{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T17:18:33Z","timestamp":1730308713992,"version":"3.28.0"},"reference-count":23,"publisher":"SPIE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,2,24]]},"DOI":"10.1117\/12.2254286","type":"proceedings-article","created":{"date-parts":[[2017,2,27]],"date-time":"2017-02-27T12:34:14Z","timestamp":1488198854000},"page":"101332A","source":"Crossref","is-referenced-by-count":0,"title":["Learning deep similarity in fundus photography"],"prefix":"10.1117","volume":"10133","author":[{"given":"Piotr","family":"Chudzik","sequence":"additional","affiliation":[{"name":"Univ. of Lincoln (United Kingdom)"}]},{"given":"Bashir","family":"Al-Diri","sequence":"additional","affiliation":[{"name":"Univ. of Lincoln (United Kingdom)"}]},{"given":"Francesco","family":"Caliva","sequence":"additional","affiliation":[{"name":"Univ. of Lincoln (United Kingdom)"}]},{"given":"Giovanni","family":"Ometto","sequence":"additional","affiliation":[{"name":"Aarhus Univ. Hospital (Denmark)"}]},{"given":"Andrew","family":"Hunter","sequence":"additional","affiliation":[{"name":"Univ. of Lincoln (United Kingdom)"}]}],"member":"189","reference":[{"key":"c1","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"c2","first-page":"404","article-title":"Surf: Speeded up robust features","author":"Bay","year":"2006"},{"key":"c3","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"Krizhevsky","year":"2012"},{"article-title":"Very deep convolutional networks for large-scale image recognition","year":"2014","author":"Simonyan","key":"c4"},{"key":"c5","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2004.825627"},{"article-title":"Descriptor matching with convolutional neural networks: a comparison to sift","year":"2014","author":"Fischer","key":"c6"},{"key":"c7","first-page":"3279","article-title":"Matchnet: Unifying feature and metric learning for patch-based matching","author":"Han","year":"2015"},{"key":"c8","first-page":"4353","article-title":"Learning to compare image patches via convolutional neural networks","author":"Zagoruyko","year":"2015"},{"key":"c9","first-page":"1592","article-title":"Computing the stereo matching cost with a convolutional neural network","author":"Zbontar","year":"2015"},{"key":"c10","first-page":"536","article-title":"N 4-fields: Neural network nearest neighbor fields for image transforms","author":"Ganin","year":"2014"},{"key":"c11","first-page":"539","article-title":"Learning a similarity metric discriminatively, with application to face verification","volume":"1","author":"Chopra","year":"2005"},{"key":"c12","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2323"},{"key":"c13","first-page":"2579","article-title":"Visualizing data using t-sne","volume":"9","author":"Maaten","year":"2008"},{"article-title":"Keras","year":"2016","author":"Chollet","key":"c14"},{"key":"c15","unstructured":"Theano Development Team, \u201cTheano: A Python framework for fast computation of mathematical expressions,\u201d arXiv e-prints abs\/1605.02688 (May 2016)."},{"key":"c16","unstructured":"Itseez, \u201cOpen source computer vision library.\u201d https:\/\/github.com\/itseez\/opencv (2016)."},{"article-title":"Maxout networks","year":"2013","author":"Goodfellow","key":"c17"},{"key":"c18","first-page":"2121","article-title":"Adaptive subgradient methods for online learning and stochastic optimization","volume":"12","author":"Duchi","year":"2011"},{"key":"c19","first-page":"437","article-title":"Practical recommendations for gradient-based training of deep architectures","author":"Bengio","year":"2012"},{"issue":"1","key":"c20","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014"},{"key":"c21","first-page":"IV","article-title":"Approximating the kullback leibler divergence between gaussian mixture models","volume":"4","author":"Hershey","year":"2007"},{"article-title":"Network in network","year":"2013","author":"Lin","key":"c22"},{"article-title":"Densely connected convolutional networks","year":"2016","author":"Huang","key":"c23"}],"event":{"name":"SPIE Medical Imaging","location":"Orlando, Florida, United States"},"container-title":["SPIE Proceedings","Medical Imaging 2017: Image Processing"],"original-title":[],"deposited":{"date-parts":[[2018,9,27]],"date-time":"2018-09-27T00:21:13Z","timestamp":1538007673000},"score":1,"resource":{"primary":{"URL":"http:\/\/proceedings.spiedigitallibrary.org\/proceeding.aspx?doi=10.1117\/12.2254286"}},"subtitle":[],"editor":[{"given":"Martin A.","family":"Styner","sequence":"first","affiliation":[{"name":"The Univ. of North Carolina at Chapel Hill (United States)"}]},{"given":"Elsa D.","family":"Angelini","sequence":"additional","affiliation":[{"name":"Imperial College London (United Kingdom)"}]}],"short-title":[],"issued":{"date-parts":[[2017,2,24]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1117\/12.2254286","relation":{},"ISSN":["0277-786X"],"issn-type":[{"type":"print","value":"0277-786X"}],"subject":[],"published":{"date-parts":[[2017,2,24]]}}}