Two Maximum Entropy-Based Algorithms for Running Quantile Estimation in Nonstationary Data Streams

QR Code

Two Maximum Entropy-Based Algorithms for Running Quantile Estimation in Nonstationary Data Streams

The need to estimate a particular quantile of a distribution is an important problem that frequently arises in many computer vision and signal processing applications. For example, our work was motivated by the requirements of many semiautomatic surveillance analytics systems that detect abnormaliti...

Full description

Bibliographic Details
Main Authors:	Arandjelovic, O., Pham, DucSon, Venkatesh, S.
Format:	Journal Article
Published:	IEEE Press 2015
Online Access:	http://hdl.handle.net/20.500.11937/56911

Similar Items

Stream Quantiles via Maximal Entropy Histograms
by: Arandjelovic, O., et al.
Published: (2014)

The adaptable buffer algorithm for high quantile estimation in non-stationary data streams
by: Arandjelovic, O., et al.
Published: (2015)

Nonparametric Kernel estimation of annual maximum stream flow quantiles.
by: Shabri, Ani
Published: (2002)

CCTV Scene Perspective Distortion Estimation From Low-Level Motion Features
by: Arandjelovic, O., et al.
Published: (2016)

Achieving stable subspace clustering by post-processing generic clustering results
by: Pham, DucSon, et al.
Published: (2016)

Detection of dynamic background due to swaying movements from motion features
by: Pham, DucSon, et al.
Published: (2015)

Viewpoint Distortion Compensation in Practical Surveillance Systems
by: Arandjelovic, O., et al.
Published: (2015)

Groupwise registration of aerial images
by: Arandjelovic, O., et al.
Published: (2015)

Efficient and accurate set-based registration of time-separated aerial images
by: Arandjelovic, O., et al.
Published: (2015)

Anomaly detection in large-scale data stream networks
by: Pham, DucSon, et al.
Published: (2014)

Efficient algorithms for robust recovery of images from compressed data
by: Pham, DucSon, et al.
Published: (2013)

Effective Anomaly detection in Sensor Network Data Streams
by: Pham, DucSon, et al.
Published: (2009)

Graph-based clustering with DRepStream
by: Callister, R., et al.
Published: (2017)

Detection and Estimation of Nonstationary Power Transients
by: Ledwich, G., et al.
Published: (2010)

On group-wise ℓp regularization: Theory and efficient algorithms
by: Pham, DucSon
Published: (2015)

Bayesian minimax estimation of the normal model with incomplete prior covariance matrix specification
by: Pham, DucSon, et al.
Published: (2010)

Estimation of multicomponent polynomial phase signals with missing observations
by: Pham, DucSon, et al.
Published: (2008)

Improved image recovery from compressed data contaminated with impulsive noise
by: Pham, DucSon, et al.
Published: (2011)

Compressive speech enhancement
by: Low, S., et al.
Published: (2013)

Supervised subspace learning with multi-class Lagrangian SVM on the Grassmann Manifold
by: Pham, DucSon, et al.
Published: (2011)

Joint learning and dictionary construction for pattern recognition
by: Pham, DucSon, et al.
Published: (2008)

Robust learning of discriminative projection for multicategory classification on the Stiefel manifold
by: Pham, DucSon, et al.
Published: (2008)

A novel information theoretic approach to wavelet feature selection for texture classification
by: Naseem, Imran, et al.
Published: (2012)

Improved Impulse Noise Removal with Generalized Median Filter
by: Pham, DucSon
Published: (2015)

Forecasting value-at-risk using maximum entropy density
by: Chan, Felix
Published: (2009)

Large-scale statistical modeling of motion patterns: A Bayesian nonparametric approach
by: Rana, S., et al.
Published: (2012)

Clustering Patient Medical Records via Sparse Subspace Representation
by: Budhaditya, S., et al.
Published: (2013)

Sparse Subspace Clustering via Group Sparse Coding
by: Budhaditya, S., et al.
Published: (2013)

Sparse subspace representation for spectral document clustering
by: Budhaditya, S., et al.
Published: (2012)

Innovative sparse representation algorithms for robust face recognition
by: Qui, Huining, et al.
Published: (2011)

Zaidatul runs out of stream
by: New Sunday Times,
Published: (2016)

Testing intra-daily seasonality using Maximum Entropy Density
by: Chan, F., et al.
Published: (2013)

Modelling time-varying higher moments with maximum entropy density
by: Chan, Felix
Published: (2009)

Multi-modal abnormality detection in video with unknown data segmentation
by: Nguyen, T., et al.
Published: (2012)

Bayesian Nonparametric Approaches to Abnormality Detection in Video Surveillance
by: Nguyen, V., et al.
Published: (2015)

Optimal metric selection for improved multi-pose face recognition with group information
by: Zhang, X., et al.
Published: (2012)

Nonstationary signal reconstruction from TVAR coefficients
by: Najeeb, Athaur Rahman, et al.
Published: (2018)

Econometric inference in models with nonstationary time series
by: Stamatogiannis, Michalis P.
Published: (2010)

Modelling Body Mass Index Distribution using Maximum Entropy Density
by: Singh, Ranjodh, et al.
Published: (2015)

An integrated functional Weissman estimator for conditional extreme quantiles
by: Gardes, Laurent, et al.
Published: (2017)