{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T16:58:19Z","timestamp":1781283499729,"version":"3.54.1"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2007]]},"DOI":"10.1109\/iccv.2007.4408845","type":"proceedings-article","created":{"date-parts":[[2008,1,4]],"date-time":"2008-01-04T15:34:53Z","timestamp":1199460893000},"page":"1-8","source":"Crossref","is-referenced-by-count":13,"title":["Spectral Latent Variable Models for Perceptual Inference"],"prefix":"10.1109","author":[{"given":"Atul","family":"Kanaujia","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cristian","family":"Sminchisescu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dimitris","family":"Metaxas","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Sparse Spectral Latent Variable Models for Perceptual Inference","author":"kanaujia","year":"2007","journal-title":"Technical Report DCS-TR-610"},{"key":"ref11","first-page":"1783","article-title":"Probabilistic non-linear component analysis with gaussian process latent variable models","author":"lawrence","year":"2005","journal-title":"JMLR"},{"key":"ref12","article-title":"Monocular Tracking of 3D Human Motion with a Coordianted Mixture of Factor Analyzers","author":"li","year":"2006","journal-title":"In ECCV"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"ref14","article-title":"Comparison of Approximate Methods for Handling Hyperparameters","volume":"11","author":"mackay","year":"1998","journal-title":"Neural Computation"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143924"},{"key":"ref16","doi-asserted-by":"crossref","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear Dimensionality Reduction by Locally Linear Embedding","author":"roweis","year":"2000","journal-title":"Science"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015371"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.132"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.1126\/science.290.5500.2319","article-title":"A Global Geometric Framewok for Nonlinear Dimensionality Reduction","author":"tenenbaum","year":"2000","journal-title":"Science"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(98)00043-5"},{"key":"ref3","article-title":"Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps and Spectral Clustering","author":"bengio","year":"2003","journal-title":"In NIPS"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017953"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2004.1315230"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1031596100"},{"key":"ref2","article-title":"Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering","author":"belkin","year":"2002","journal-title":"In NIPS"},{"key":"ref1","year":"2003","journal-title":"CMU Human Motion Capture Database"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1994.6.2.181"},{"key":"ref20","article-title":"Mixtures of probabilistic principal component analysers","author":"tipping","year":"1998","journal-title":"Neural Computation"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2005.193"},{"key":"ref21","article-title":"Sparse Bayesian learning and the Relevance Vector Machine","author":"tipping","year":"2001","journal-title":"JMLR"},{"key":"ref23","article-title":"Unsupervised Learning of Image Manifolds by Semidefinite Programming","author":"weinberger","year":"2004","journal-title":"In CVPR"}],"event":{"name":"2007 IEEE 11th International Conference on Computer Vision","location":"Rio de Janeiro, Brazil","start":{"date-parts":[[2007,10,14]]},"end":{"date-parts":[[2007,10,21]]}},"container-title":["2007 IEEE 11th International Conference on Computer Vision"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/4408818\/4408819\/04408845.pdf?arnumber=4408845","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T16:14:03Z","timestamp":1781280843000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/4408845\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/iccv.2007.4408845","relation":{},"subject":[],"published":{"date-parts":[[2007]]}}}