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Journal of the Royal Statistical Society. Series B (Statistical Methodology), ISSN 1369-7412, 11/2011, Volume 73, Issue 5, pp. 689 - 710
Journal Article
The Canadian Journal of Statistics / La Revue Canadienne de Statistique, ISSN 0319-5724, 6/2015, Volume 43, Issue 2, pp. 176 - 198
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 11/2019, Volume 28, Issue 11, pp. 5691 - 5701
In this paper, we tackle the problem of crowd counting in indoor videos, where people often stay almost static for a long time. The label distribution, which... 
Adaptation models | Head | Label ambiguity | label distribution learning | Estimation | Gaussian distribution | Feature extraction | Cameras | mixture of Gaussians model | Videos | DEEP | VIDEO | AGE ESTIMATION | OBJECT DETECTION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 10/2019, Volume 30, Issue 10, pp. 2898 - 2915
Fisher's criterion is one of the most popular discriminant criteria for feature extraction. It is defined as the generalized Rayleigh quotient of the... 
Learning systems | heteroscedastic discriminant criterion | Upper bound | Rayleigh quotient | Image color analysis | Gaussian distribution | Feature extraction | ℓ₁-norm heteroscedastic discriminant analysis (L1-HDA) | Data mining | Covariance matrices | Fisher’s discriminant criterion
Journal Article
Biometrical Journal, ISSN 0323-3847, 11/2016, Volume 58, Issue 6, pp. 1506 - 1537
Journal Article
Pattern Recognition, ISSN 0031-3203, 09/2014, Volume 47, Issue 9, pp. 3132 - 3142
The generalized Gaussian mixture model (GGMM) provides a flexible and suitable tool for many computer vision and pattern recognition problems. However,... 
Mixture model | Bounded support regions | Generalized Gaussian distribution | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Machine vision | Analysis | Computer vision | Normal distribution | Mathematical analysis | Tools | Mathematical models | Gaussian | Pattern recognition | Flexibility
Journal Article
Journal of Statistical Computation and Simulation, ISSN 0094-9655, 09/2015, Volume 85, Issue 13, pp. 2736 - 2749
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 01/2020, Volume 49, Issue 1, pp. 16 - 28
The techniques for data clustering have been frequently applied in machine learning and computer vision, data mining. Among of these methods the Gaussian... 
laplacian regularization | generalized Dirichlet mixture | Data clustering | STATISTICS & PROBABILITY | MODEL | UNSUPERVISED SELECTION | Computer vision | Data points | Gaussian distribution | Probabilistic models | Data mining | Clustering | Algorithms | Computation | Normal distribution | Machine learning | Dirichlet problem | Iterative methods | Regularization
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 04/2012, Volume 34, Issue 4, pp. 814 - 817
Journal Article
Journal of Computational and Graphical Statistics, ISSN 1061-8600, 01/2010, Volume 19, Issue 2, pp. 332 - 353
Journal Article