Learning to Learn New Models of Human Activities in Indoor Settings

Reference EPFL-CHAPTER-192547doi:10.1201/b15535-14 URL: http://publications.idiap.ch/index.php/publications/showcite/Nater_EPFLPRESS_2013 Record created on 2013-12-19, modified on 2016-08-09

[1]  R. Casey,et al.  Advances in Pattern Recognition , 1971 .

[2]  Nello Cristianini,et al.  An Introduction to Support Vector Machines and Other Kernel-based Learning Methods , 2000 .

[3]  Luc Van Gool,et al.  Exploiting simple hierarchies for unsupervised human behavior analysis , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[4]  Barbara Caputo,et al.  Multiclass transfer learning from unconstrained priors , 2011, 2011 International Conference on Computer Vision.

[5]  Luc Van Gool,et al.  AWEAR 2.0 system: Omni-directional audio-visual data acquisition and processing , 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

[6]  Gary Bradski,et al.  Computer Vision Face Tracking For Use in a Perceptual User Interface , 1998 .

[7]  Qiang Yang,et al.  Cross-domain activity recognition via transfer learning , 2011, Pervasive Mob. Comput..

[8]  Luc Van Gool,et al.  Tracker trees for unusual event detection , 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops.

[9]  D. Cook,et al.  Author's Personal Copy Pervasive and Mobile Computing Activity Knowledge Transfer in Smart Environments , 2022 .

[10]  Sabu Emmanuel,et al.  Intelligent Video Surveillance for Monitoring Elderly in Home Environments , 2007, 2007 IEEE 9th Workshop on Multimedia Signal Processing.

[11]  Ehud Rivlin,et al.  Robust Real-Time Unusual Event Detection using Multiple Fixed-Location Monitors , 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[12]  Shao-zi Li,et al.  Transfer AdaBoost learning for action recognition , 2009, 2009 IEEE International Symposium on IT in Medicine & Education.

[13]  Xin Xu,et al.  A Class-Incremental Learning Method for Multi-Class Support Vector Machines in Text Classification , 2006, 2006 International Conference on Machine Learning and Cybernetics.

[14]  Mubarak Shah,et al.  Recognizing human actions using multiple features , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

[15]  David A. McAllester,et al.  A discriminatively trained, multiscale, deformable part model , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

[16]  Jitendra Malik,et al.  Recognizing action at a distance , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

[17]  G. Englebienne,et al.  Transferring Knowledge of Activity Recognition across Sensor Networks , 2010, Pervasive.

[18]  Andrew Zisserman,et al.  Representing shape with a spatial pyramid kernel , 2007, CIVR '07.

[19]  R. Shah,et al.  Least Squares Support Vector Machines , 2022 .

[20]  Carl E. Rasmussen,et al.  Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.

[21]  W. Eric L. Grimson,et al.  Learning Patterns of Activity Using Real-Time Tracking , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[22]  Barbara Caputo,et al.  The More You Know, the Less You Learn: From Knowledge Transfer to One-shot Learning of Object Categories , 2009, BMVC.

[23]  Subhabrata Chakraborti,et al.  Nonparametric Statistical Inference , 2011, International Encyclopedia of Statistical Science.

[24]  Robi Polikar,et al.  Learn$^{++}$ .NC: Combining Ensemble of Classifiers With Dynamically Weighted Consult-and-Vote for Efficient Incremental Learning of New Classes , 2009, IEEE Transactions on Neural Networks.

[25]  James M. Keller,et al.  Linguistic summarization of video for fall detection using voxel person and fuzzy logic , 2009, Comput. Vis. Image Underst..

[26]  Neil D. Lawrence,et al.  Gaussian Process Latent Variable Models for Visualisation of High Dimensional Data , 2003, NIPS.

[27]  Barbara Caputo,et al.  Safety in numbers: Learning categories from few examples with multi model knowledge transfer , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[28]  Yang Wang,et al.  Learning Transferable Distance Functions for Human Action Recognition , 2010 .

[29]  Bernt Schiele,et al.  Monocular 3D pose estimation and tracking by detection , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[30]  Dorin Comaniciu,et al.  Mean Shift: A Robust Approach Toward Feature Space Analysis , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[31]  Silvio Savarese,et al.  Cross-view action recognition via view knowledge transfer , 2011, CVPR 2011.

[32]  Barbara Caputo,et al.  Leveraging over prior knowledge for online learning of visual categories , 2012, BMVC.

[33]  Rita Cucchiara,et al.  Probabilistic posture classification for Human-behavior analysis , 2005, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[34]  Michal Irani,et al.  Detecting Irregularities in Images and in Video , 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

[35]  Christoph H. Lampert,et al.  Learning to detect unseen object classes by between-class attribute transfer , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.