Aleix Martinez, Ph.D. - Publications

Affiliations: 
Electrical and Computer Engineering Ohio State University, Columbus, Columbus, OH 
Area:
vision, learning, linguistics, human-computer interaction and computer vision

62 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Benitez-Quiroz CF, Srinivasan R, Martinez AM. Facial color is an efficient mechanism to visually transmit emotion. Proceedings of the National Academy of Sciences of the United States of America. PMID 29555780 DOI: 10.1167/18.10.192  0.76
2017 Zhao R, Wang Y, Martinez AM. A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29990100 DOI: 10.1109/TPAMI.2017.2772922  0.6
2016 Srinivasan R, Golomb JD, Martinez AM. A Neural Basis of Facial Action Recognition in Humans. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 4434-42. PMID 27098688 DOI: 10.1167/16.12.382  1
2016 Benitez-Quiroz CF, Wilbur RB, Martinez AM. The not face: A grammaticalization of facial expressions of emotion. Cognition. 150: 77-84. PMID 26872248 DOI: 10.1016/J.Cognition.2016.02.004  1
2015 Du S, Martinez AM. Compound facial expressions of emotion: from basic research to clinical applications. Dialogues in Clinical Neuroscience. 17: 443-55. PMID 26869845  1
2015 Zhao R, Martinez A. Labeled Graph Kernel for Behavior Analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26415154 DOI: 10.1109/TPAMI.2015.2481404  1
2014 You D, Benitez-Quiroz CF, Martinez AM. Multiobjective optimization for model selection in kernel methods in regression. Ieee Transactions On Neural Networks and Learning Systems. 25: 1879-93. PMID 25291740 DOI: 10.1109/Tnnls.2013.2297686  1
2014 Theofilopoulos S, Griffiths WJ, Crick PJ, Yang S, Meljon A, Ogundare M, Kitambi SS, Lockhart A, Tuschl K, Clayton PT, Morris AA, Martinez A, Reddy MA, Martinuzzi A, Bassi MT, et al. Cholestenoic acids regulate motor neuron survival via liver X receptors. The Journal of Clinical Investigation. 124: 4829-42. PMID 25271621 DOI: 10.1172/Jci68506  0.6
2014 Bian W, Zhou T, Martinez AM, Baciu G, Tao D. Minimizing nearest neighbor classification error for nonparametric dimension reduction. Ieee Transactions On Neural Networks and Learning Systems. 25: 1588-94. PMID 25050954 DOI: 10.1109/Tnnls.2013.2294547  1
2014 Du S, Tao Y, Martinez AM. Compound facial expressions of emotion. Proceedings of the National Academy of Sciences of the United States of America. 111: E1454-62. PMID 24706770 DOI: 10.1073/Pnas.1322355111  1
2014 Benitez-Quiroz CF, Gökgöz K, Wilbur RB, Martinez AM. Discriminant features and temporal structure of nonmanuals in American Sign Language. Plos One. 9: e86268. PMID 24516528 DOI: 10.1371/Journal.Pone.0086268  1
2014 Benitez-Quiroz CF, Rivera S, Gotardo PF, Martinez AM. Salient and Non-Salient Fiducial Detection using a Probabilistic Graphical Model. Pattern Recognition. 47. PMID 24187386 DOI: 10.1016/J.Patcog.2013.06.013  1
2013 Du S, Martinez AM. Wait, are you sad or angry? Large exposure time differences required for the categorization of facial expressions of emotion. Journal of Vision. 13: 13. PMID 23509409 DOI: 10.1167/13.4.13  1
2012 Martinez A, Du S. A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives. Journal of Machine Learning Research : Jmlr. 13: 1589-1608. PMID 23950695 DOI: 10.1007/978-3-319-57021-1_6  1
2012 Hamsici OC, Gotardo PF, Martinez AM. Learning Spatially-Smooth Mappings in Non-Rigid Structure from Motion. Computer Vision - Eccv ... : ... European Conference On Computer Vision : Proceedings. European Conference On Computer Vision. 7575: 260-273. PMID 23946937 DOI: 10.1007/978-3-642-33765-9_19  1
2012 Rivera S, Martinez A. Learning Deformable Shape Manifolds. Pattern Recognition. 45: 1792-1801. PMID 22308002 DOI: 10.1016/J.Patcog.2011.09.023  1
2011 Martinez AM. Deciphering the Face. Proceedings / Cvpr, Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2011: 7-12. PMID 25264420 DOI: 10.1109/CVPRW.2011.5981690  1
2011 Gotardo PF, Martinez AM. Kernel Non-Rigid Structure from Motion. Proceedings / Ieee International Conference On Computer Vision. Ieee International Conference On Computer Vision. 802-809. PMID 24002226 DOI: 10.1109/ICCV.2011.6126319  1
2011 Du S, Martinez AM. The resolution of facial expressions of emotion. Journal of Vision. 11: 24. PMID 22131445 DOI: 10.1167/11.13.24  1
2011 Gotardo PF, Martinez AM. Computing Smooth Time-Trajectories for Camera and Deformable Shape in Structure from Motion with Occlusion. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 21383398 DOI: 10.1109/TPAMI.2011.50  1
2011 You D, Hamsici OC, Martinez AM. Kernel optimization in discriminant analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 631-8. PMID 20820072 DOI: 10.1109/Tpami.2010.173  1
2011 Gotardo PFU, Martinez AM. Non-rigid structure from motion with complementary rank-3 spaces Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3065-3072. DOI: 10.1109/CVPR.2011.5995560  1
2010 Fortuna J, Martinez AM. Rigid Structure from Motion from a Blind Source Separation Perspective. International Journal of Computer Vision. 88: 404-424. PMID 23682206 DOI: 10.1007/s11263-009-0313-2  1
2010 Ding L, Martinez AM. Features versus context: An approach for precise and detailed detection and delineation of faces and facial features. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 2022-38. PMID 20847391 DOI: 10.1109/Tpami.2010.28  1
2010 Neth D, Martinez AM. A computational shape-based model of anger and sadness justifies a configural representation of faces. Vision Research. 50: 1693-711. PMID 20510267 DOI: 10.1016/J.Visres.2010.05.024  1
2010 You D, Martinez AM. Bayes optimal kernel discriminant analysis Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3533-3538. DOI: 10.1109/CVPR.2010.5539952  1
2009 Ding L, Martinez AM. Modelling and Recognition of the Linguistic Components in American Sign Language. Image and Vision Computing. 27: 1826-1844. PMID 20161003 DOI: 10.1016/J.Imavis.2009.02.005  1
2009 Hamsici OC, Martinez AM. Rotation invariant kernels and their application to shape analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 1985-99. PMID 19762926 DOI: 10.1109/TPAMI.2008.234  1
2009 Jia H, Martinez AM. Low-rank matrix fitting based on subspace perturbation analysis with applications to structure from motion. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 841-54. PMID 19299859 DOI: 10.1109/TPAMI.2008.122  1
2009 Neth D, Martinez AM. Emotion perception in emotionless face images suggests a norm-based representation. Journal of Vision. 9: 5.1-11. PMID 19271875 DOI: 10.1167/9.1.5  1
2009 Hamsici OC, Martinez AM. Active appearance models with rotation invariant kernels Proceedings of the Ieee International Conference On Computer Vision. 1003-1009. DOI: 10.1109/ICCV.2009.5459365  1
2009 Jia H, Martinez AM. Support vector machines in face recognition with occlusions 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 136-141. DOI: 10.1109/CVPRW.2009.5206862  1
2009 Neth D, Martinez AM. A Biologically Inspired Model for the Simultaneous Recognition of Identity and Expression Biometrics: Theory, Methods, and Applications. 195-224. DOI: 10.1002/9780470522356.ch8  1
2008 Martinez AM, Hamsici OC. Who Is LB1? Discriminant Analysis for the Classification of Specimens. Pattern Recognition. 41: 3436-3441. PMID 19884951 DOI: 10.1016/j.patcog.2008.04.018  1
2008 Wilbraham DA, Christensen JC, Martinez AM, Todd JT. Can low level image differences account for the ability of human observers to discriminate facial identity? Journal of Vision. 8: 5.1-12. PMID 19146289 DOI: 10.1167/8.15.5  1
2008 Zhu M, Martinez AM. Using the information embedded in the testing sample to break the limits caused by the small sample size in microarray-based classification. Bmc Bioinformatics. 9: 280. PMID 18554411 DOI: 10.1186/1471-2105-9-280  1
2008 Hamsici OC, Martinez AM. Bayes optimality in linear discriminant analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 647-57. PMID 18276970 DOI: 10.1109/TPAMI.2007.70717  1
2008 Zhu M, Martinez AM. Pruning noisy bases in discriminant analysis. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 19: 148-57. PMID 18269946 DOI: 10.1109/TNN.2007.904040  1
2008 Ding L, Martinez AM. Precise detailed detection of faces and facial features 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587812  1
2008 Jia H, Martinez AM. Face recognition with occlusions in the training and testing sets 2008 8th Ieee International Conference On Automatic Face and Gesture Recognition, Fg 2008. DOI: 10.1109/AFGR.2008.4813410  1
2007 Hamsici OC, Martinez AM. Spherical-homoscedastic shapes Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4409023  1
2007 Hamsici OC, Martinez AM. Sparse kernels for bayes optimal discriminant analysis Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383409  1
2007 Ding L, Martinez AM. Recovering the linguistic components of the manual signs in American sign language 2007 Ieee Conference On Advanced Video and Signal Based Surveillance, Avss 2007 Proceedings. 447-452. DOI: 10.1109/AVSS.2007.4425352  1
2007 Jia H, Fortuna J, Martinez AM. Perturbation estimation of the subspaces for structure from motion with noisy and missing data Proceedings - Third International Symposium On 3d Data Processing, Visualization, and Transmission, 3dpvt 2006. 1101-1107. DOI: 10.1109/3DPVT.2006.106  1
2007 Fortuna J, Martinez AM. A blind source separation approach to structure from motion Proceedings - Third International Symposium On 3d Data Processing, Visualization, and Transmission, 3dpvt 2006. 145-152. DOI: 10.1109/3DPVT.2006.10  1
2007 Hamsici OC, Martinez AM. Spherical-homoscedastic distributions: The equivalency of spherical and normal distributions in classification Journal of Machine Learning Research. 8: 1583-1623.  1
2006 Zhu M, Martinez AM. Subclass discriminant analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 1274-86. PMID 16886863 DOI: 10.1109/TPAMI.2006.172  1
2006 Ding L, Martinez AM. Three-dimensional shape and motion reconstruction for the analysis of American sign language Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2006. DOI: 10.1109/CVPRW.2006.203  1
2006 Martinez AM, Davis LS. Introduction to the workshop Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2006: xxxiii. DOI: 10.1109/CVPRW.2006.111  1
2006 Zhu M, Martínez AM. Selecting principal components in a two-stage LDA algorithm Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1: 132-137. DOI: 10.1109/CVPR.2006.271  1
2005 Martinez AM, Zhu M. Where are linear feature extraction methods applicable? Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 1934-44. PMID 16358412 DOI: 10.1109/TPAMI.2005.250  1
2005 Gorodnichy DO, Martinez AM. Special Session: Second Workshop on Face Processing in Video Proceedings - 2nd Canadian Conference On Computer and Robot Vision, Crv 2005. xvii. DOI: 10.1109/CRV.2005.77  1
2005 Kim YH, Martínez AM, Kak AC. Robust motion estimation under varying illumination Image and Vision Computing. 23: 365-375. DOI: 10.1016/J.Imavis.2004.05.010  1
2004 Zhu M, Martínez AM. Optimal subclass discovery for discriminant analysis Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 2004. DOI: 10.1109/CVPR.2004.414  1
2004 Martínez AM, Mittrapiyanuruk P, Kak AC. On combining graph-partitioning with non-parametric clustering for image segmentation Computer Vision and Image Understanding. 95: 72-85. DOI: 10.1016/J.Cviu.2004.01.003  1
2003 Zhu M, Martínez AM, Tan HZ. Template-based Recognition of Static Sitting Postures Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 5. DOI: 10.1109/CVPRW.2003.10049  1
2003 Martínez AM, Yang MH, Kriegman DJ. Special issue on face recognition Computer Vision and Image Understanding. 91: 1-5. DOI: 10.1016/S1077-3142(03)00094-8  1
2002 Martínez AM, Wilbur RB, Shay R, Kak AC. Purdue RVL-SLLL ASL database for automatic recognition of American Sign Language Proceedings - 4th Ieee International Conference On Multimodal Interfaces, Icmi 2002. 167-172. DOI: 10.1109/ICMI.2002.1166987  1
2001 Martinez AM, Kak AC. PCA versus LDA Ieee Transactions On Pattern Analysis and Machine Intelligence. 23: 228-233. DOI: 10.1109/34.908974  1
2000 Martínez AM, Serra JR. A New Approach to Object-Related Image Retrieval Journal of Visual Languages and Computing. 11: 345-363. DOI: 10.1006/jvlc.2000.0162  1
2000 Martinez AM. Recognition of partially occluded and/or imprecisely localized faces using a probabilistic approach Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1: 712-717.  1
1999 Martinez A, Serra JR. Semantic access to a database of images: an approach to object-related image retrieval International Conference On Multimedia Computing and Systems -Proceedings. 1: 624-629.  1
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