{"id":"https://openalex.org/W7124743746","doi":"https://doi.org/10.1007/978-3-032-14492-8_22","title":"The Hidden Cost of\u00a0Poor Annotations: How Label Quality Affects Camouflaged Object Detection Performance","display_name":"The Hidden Cost of\u00a0Poor Annotations: How Label Quality Affects Camouflaged Object Detection Performance","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7124743746","doi":"https://doi.org/10.1007/978-3-032-14492-8_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-14492-8_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14492-8_22","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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5123300428","display_name":"Heny O. Velesaca","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC","ES"],"is_corresponding":true,"raw_author_name":"Heny O. Velesaca","raw_affiliation_strings":["ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5 V\u00eda Perimetral, 090902, Guayaquil, Ecuador","ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5\u00a0V\u00eda Perimetral, 090902, Guayaquil, Ecuador","Software Engineering Department, Research Center for Information and Communication Technologies (CITIC), University of Granada, 18071, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5 V\u00eda Perimetral, 090902, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]},{"raw_affiliation_string":"ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5\u00a0V\u00eda Perimetral, 090902, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]},{"raw_affiliation_string":"Software Engineering Department, Research Center for Information and Communication Technologies (CITIC), University of Granada, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123329784","display_name":"Andrea Mero","orcid":null},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]},{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]}],"countries":["CH","EC"],"is_corresponding":false,"raw_author_name":"Andrea Mero","raw_affiliation_strings":["ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5 V\u00eda Perimetral, 090902, Guayaquil, Ecuador","ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5\u00a0V\u00eda Perimetral, 090902, Guayaquil, Ecuador","Universit\u00e0 della Svizzera italiana (USI), Via Giuseppe Buffi 13, Lugano, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5 V\u00eda Perimetral, 090902, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]},{"raw_affiliation_string":"ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5\u00a0V\u00eda Perimetral, 090902, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]},{"raw_affiliation_string":"Universit\u00e0 della Svizzera italiana (USI), Via Giuseppe Buffi 13, Lugano, Switzerland","institution_ids":["https://openalex.org/I57201433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101423483","display_name":"Anjali Singh","orcid":"https://orcid.org/0000-0002-5510-104X"},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]},{"id":"https://openalex.org/I205478545","display_name":"Birsa Agricultural University","ror":"https://ror.org/03a7ksb41","country_code":"IN","type":"education","lineage":["https://openalex.org/I205478545"]},{"id":"https://openalex.org/I3133455736","display_name":"Jharkhand Rai University","ror":"https://ror.org/04qdhg582","country_code":"IN","type":"education","lineage":["https://openalex.org/I3133455736"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anjali Singh","raw_affiliation_strings":["Birsa Institute of Technology, Sindri, Jharkhand University of Technology, JUT, Ranchi, 834010, Jharkhand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birsa Institute of Technology, Sindri, Jharkhand University of Technology, JUT, Ranchi, 834010, Jharkhand, India","institution_ids":["https://openalex.org/I115715567","https://openalex.org/I205478545","https://openalex.org/I3133455736"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002373986","display_name":"\u00c1ngel D. Sappa","orcid":"https://orcid.org/0000-0003-2468-0031"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]},{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC","ES"],"is_corresponding":false,"raw_author_name":"Angel Sappa","raw_affiliation_strings":["Computer Vision Center, Universitat Aut\u00f3noma de Barcelona, 08193, Bellaterra, Barcelona, Spain","ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5 V\u00eda Perimetral, 090902, Guayaquil, Ecuador","ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5\u00a0V\u00eda Perimetral, 090902, Guayaquil, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Vision Center, Universitat Aut\u00f3noma de Barcelona, 08193, Bellaterra, Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]},{"raw_affiliation_string":"ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5 V\u00eda Perimetral, 090902, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]},{"raw_affiliation_string":"ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5\u00a0V\u00eda Perimetral, 090902, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5123300428"],"corresponding_institution_ids":["https://openalex.org/I173304897","https://openalex.org/I2135383"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"285","last_page":"296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.6559000015258789,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.6559000015258789,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.04390000179409981,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10997","display_name":"Ocular Surface and Contact Lens","score":0.028200000524520874,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.7533000111579895},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6741999983787537},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6492000222206116},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5710999965667725},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5460000038146973},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4896000027656555},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3425000011920929}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8877000212669373},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.7533000111579895},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6741999983787537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.649399995803833},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6492000222206116},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5710999965667725},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5460000038146973},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4896000027656555},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4404999911785126},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39329999685287476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3684999942779541},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3425000011920929},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.33869999647140503},{"id":"https://openalex.org/C168820333","wikidata":"https://www.wikidata.org/wiki/Q448889","display_name":"Visual inspection","level":2,"score":0.31709998846054077},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.30979999899864197},{"id":"https://openalex.org/C2779679900","wikidata":"https://www.wikidata.org/wiki/Q25304431","display_name":"Saliency map","level":3,"score":0.3086000084877014},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-14492-8_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14492-8_22","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":[{"score":0.7453739643096924,"display_name":"No poverty","id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1982075130","https://openalex.org/W1994922096","https://openalex.org/W2100470808","https://openalex.org/W2194775991","https://openalex.org/W2928165649","https://openalex.org/W2961348656","https://openalex.org/W2963529609","https://openalex.org/W2963868681","https://openalex.org/W3034684132","https://openalex.org/W3164098653","https://openalex.org/W3175515048","https://openalex.org/W4213181610","https://openalex.org/W4225257078","https://openalex.org/W4285310685","https://openalex.org/W4292793990","https://openalex.org/W4311702720","https://openalex.org/W4313535374","https://openalex.org/W4315490105","https://openalex.org/W4382450131","https://openalex.org/W4386172459","https://openalex.org/W4390872693","https://openalex.org/W4392114304","https://openalex.org/W4402583910","https://openalex.org/W4402919928","https://openalex.org/W4402951577","https://openalex.org/W4405963173","https://openalex.org/W4406085118","https://openalex.org/W4408949653","https://openalex.org/W4411515449","https://openalex.org/W4411635656","https://openalex.org/W4411635688"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-01-20T00:00:00"}