{"id":"https://openalex.org/W2941687618","doi":"https://doi.org/10.1007/978-1-4842-4261-2_3","title":"Deep Learning for Computer Vision","display_name":"Deep Learning for Computer Vision","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2941687618","doi":"https://doi.org/10.1007/978-1-4842-4261-2_3","mag":"2941687618"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4842-4261-2_3","doi":"https://doi.org/10.1007/978-1-4842-4261-2_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4842-4261-2_3","pdf_url":null,"source":{"id":"https://openalex.org/S4306462844","display_name":"Apress eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learn Computer Vision Using OpenCV","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4247755631","display_name":"Learn Computer Vision Using OpenCV"},"type":"book-chapter","is_traditional":true,"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/A5011106475","display_name":"Sunila Gollapudi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sunila Gollapudi","raw_affiliation_strings":["Hyderabad, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hyderabad, Telangana, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5011106475"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.6271,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.96843292,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"51","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13674","display_name":"Computer Science and Engineering","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/deep-learning","display_name":"deep learning","score":0.9269999861717224},{"id":"https://openalex.org/keywords/computer-vision","display_name":"computer vision","score":0.984000027179718},{"id":"https://openalex.org/keywords/image-classification","display_name":"image classification","score":0.9639999866485596},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.9929999709129333},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"image segmentation","score":0.9549999833106995},{"id":"https://openalex.org/keywords/deep-learning-training","display_name":"deep learning training","score":0.8389999866485596},{"id":"https://openalex.org/keywords/deep-learning-deployment","display_name":"deep learning deployment","score":0.6899999976158142}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8687515258789062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7370949387550354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7166175842285156},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5741152167320251},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38415515422821045},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3760796785354614}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4842-4261-2_3","doi":"https://doi.org/10.1007/978-1-4842-4261-2_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4842-4261-2_3","pdf_url":null,"source":{"id":"https://openalex.org/S4306462844","display_name":"Apress eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learn Computer Vision Using OpenCV","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7153830320","https://openalex.org/W4220881442","https://openalex.org/W2798032376","https://openalex.org/W4299646958","https://openalex.org/W6949162855","https://openalex.org/W3113006717","https://openalex.org/W4309269327","https://openalex.org/W4213383036","https://openalex.org/W4322501648","https://openalex.org/W2889404246"],"abstract_inverted_index":{"The":[0,56],"goal":[1],"of":[2,31],"this":[3,63],"chapter":[4,40],"is":[5,22],"to":[6,9,45],"introduce":[7],"you":[8],"the":[10,25,43,59],"underlying":[11],"deep":[12,47],"learning":[13,21,48],"algorithms":[14],"that":[15],"power":[16],"computer":[17,36],"vision":[18,37],"applications.":[19,38],"Deep":[20],"applied":[23],"in":[24,35,62],"classification,":[26],"detection,":[27],"segmentation,":[28],"and":[29,33,50],"generation":[30],"images":[32],"videos":[34],"This":[39],"will":[41],"cover":[42],"methods":[44],"train":[46],"models":[49],"deploy":[51],"them":[52],"on":[53],"various":[54],"platforms.":[55],"following":[57],"are":[58],"topics":[60],"covered":[61],"chapter:":[64]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2019-05-03T00:00:00"}