{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T06:41:36Z","timestamp":1768459296494,"version":"3.49.0"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319716060","type":"print"},{"value":"9783319716077","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-71607-7_48","type":"book-chapter","created":{"date-parts":[[2017,12,29]],"date-time":"2017-12-29T01:30:23Z","timestamp":1514511023000},"page":"545-554","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Crop Disease Image Recognition Based on Transfer Learning"],"prefix":"10.1007","author":[{"given":"Sisi","family":"Fang","sequence":"first","affiliation":[]},{"given":"Yuan","family":"Yuan","sequence":"additional","affiliation":[]},{"given":"Lei","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Jian","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Miao","family":"Li","sequence":"additional","affiliation":[]},{"given":"Shide","family":"Song","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,12,30]]},"reference":[{"issue":"2","key":"48_CR1","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/j.compag.2009.01.003","volume":"66","author":"A Camargo","year":"2009","unstructured":"Camargo, A., Smith, J.S.: Image pattern classification for the identification of disease causing agents in plants. Comput. Electron. Agric. 66(2), 121\u2013125 (2009)","journal-title":"Comput. Electron. Agric."},{"issue":"2","key":"48_CR2","first-page":"72","volume":"17","author":"GL Li","year":"2012","unstructured":"Li, G.L., Ma, Z.H., Wang, H.G.: Image recognition of wheat stripe rust and wheat leaf rust based on support vector machine. J. China Agric. Univ. 17(2), 72\u201379 (2012)","journal-title":"J. China Agric. Univ."},{"issue":"1","key":"48_CR3","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.compag.2007.01.015","volume":"57","author":"KY Huang","year":"2007","unstructured":"Huang, K.Y.: Application of artificial neural network for detecting phalaenopsis seedling diseases using color and texture features. Comput. Electron. Agric. 57(1), 3\u201311 (2007)","journal-title":"Comput. Electron. Agric."},{"issue":"7","key":"48_CR4","first-page":"161","volume":"28","author":"JH Zhang","year":"2012","unstructured":"Zhang, J.H., Qi, L.J., Ji, R.H.: Cotton diseases identification based on rough sets and BP neural network. Trans. Chin. Soc. Agric. Eng. 28(7), 161\u2013167 (2012)","journal-title":"Trans. Chin. Soc. Agric. Eng."},{"issue":"1","key":"48_CR5","first-page":"26","volume":"26","author":"FZ Zhuang","year":"2015","unstructured":"Zhuang, F.Z., Luo, P., He, Q.: Survey on transfer learning research. J. Softw. 26(1), 26\u201339 (2015)","journal-title":"J. Softw."},{"key":"48_CR6","doi-asserted-by":"crossref","unstructured":"Xie, S., Fan, W., Peng, J., Verscheure, O., Ren, J.: Latent space domain transfer between high dimensional overlapping distributions. In: Proceedings of the 18th International Conference on World Wide Web, WWW 2009, pp. 91\u2013100. ACM, New York (2009)","DOI":"10.1145\/1526709.1526723"},{"key":"48_CR7","unstructured":"Li, B., Yang, Q., Xue, Y.: Can movies and books collaborate? Cross-domain collaborative filtering for sparsity reduction. In: 21st International Joint Conference on Artificial Intelligence, pp. 2052\u20132057 (2009)"},{"key":"48_CR8","unstructured":"Jiang, J., Zhai, C.: Instance weighting for domain adaptation in NLP. In: ACL (2007)"},{"key":"48_CR9","doi-asserted-by":"crossref","unstructured":"Zhu, Y., Chen, Y., Lu, Z., Pan, S.J., Xue, G.R., Yu, Y., Yang, Q.: Heterogeneous transfer learning for image classification. In: Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2011, pp. 1304\u20131309. AAAI Press (2011)","DOI":"10.1609\/aaai.v25i1.8090"},{"key":"48_CR10","unstructured":"Dai, W., Chen, Y., Xue, G., Yang, Q., Yu, Y.: Translated learning: transfer learning across different feature spaces. In: Koller, D., Schuurmans, D., Bengio, Y., Bottou, L. (eds.) Advances in Neural Information Processing Systems, vol. 21, pp. 353\u2013360 (2008)"},{"key":"48_CR11","unstructured":"Lin, Y.: Lung nodule computer-aided detection based on transfer learning (2013)"},{"issue":"1","key":"48_CR12","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/j.jplph.2010.08.004","volume":"168","author":"B Tobias","year":"2011","unstructured":"Tobias, B., Aura, N.Q., Wolfgang, K., Dimitar, D., Patrick, S.: Hypharea-automated analysis of spatiotemporal fungal patterns. J. Plant Physiol. 168(1), 72\u201378 (2011)","journal-title":"J. Plant Physiol."},{"issue":"9","key":"48_CR13","first-page":"1","volume":"31","author":"M Wang","year":"2014","unstructured":"Wang, M., Li, Y.J., Quan, X.M.: A survey on graph theory approaches of image segmentation. Comput. Appl. Soft. 31(9), 1\u201312 (2014)","journal-title":"Comput. Appl. Soft."},{"key":"48_CR14","unstructured":"Wu, N., Li, M., Yuan, Y.: Image segmentation of cucumber target spot disease based on hybrid color space and double Otsu algorithm. J. China Agric. Univ. 21(3), 125\u2013130 (2016)"},{"key":"48_CR15","unstructured":"Yuan, Y., Chen, L., Wu, N.: Recognition of rice sheath blight based on image procession. J. Agric. Mech. Res. 38(6), 84\u201387+92 (2016)"},{"key":"48_CR16","unstructured":"Peng, Z.: Research on cucumber disease identification based on image processing and pattern recognition technology (2007)"},{"key":"48_CR17","first-page":"172","volume":"3","author":"JZ Deng","year":"2012","unstructured":"Deng, J.Z., Li, M., Yuan, Z.B.: Feature extraction and classification of tilletia diseases based on image recognition. Trans. Chin. Soc. Agric. Eng. 3, 172\u2013176 (2012)","journal-title":"Trans. Chin. Soc. Agric. Eng."},{"key":"48_CR18","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1186\/s40537-016-0043-6","volume":"3","author":"K Weiss","year":"2016","unstructured":"Weiss, K., Khoshgoftaar, T.M., Wang, D.: A survey of transfer learning. J. Big Data 3, 9 (2016)","journal-title":"J. Big Data"},{"key":"48_CR19","doi-asserted-by":"crossref","unstructured":"Dai, W., Yang, Q., Xue, G.R., Yu, Y.: Boosting for transfer learning. In: Proceedings of the 24th International Conference on Machine Learning, ICML 2007, pp. 193\u2013200. ACM, New York (2007)","DOI":"10.1145\/1273496.1273521"}],"container-title":["Lecture Notes in Computer Science","Image and Graphics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-71607-7_48","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,11]],"date-time":"2022-08-11T13:31:02Z","timestamp":1660224662000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-71607-7_48"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319716060","9783319716077"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-71607-7_48","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"30 December 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIG","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Image and Graphics","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":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 September 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 September 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icig2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/10times.com\/icig-sa","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}