{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T19:23:27Z","timestamp":1743017007067,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":16,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811381379"},{"type":"electronic","value":"9789811381386"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-981-13-8138-6_15","type":"book-chapter","created":{"date-parts":[[2019,5,10]],"date-time":"2019-05-10T08:47:49Z","timestamp":1557478069000},"page":"184-193","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Multi-CNNs Bootstrap Against Label Noise with Applications in Age Estimation"],"prefix":"10.1007","author":[{"given":"Yuying","family":"Su","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guangling","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weiqi","family":"Fan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,5,11]]},"reference":[{"issue":"2","key":"15_CR1","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1016\/j.patrec.2015.06.006","volume":"68","author":"I Huerta","year":"2015","unstructured":"Huerta, I., Fern\u00e1ndez, C., et al.: A deep analysis on age estimation. Pattern Recogn. Lett. 68(2), 239\u2013249 (2015)","journal-title":"Pattern Recogn. Lett."},{"issue":"4","key":"15_CR2","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1162\/neco.1989.1.4.541","volume":"1","author":"Y LeCun","year":"1989","unstructured":"LeCun, Y., Boser, B., et al.: Backpropagation applied to handwritten zip code recognition. Neural Comput. 1(4), 541\u2013551 (1989)","journal-title":"Neural Comput."},{"key":"15_CR3","unstructured":"Rajmadhan, E., Goldgof, D., Hall, L.: Finding label noise examples in large scale datasets. In: Proceedings of the IEEE International Conference on Systems Man and Cybernetics (SMC), Banff, AB, Canada, pp. 2420\u20132424 (2017)"},{"key":"15_CR4","first-page":"1","volume":"99","author":"P Yang","year":"2018","unstructured":"Yang, P., Ormerod, J., et al.: AdaSampling for positive-unlabeled and label noise learning with bioinformatics applications. IEEE Trans. Cybern. 99, 1\u201312 (2018)","journal-title":"IEEE Trans. Cybern."},{"key":"15_CR5","doi-asserted-by":"crossref","unstructured":"Wei, H., Zhu, Q., et al.: Improved label noise identification by exploiting unlabeled data. In: Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), Shenzhen, pp. 284\u2013289 (2017)","DOI":"10.1109\/SPAC.2017.8304291"},{"key":"15_CR6","doi-asserted-by":"crossref","unstructured":"Krawczyk, B., S\u00e1ez, J., Wo\u017aniak, M.: Tackling label noise with multi-class decomposition using fuzzy one-class support vector machines. In: IEEE International Conference on Fuzzy Systems, pp. 915\u2013922 (2016)","DOI":"10.1109\/FUZZ-IEEE.2016.7737786"},{"key":"15_CR7","unstructured":"Sukhbaatar, S., Bruna, J., et al.: Training convolutional networks with noisy labels. In: ICLR, pp. 1\u201311 (2015)"},{"key":"15_CR8","unstructured":"Xiao, T., Xia, T., et al.: Learning from massive noisy labeled data for image classification. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 2691\u20132699 (2015)"},{"key":"15_CR9","unstructured":"Feng, J., Xu, H., et al.: Robust logistic regression and classification. In: Advances in Neural Information Processing Systems, pp. 253\u2013261 (2014)"},{"key":"15_CR10","unstructured":"Hamid, I., Ali, F., et al.: Image classification and retrieval from user-supplied tags. Comput. Res. Repository (2014)"},{"key":"15_CR11","unstructured":"Azadi, S., Feng, J., et al.: Auxiliary image regularization for deep CNNs with noisy labels. In: ICLR, pp. 1\u201312 (2016)"},{"key":"15_CR12","unstructured":"Gamberger, D., Lavrac, N., Groselj, C.: Experiments with noise filtering in a medical domain. In: Proceedings of the 16th International Conference on Machine Learning (ICML), Bled, Slovenia, pp. 143\u2013151 (1999)"},{"key":"15_CR13","doi-asserted-by":"crossref","unstructured":"Parkhi, O.M., Vedaldi, A., Zisserman, A.: Deep face recognition. In: BMVC, vol. 1, no. 3, p. 6 (2015)","DOI":"10.5244\/C.29.41"},{"key":"15_CR14","doi-asserted-by":"crossref","unstructured":"Jia, Y., Shelhamer, E., Donahue, J., et al.: Caffe: convolutional architecture for fast feature embedding. In: Proceedings of the 22nd ACM international conference on Multimedia, pp. 675\u2013678. ACM, Orlando (2014)","DOI":"10.1145\/2647868.2654889"},{"issue":"2\u20134","key":"15_CR15","doi-asserted-by":"publisher","first-page":"144","DOI":"10.1007\/s11263-016-0940-3","volume":"126","author":"R Rothe","year":"2018","unstructured":"Rothe, R., Timofte, R., et al.: Deep expectation of real and apparent age from a single image without facial landmarks. Int. J. Comput. Vis. 126(2\u20134), 144\u2013157 (2018)","journal-title":"Int. J. Comput. Vis."},{"key":"15_CR16","doi-asserted-by":"crossref","unstructured":"Schroff, F., Kalenichenko, D., Philbin, J.: FaceNet: a unified embedding for face recognition and clustering. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 815\u2013823 (2015)","DOI":"10.1109\/CVPR.2015.7298682"}],"container-title":["Communications in Computer and Information Science","Digital TV and Multimedia Communication"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-13-8138-6_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,21]],"date-time":"2019-05-21T00:44:38Z","timestamp":1558399478000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-13-8138-6_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9789811381379","9789811381386"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-981-13-8138-6_15","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"11 May 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IFTC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Forum on Digital TV and Wireless Multimedia Communications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Shanghai","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iftc2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.siga.com.cn\/iftc2018.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}