**Commenced**in January 2007

**Frequency:**Monthly

**Edition:**International

**Paper Count:**14834

# Search results for: gaussian mixture model (GMM)

##### 14834 Learning the Dynamics of Articulated Tracked Vehicles

**Authors:**
Mario Gianni,
Manuel A. Ruiz Garcia,
Fiora Pirri

**Abstract:**

**Keywords:**
Dirichlet processes,
gaussian mixture models,
learning motion patterns,
tracked robots for urban search and rescue

##### 14833 An Automatic Speech Recognition Tool for the Filipino Language Using the HTK System

**Authors:**
John Lorenzo Bautista,
Yoon-Joong Kim

**Abstract:**

**Keywords:**
Filipino language,
Hidden Markov Model,
HTK system,
speech recognition

##### 14832 A Learning-Based EM Mixture Regression Algorithm

**Authors:**
Yi-Cheng Tian,
Miin-Shen Yang

**Abstract:**

**Keywords:**
clustering,
EM algorithm,
Gaussian mixture model,
mixture regression model

##### 14831 Facility Anomaly Detection with Gaussian Mixture Model

**Authors:**
Sunghoon Park,
Hank Kim,
Jinwon An,
Sungzoon Cho

**Abstract:**

**Keywords:**
facility anomaly detection,
gaussian mixture model,
anomaly score,
expectation maximization algorithm

##### 14830 Unsupervised Reciter Recognition Using Gaussian Mixture Models

**Authors:**
Ahmad Alwosheel,
Ahmed Alqaraawi

**Abstract:**

**Keywords:**
Quran,
speaker recognition,
reciter recognition,
Gaussian Mixture Model

##### 14829 Gaussian Mixture Model Based Identification of Arterial Wall Movement for Computation of Distension Waveform

**Authors:**
Ravindra B. Patil,
P. Krishnamoorthy,
Shriram Sethuraman

**Abstract:**

**Keywords:**
distension waveform,
Gaussian Mixture Model,
RF ultrasound,
arterial wall movement

##### 14828 Human Action Recognition Using Variational Bayesian HMM with Dirichlet Process Mixture of Gaussian Wishart Emission Model

**Authors:**
Wanhyun Cho,
Soonja Kang,
Sangkyoon Kim,
Soonyoung Park

**Abstract:**

**Keywords:**
human action recognition,
Bayesian HMM,
Dirichlet process mixture model,
Gaussian-Wishart emission model,
Variational Bayesian inference,
prior distribution and approximate posterior distribution,
KTH dataset

##### 14827 Unsupervised Learning and Similarity Comparison of Water Mass Characteristics with Gaussian Mixture Model for Visualizing Ocean Data

**Authors:**
Jian-Heng Wu,
Bor-Shen Lin

**Abstract:**

**Keywords:**
water mass,
Gaussian mixture model,
data visualization,
system framework

##### 14826 A Segmentation Method for Grayscale Images Based on the Firefly Algorithm and the Gaussian Mixture Model

**Authors:**
Donatella Giuliani

**Abstract:**

**Keywords:**
clustering images,
firefly algorithm,
Gaussian mixture model,
meta heuristic algorithm,
image segmentation

##### 14825 Video Foreground Detection Based on Adaptive Mixture Gaussian Model for Video Surveillance Systems

**Authors:**
M. A. Alavianmehr,
A. Tashk,
A. Sodagaran

**Abstract:**

**Keywords:**
image processing,
background models,
video surveillance,
foreground detection,
Gaussian mixture model

##### 14824 The Extended Skew Gaussian Process for Regression

**Authors:**
M. T. Alodat

**Abstract:**

**Keywords:**
extended skew normal distribution,
Gaussian process for regression,
predictive distribution,
ESGPr model

##### 14823 A Time-Varying and Non-Stationary Convolution Spectral Mixture Kernel for Gaussian Process

**Authors:**
Kai Chen,
Shuguang Cui,
Feng Yin

**Abstract:**

**Keywords:**
Gaussian process,
spectral mixture,
non-stationary,
convolution

##### 14822 Spectral Mixture Model Applied to Cannabis Parcel Determination

**Authors:**
Levent Basayigit,
Sinan Demir,
Yusuf Ucar,
Burhan Kara

**Abstract:**

**Keywords:**
Gaussian mixture discriminant analysis,
spectral mixture model,
Worldview-2,
land parcels

##### 14821 A Background Subtraction Based Moving Object Detection Around the Host Vehicle

**Authors:**
Hyojin Lim,
Cuong Nguyen Khac,
Ho-Youl Jung

**Abstract:**

**Keywords:**
gaussian mixture model,
background subtraction,
moving object detection,
color space,
morphological filtering

##### 14820 Lee-Carter Mortality Forecasting Method with Dynamic Normal Inverse Gaussian Mortality Index

**Authors:**
Funda Kul,
İsmail Gür

**Abstract:**

**Keywords:**
mortality,
forecasting,
lee-carter model,
normal inverse gaussian distribution

##### 14819 The Optimum Mel-Frequency Cepstral Coefficients (MFCCs) Contribution to Iranian Traditional Music Genre Classification by Instrumental Features

**Authors:**
M. Abbasi Layegh,
S. Haghipour,
K. Athari,
R. Khosravi,
M. Tafkikialamdari

**Abstract:**

**Keywords:**
radif of Mirzâ Ábdollâh,
Gushe,
mel frequency cepstral coefficients,
fuzzy c-mean clustering algorithm,
k-nearest neighbors (KNN),
gaussian mixture model (GMM),
hidden markov model (HMM),
support vector machine (SVM)

##### 14818 Multinomial Dirichlet Gaussian Process Model for Classification of Multidimensional Data

**Authors:**
Wanhyun Cho,
Soonja Kang,
Sanggoon Kim,
Soonyoung Park

**Abstract:**

**Keywords:**
multinomial dirichlet classification model,
Gaussian process priors,
variational Bayesian approximation,
importance sampling,
approximate posterior distribution,
marginal likelihood evidence

##### 14817 Gas Pressure Evaluation through Radial Velocity Measurement of Fluid Flow Modeled by Drift Flux Model

**Authors:**
Aicha Rima Cheniti,
Hatem Besbes,
Joseph Haggege,
Christophe Sintes

**Abstract:**

**Keywords:**
mean carbon dioxide pressure,
mean mixture pressure,
mixture velocity,
radial velocity

##### 14816 Propagation of Cos-Gaussian Beam in Photorefractive Crystal

**Authors:**
A. Keshavarz

**Abstract:**

**Keywords:**
beam propagation,
cos-Gaussian beam,
numerical simulation,
photorefractive crystal

##### 14815 Evaluation of Carbon Dioxide Pressure through Radial Velocity Difference in Arterial Blood Modeled by Drift Flux Model

**Authors:**
Aicha Rima Cheniti,
Hatem Besbes,
Joseph Haggege,
Christophe Sintes

**Abstract:**

**Keywords:**
mean carbon dioxide pressure,
mean mixture pressure,
mixture velocity,
radial velocity difference

##### 14814 Gaussian Probability Density for Forest Fire Detection Using Satellite Imagery

**Authors:**
S. Benkraouda,
Z. Djelloul-Khedda,
B. Yagoubi

**Abstract:**

**Keywords:**
forest fire,
forest fire detection,
satellite image,
normal distribution,
theoretical gaussian model,
thermal infrared matrix image

##### 14813 Least Squares Solution for Linear Quadratic Gaussian Problem with Stochastic Approximation Approach

**Authors:**
Sie Long Kek,
Wah June Leong,
Kok Lay Teo

**Abstract:**

**Keywords:**
iteration procedure,
least squares solution,
linear quadratic Gaussian,
output error,
stochastic approximation

##### 14812 Novel Inference Algorithm for Gaussian Process Classification Model with Multiclass and Its Application to Human Action Classification

**Authors:**
Wanhyun Cho,
Soonja Kang,
Sangkyoon Kim,
Soonyoung Park

**Abstract:**

**Keywords:**
bayesian rule,
gaussian process classification model with multiclass,
gaussian process prior,
human action classification,
laplace approximation,
variational EM algorithm

##### 14811 Hybrid Temporal Correlation Based on Gaussian Mixture Model Framework for View Synthesis

**Authors:**
Deng Zengming,
Wang Mingjiang

**Abstract:**

**Keywords:**
fusion method,
Gaussian mixture model,
hybrid framework,
view synthesis

##### 14810 Use of Gaussian-Euclidean Hybrid Function Based Artificial Immune System for Breast Cancer Diagnosis

**Authors:**
Cuneyt Yucelbas,
Seral Ozsen,
Sule Yucelbas,
Gulay Tezel

**Abstract:**

**Keywords:**
artificial immune system,
breast cancer diagnosis,
Euclidean function,
Gaussian function

##### 14809 Facial Expression Recognition Using Sparse Gaussian Conditional Random Field

**Authors:**
Mohammadamin Abbasnejad

**Abstract:**

**Keywords:**
Gaussian Conditional Random Field,
ADMM,
convergence,
gradient descent

##### 14808 Local Spectrum Feature Extraction for Face Recognition

**Authors:**
Muhammad Imran Ahmad,
Ruzelita Ngadiran,
Mohd Nazrin Md Isa,
Nor Ashidi Mat Isa,
Mohd ZaizuIlyas,
Raja Abdullah Raja Ahmad,
Said Amirul Anwar Ab Hamid,
Muzammil Jusoh

**Abstract:**

**Keywords:**
local features modelling,
face recognition system,
Gaussian mixture models,
Feret

##### 14807 Base Change for Fisher Metrics: Case of the q-Gaussian Inverse Distribution

**Authors:**
Gabriel I. Loaiza Ossa,
Carlos A. Cadavid Moreno,
Juan C. Arango Parra

**Abstract:**

**Keywords:**
base of changes,
information geometry,
inverse Gaussian distribution,
inverse q-Gaussian distribution,
statistical manifolds

##### 14806 A Non-Parametric Based Mapping Algorithm for Use in Audio Fingerprinting

**Authors:**
Analise Borg,
Paul Micallef

**Abstract:**

**Keywords:**
audio fingerprinting,
mapping algorithm,
Gaussian Mixture Models,
MFCC,
MPEG-7

##### 14805 Normalizing Logarithms of Realized Volatility in an ARFIMA Model

**Authors:**
G. L. C. Yap

**Abstract:**

**Keywords:**
Gaussian process,
long-memory,
normalization,
value-at-risk,
volatility,
Whittle estimator