{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T01:21:57Z","timestamp":1743038517767,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319466033"},{"type":"electronic","value":"9783319466040"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"vor","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":[[2016]]},"DOI":"10.1007\/978-3-319-46604-0_22","type":"book-chapter","created":{"date-parts":[[2016,9,17]],"date-time":"2016-09-17T03:31:55Z","timestamp":1474083115000},"page":"306-317","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors"],"prefix":"10.1007","author":[{"given":"Yang","family":"Song","sequence":"first","affiliation":[]},{"given":"Qing","family":"Li","sequence":"additional","affiliation":[]},{"given":"Heng","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Dagan","family":"Feng","sequence":"additional","affiliation":[]},{"given":"Mei","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Weidong","family":"Cai","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,9,18]]},"reference":[{"issue":"10","key":"22_CR1","doi-asserted-by":"publisher","first-page":"2385","DOI":"10.1162\/089976600300014980","volume":"12","author":"G Baudat","year":"2000","unstructured":"Baudat, G., Anouar, F.: Generalized discriminant analysis using a kernel approach. Neural Comput. 12(10), 2385\u20132404 (2000)","journal-title":"Neural Comput."},{"key":"22_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"629","DOI":"10.1007\/978-3-319-24553-9_77","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2015","author":"A BenTaieb","year":"2015","unstructured":"BenTaieb, A., Li-Chang, H., Huntsman, D., Hamarneh, G.: Automatic diagnosis of ovarian carcinomas via sparse multiresolution tissue representation. In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F. (eds.) MICCAI 2015. LNCS, vol. 9349, pp. 629\u2013636. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-24553-9_77"},{"key":"22_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"228","DOI":"10.1007\/978-3-319-10470-6_29","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2014","author":"M Kandemir","year":"2014","unstructured":"Kandemir, M., Zhang, C., Hamprecht, F.A.: Empowering multiple instance histopathology cancer diagnosis by cell graphs. In: Golland, P., Hata, N., Barillot, C., Hornegger, J., Howe, R. (eds.) MICCAI 2014, Part II. LNCS, vol. 8674, pp. 228\u2013235. Springer, Heidelberg (2014). doi: 10.1007\/978-3-319-10470-6_29"},{"key":"22_CR4","doi-asserted-by":"crossref","unstructured":"Keyvanrad, M.A., Homayounpour, M.M.: A brief survey on deep belief networks and introducing a new object oriented toolbox (DeeBNet) arXiv:1408.3264 (2014)","DOI":"10.1109\/IJCNN.2015.7280688"},{"key":"22_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1007\/978-3-319-24553-9_79","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2015","author":"W Li","year":"2015","unstructured":"Li, W., Zhang, J., McKenna, S.J.: Multiple instance cancer detection by boosting regularised trees. In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F. (eds.) MICCAI 2015. LNCS, vol. 9349, pp. 645\u2013652. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-24553-9_79"},{"key":"22_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1007\/978-3-319-24553-9_71","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2015","author":"S Ot\u00e1lora","year":"2015","unstructured":"Ot\u00e1lora, S., et al.: Combining unsupervised feature learning and riesz wavelets for histopathology image representation: application to identifying anaplastic medulloblastoma. In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F. (eds.) MICCAI 2015. LNCS, vol. 9349, pp. 581\u2013588. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-24553-9_71"},{"key":"22_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1007\/978-3-642-15561-1_11","volume-title":"Computer Vision \u2013 ECCV 2010","author":"F Perronnin","year":"2010","unstructured":"Perronnin, F., S\u00e1nchez, J., Mensink, T.: Improving the Fisher kernel for large-scale image classification. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part IV. LNCS, vol. 6314, pp. 143\u2013156. Springer, Heidelberg (2010). doi: 10.1007\/978-3-642-15561-1_11"},{"issue":"1","key":"22_CR8","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1186\/1751-0473-3-13","volume":"3","author":"L Shamir","year":"2008","unstructured":"Shamir, L., Orlov, N., Eckley, D.M., Macura, T.J., Johnston, J., Goldberg, I.G.: Wndchrm - an open source utility for biological image analysis. Source Code Biol. Med. 3(1), 13 (2008)","journal-title":"Source Code Biol. Med."},{"key":"22_CR9","doi-asserted-by":"crossref","unstructured":"Sikka, K., Giri, R., Bartlett, M.: Joint clustering and classification for multiple instance learning. In: BMVC, pp. 1\u201312 (2015)","DOI":"10.5244\/C.29.71"},{"key":"22_CR10","doi-asserted-by":"crossref","unstructured":"Simonyan, K., Parkhi, O.M., Vedaldi, A., Zisserman, A.: Fisher vector faces in the wild. In: BMVC, pp. 1\u201312 (2013)","DOI":"10.5244\/C.27.8"},{"issue":"1","key":"22_CR11","doi-asserted-by":"publisher","first-page":"997","DOI":"10.1016\/j.media.2013.06.002","volume":"17","author":"R Sparks","year":"2013","unstructured":"Sparks, R., Madabhushi, A.: Explicit shape descriptors: novel morphologic features for histopathology classification. Med. Image Anal. 17(1), 997\u20131009 (2013)","journal-title":"Med. Image Anal."},{"issue":"3","key":"22_CR12","doi-asserted-by":"publisher","first-page":"738","DOI":"10.1109\/TMI.2015.2493530","volume":"35","author":"TH Vu","year":"2016","unstructured":"Vu, T.H., Mousavi, H.S., Monga, V., Rao, G., Rao, A.: Histopathological image classification using discriminative feature-oriented dictionary learning. IEEE Trans. Med. Imag. 35(3), 738\u2013751 (2016)","journal-title":"IEEE Trans. Med. Imag."},{"key":"22_CR13","doi-asserted-by":"crossref","unstructured":"Wang, J., Yang, J., Yu, K., Lv, F., Huang, T., Gong, Y.: Locality-constrained linear coding for image classification. In: CVPR, pp. 3360\u20133367 (2010)","DOI":"10.1109\/CVPR.2010.5540018"},{"key":"22_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1007\/978-3-319-24574-4_31","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2015","author":"X Xu","year":"2015","unstructured":"Xu, X., Lin, F., Ng, C., Leong, K.P.: Adaptive co-occurrence differential texton space for HEp-2 cells classification. In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F. (eds.) MICCAI 2015. LNCS, vol. 9351, pp. 260\u2013267. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-24574-4_31"},{"key":"22_CR15","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1186\/1471-2105-14-291","volume":"14","author":"J Zhou","year":"2013","unstructured":"Zhou, J., Lamichhane, S., Sterne, G., Ye, B., Peng, H.: BIOCAT: a pattern recognition platform for customizable biological image classification and annotation. BMC Bioinformatics 14, 291 (2013)","journal-title":"BMC Bioinformatics"},{"key":"22_CR16","doi-asserted-by":"crossref","unstructured":"Zhou, Y., Chang, H., Barner, K., Spellman, P., Parvin, B.: Classification of histology sections via multispectral convolutional sparse coding. In: CVPR, pp. 3081\u20133088 (2014)","DOI":"10.1109\/CVPR.2014.394"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2016 Workshops"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-46604-0_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,8]],"date-time":"2022-07-08T17:54:39Z","timestamp":1657302879000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-46604-0_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319466033","9783319466040"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-46604-0_22","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"18 September 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECCV","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Computer Vision","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Amsterdam","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The Netherlands","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 October 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 October 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"eccv2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.eccv2016.org\/","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"}]}}