (NIDA), 148 SeriThai Road, Bangkapi, Bangkok, 10240, Thailand","institution_ids":["https://openalex.org/I159665162"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5014498955"],"corresponding_institution_ids":["https://openalex.org/I159665162"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.089,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95471646,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"436","last_page":"445"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9990000128746033,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8733804225921631},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.7328770160675049},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6567739248275757},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5875453948974609},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5759686231613159},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.5182928442955017},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4568226933479309},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3726523518562317},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3533240556716919},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3458102345466614},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.31822502613067627}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8733804225921631},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7328770160675049},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6567739248275757},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5875453948974609},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5759686231613159},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.5182928442955017},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4568226933479309},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3726523518562317},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3533240556716919},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3458102345466614},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.31822502613067627}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-60606-9_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-60606-9_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W2340897893","https://openalex.org/W2737258237","https://openalex.org/W2892964097","https://openalex.org/W2999219213","https://openalex.org/W3023742835","https://openalex.org/W3041430429","https://openalex.org/W4211031152","https://openalex.org/W4211186538","https://openalex.org/W4220708534","https://openalex.org/W4220765108","https://openalex.org/W4292794000","https://openalex.org/W4307844773","https://openalex.org/W4312439332","https://openalex.org/W4312868348","https://openalex.org/W4312909264","https://openalex.org/W4320729225","https://openalex.org/W4323364877","https://openalex.org/W4365455888","https://openalex.org/W4375928280","https://openalex.org/W4383755773","https://openalex.org/W4385626820","https://openalex.org/W4388039273","https://openalex.org/W4389792188","https://openalex.org/W4390190100","https://openalex.org/W4390874575","https://openalex.org/W6639102338"],"related_works":["https://openalex.org/W2376984068","https://openalex.org/W2119028572","https://openalex.org/W2152482390","https://openalex.org/W2365617273","https://openalex.org/W2061851981","https://openalex.org/W2111235226","https://openalex.org/W2506386910","https://openalex.org/W2804095050","https://openalex.org/W2117928543","https://openalex.org/W2945658044"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-26T23:06:41.788003","created_date":"2025-10-10T00:00:00"}
