On combinatorial testing problems, Ann. Statist, vol.38, issue.5, pp.3063-3092, 2010. ,
Detection of gauss-markov random fields with nearest-neighbor dependency. Information Theory, IEEE Transactions on, vol.55, issue.2, pp.816-827, 2009. ,
Detection of correlations, Ann. Statist, vol.40, issue.1, pp.412-435, 2012. ,
Detecting positive correlations in a multivariate sample, Bernoulli, vol.21, pp.209-241, 2015. ,
Detection of an anomalous cluster in a network, Ann. Statist, vol.39, issue.1, pp.278-304, 2011. ,
Searching for a trail of evidence in a maze, Ann. Statist, vol.36, issue.4, pp.1726-1757, 2008. ,
Near-optimal detection of geometric objects by fast multiscale methods, IEEE Trans. Inform. Theory, vol.51, issue.7, pp.2402-2425, 2005. ,
Non-asymptotic minimax rates of testing in signal detection, Bernoulli, vol.8, issue.5, pp.577-606, 2002. ,
Optimal detection of sparse principal components in high dimension, Ann. Statist, vol.41, issue.4, pp.1780-1815, 2013. ,
Statistical Analysis of Non-Lattice Data, The Statistician, vol.24, issue.3, pp.179-195, 1975. ,
Moment inequalities for functions of independent random variables, Ann. Probab, vol.33, issue.2, pp.514-560, 2005. ,
URL : https://hal.archives-ouvertes.fr/hal-00101850
, Concentration Inequalities: A Nonasymptotic Theory of Independence, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00794821
, Time series: theory and methods, 1991.
Optimal hypothesis testing for high dimensional covariance matrices, Bernoulli, vol.19, issue.5B, pp.2359-2388, 2013. ,
Sparse PCA: Optimal rates and adaptive estimation, The Annals of Statistics, vol.41, issue.6, pp.3074-3110, 2013. ,
Classification of textures using gaussian markov random fields. Acoustics, Speech and Signal Processing, IEEE Transactions on, vol.33, issue.4, pp.959-963, 1985. ,
Markov random field texture models. Pattern Analysis and Machine Intelligence, IEEE Transactions on PAMI, vol.5, issue.1, pp.25-39, 1983. ,
Local operator theory, random matrices and Banach spaces, Handbook of the geometry of Banach spaces, vol.I, pp.317-366, 2001. ,
Testing for a change in the parameter values and order of an autoregressive model, Ann. Statist, vol.23, issue.1, pp.282-304, 1995. ,
, Decoupling. Probability and its Applications, 1999.
From dependence to independence, Randomly stopped processes. U -statistics and processes ,
Maximal meaningful events and applications to image analysis, Ann. Statist, vol.31, issue.6, pp.1822-1851, 2003. ,
URL : https://hal.archives-ouvertes.fr/hal-00170777
Higher criticism for detecting sparse heterogeneous mixtures, Ann. Statist, vol.32, issue.3, pp.962-994, 2004. ,
Bayesian texture segmentation of weed and Comment citer ce document, 2003. ,
crop images using reversible jump Markov chain Monte Carlo methods, J. Roy. Statist. Soc. Ser. C, vol.24, issue.4B, pp.31-50, 2018. ,
Texture segmentation by multiscale aggregation of filter responses and shape elements, Proceedings IEEE International Conference on Computer Vision, pp.716-723, 2003. ,
Testing and estimating in the change-point problem of the spectral function, Lithuanian Mathematical Journal, vol.32, 1992. ,
Comparison of texture features based on Gabor filters, IEEE Trans. Image Process, vol.11, issue.10, pp.1160-1167, 2002. ,
Modeling, statistics, and applications, Translated from the 1992 French original by Carenne Ludeña, Probability and its Applications, 1995. ,
Unsupervised texture segmentation in a deterministic annealing framework, IEEE Trans. Pattern Analysis and Machine Intelligence, vol.20, issue.8, pp.803-818, 1998. ,
Change in autoregressive processes, Stochastic Process. Appl, vol.44, issue.2, pp.221-242, 1993. ,
Detectability of convex-shaped objects in digital images, its fundamental limit and multiscale analysis, Statist. Sinica, vol.19, issue.4, pp.1439-1462, 2009. ,
On the detection of changes in autoregressive time series, I. Asymptotics. J. Statist. Plann. Inference, vol.137, issue.4, pp.1243-1259, 2007. ,
Asymptotically minimax hypothesis testing for nonparametric alternatives I, Math. Methods Statist, vol.2, pp.85-114, 1993. ,
Minimax detection of a signal for l n balls, Math. Methods Statist, vol.7, pp.401-428, 1999. ,
Unsupervised texture segmentation using gabor filters, Pattern recognition, vol.24, issue.12, pp.1167-1186, 1991. ,
Texture detection of simulated microcalcification susceptibility effects in magnetic resonance imaging of breasts, Journal of Magnetic Resonance Imaging, vol.13, issue.6, pp.876-881, 2001. ,
Extremum problems with inequalities as subsidiary conditions, Studies and Essays Presented to R. Courant on his 60th Birthday, pp.187-204, 1948. ,
Computer-aided tumor detection in endoscopic video using color wavelet features. Information Technology in Biomedicine, IEEE Transactions on, vol.7, issue.3, pp.141-152, 2003. ,
A markov random field model-based approach to unsupervised texture segmentation using local and global spatial statistics. Image Processing, IEEE Transactions on, vol.4, issue.6, pp.856-862, 1995. ,
URL : https://hal.archives-ouvertes.fr/inria-00074610
Real-time foregroundbackground segmentation using codebook model, Real-Time Imaging, vol.11, issue.3, pp.172-185, 2005. ,
Computer-vision-based fabric defect detection: A survey. Industrial Electronics, IEEE Transactions on, vol.55, issue.1, pp.348-363, 2008. ,
Man-made structure detection in natural images using a causal multiscale random field. Computer Vision and Pattern Recognition, IEEE Computer Society Conference on, vol.1, p.119, 2003. ,
Graphical models, of Oxford Statistical Science Series. The Clarendon Press, vol.17, 1996. ,
The multiple change-points problem for the spectral distribu-Comment citer ce document, 2000. ,
Detecting Markov random fields hidden in white noise, Bernoulli, vol.24, issue.4B, pp.845-869, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02621155
, Testing statistical hypotheses, 2005.
The bayesian approach to the interpretation of archaeological data, Archaeometry, vol.37, issue.1, pp.1-24, 1995. ,
Contour and texture analysis for image segmentation, International Journal of Computer Vision, vol.43, issue.1, pp.7-27, 2001. ,
Texture features for browsing and retrieval of image data. Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol.18, issue.8, pp.837-842, 1996. ,
Detection of local objects in images with textured background by using multiscale relevance function, Mathematical Modeling, Estimation, and Imaging, vol.4121, pp.158-169, 2000. ,
Testing temporal constancy of the spectral structure of a time series, Bernoulli, vol.15, issue.4, pp.1190-1221, 2009. ,
Testing and estimating change-points in time series, Adv. in Appl. Probab, vol.17, issue.4, pp.841-867, 1985. ,
A parametric texture model based on joint statistics of complex wavelet coefficients, International Journal of Computer Vision, vol.40, 2000. ,
A test for non-stationarity of time-series, J. Roy. Statist. Soc. Ser. B, vol.31, pp.140-149, 1969. ,
Gaussian Markov random fields, of Monographs on Statistics and Applied Probability, vol.104, 2005. ,
Long range dependence, Found. Trends Stoch. Syst, vol.1, issue.3, pp.163-257, 2006. ,
Texture boundary detection for real-time tracking, Computer Vision -ECCV, vol.3022, pp.566-577, 2004. ,
A statistical approach to texture classification from single images, International Journal of Computer Vision: Special Issue on Texture Analysis and Synthesis, vol.62, issue.1-2, pp.61-81, 2005. ,
Adaptive estimation of stationary Gaussian fields, Ann. Statist, vol.38, issue.3, pp.1363-1402, 2010. ,
URL : https://hal.archives-ouvertes.fr/inria-00353251
Optimal and fast detection of spatial clusters with scan statistics, Ann. Statist, vol.38, issue.2, pp.1010-1033, 2010. ,
Object tracking: A survey, Acm computing surveys (CSUR), vol.38, issue.4, p.13, 2006. ,
Filters, random fields and maximum entropy (frame): Towards a unified theory for texture modeling, International Journal of Computer Vision, vol.27, 1998. ,