New criterion of identification in the multilayered perceptron modelling. - Morgan Mangeas; Marie Cottrell; Jian-Feng Yao (ESANN, 1997)

Modèles de réseaux de neurones pour l'analyse des séries temporelles ou la régression - Estimation, identification, méthode d'élagage SSM. - Joseph Rynkiewicz; Marie Cottrell; Morgan Mangeas; Jian-Feng Yao (Rev. d'Intelligence Artif., 2001)

Convergence Rates of Spectral Distributions of Large Sample Covariance Matrices. - Z. D. Bai; Baiqi Miao; Jian-Feng Yao (SIAM J. Matrix Anal. Appl., 2003)

Extraction of Semantic Dynamic Content from Videos with Probabilistic Motion Models. - Gwenaëlle Piriou; Patrick Bouthemy; Jian-Feng Yao (ECCV (3), 2004)

Learned Probabilistic Image Motion Models for Event Detection in Videos. - Gwenaëlle Piriou; Patrick Bouthemy; Jian-Feng Yao (ICPR (4), 2004)

Rank-Test Similarity Measure Between Video Segments for Local Descriptors. - Alain Lehmann; Patrick Bouthemy; Jian-Feng Yao (Adaptive Multimedia Retrieval, 2006)

Mixed-State Markov Random Fields for Motion Texture Modeling and Segmentation. - Tomás Crivelli; Bruno Cernuschi-Frías; Patrick Bouthemy; Jian-Feng Yao (ICIP, 2006)

Mixed-State Auto-Models and Motion Texture Modeling. - Patrick Bouthemy; C. Hardouin; Gwenaëlle Piriou; Jian-Feng Yao (J. Math. Imaging Vis., 2006)

Recognition of Dynamic Video Contents With Global Probabilistic Models of Visual Motion. - Gwenaëlle Piriou; Patrick Bouthemy; Jian-Feng Yao (IEEE Trans. Image Process., 2006)

Simultaneous Motion Detection and Background Reconstruction with a Mixed-State Conditional Markov Random Field. - Tomás Crivelli; Gwenaëlle Piriou; Patrick Bouthemy; Bruno Cernuschi-Frías; Jian-Feng Yao (ECCV (1), 2008)

Temporal modeling of motion textures with mixed-sates Markov chains. - Tomás Crivelli; Bruno Cernuschi-Frías; Patrick Bouthemy; Jian-Feng Yao (ICASSP, 2008)

Recognition of Dynamic Video Contents Based on Motion Texture Statistical Models. - Tomás Crivelli; Bruno Cernuschi-Frías; Patrick Bouthemy; Jian-Feng Yao (VISAPP (1), 2008)

Learning mixed-state Markov models for statistical motion texture tracking. - Tomás Crivelli; Patrick Bouthemy; Bruno Cernuschi-Frías; Jian-Feng Yao (ICCV Workshops, 2009)

Conditional Mixed-state Model for Structural Change Analysis from Very High Resolution Optical Images. - Benjamin Belmudez; Véronique Prinet; Jian-Feng Yao; Patrick Bouthemy; Xavier Descombes (IGARSS (2), 2009)

Mixed-state causal modeling for statistical KL-based motion texture tracking. - Tomás Crivelli; Bruno Cernuschi-Frías; Patrick Bouthemy; Jian-Feng Yao (Pattern Recognit. Lett., 2010)

Simultaneous Motion Detection and Background Reconstruction with a Conditional Mixed-State Markov Random Field. - Tomás Crivelli; Patrick Bouthemy; Bruno Cernuschi-Frías; Jian-Feng Yao (Int. J. Comput. Vis., 2011)

Motion Textures: Modeling, Classification, and Segmentation Using Mixed-State Markov Random Fields. - Tomás Crivelli; Bruno Cernuschi-Frías; Patrick Bouthemy; Jian-Feng Yao (SIAM J. Imaging Sci., 2013)

A note on the CLT of the LSS for sample covariance matrix from a spiked population model. - Qinwen Wang; Jack W. Silverstein; Jian-Feng Yao (J. Multivar. Anal., 2014)