Gamma-Gaussian Mixture Model for Candidate Detection
A Gaussian mixture model for automated corrosion detection in remanufacturing
... A Gaussian mixture model is trained on a novel set of image features, specifically designed for the task of corrosion detection in used ...probabilistic model is used to segment images ...
7
EMOTION DETECTION IN SPEECH USING GAUSSIAN MIXTURE MODEL
... emotion detection is to extract, characterize and recognize the information of speaker‘s ...emotion detection system. Here in this report study is carried out using Gaussian mixture ...
12
Individual pig object detection algorithm based on Gaussian mixture model
... objects detection in a video. The Gaussian mixture model (GMM) is one of popular methods in the background ...models. Gaussian mixture model which applied to the pig ...
8
Illegal parking detection using Gaussian mixture model and kalman filter
... independent Gaussian noise was introduced through image acquisition and sampling, its density could be represented as a single Gaussian distribution with the mean pixel value as the center of the ...object ...
8
Vehicle Detection and Tracking using Gaussian Mixture Model and Kalman Filter
... vehicles detection such as Histogram of Oriented Gradient (HOG), Viola Jones and GMM [1] - ...Object detection through CCTV is done by distinguishing between object to be detected with other ...are ...
5
CiteSeerX — The Infinite Gaussian Mixture Model
... is Gaussian with component parameters j and s j ...are Gaussian and Gamma shaped) in order to generate a Monte Carlo estimate of the probability of “generating a new ...
7
Classifying Exoplanets with Gaussian Mixture Model
... consider only those planets with measured values of mass and density, and which exist in both the datasets with the same observed values to avoid any irregularities and to maintain consistency in the dataset. The NASA ...
8
SAR image change detection using Gaussian mixture model with spatial information
... change detection in multi-temporal satellite images using Gaussian mixture model (GMM) with spatial information is ...Thirdly, Gaussian Mixture Model is used for ...
6
ABANDONED OBJECT DETECTION IN SURVEILLANCE VIDEOUSING GAUSSIAN MIXTURE MODEL AND KALMAN FILTER
... Object Detection and Tracking Object detection and tracking has variety of applications in computer vision such as surveillance, vehicle navigation, robot navigation, remote control vehicle, to track people ...
9
Robust object detection for video surveillance using stereo vision and Gaussian mixture model
... intrusion detection in the field of wide-area outdoor surveillance such as construction site monitoring, using a rotatable stereo camera system combined with a multi-pose object segmentation ...object ...
9
Human Cell Detection in Microscopic Images through Discrete Cosine Transform and Gaussian Mixture Model
... Experimental results obtained from our algorithm shown that this model is both accurate and fast with around 91.23 percent of detection. There are some aspects that can be improved in this method. For ...
5
Change Detection of AL-Hammar Marsh Using Classification Method Based On Gaussian Mixture Model
... KEYWORDS: Change Detection, Classification method, AL-Hammar marsh, Gaussian mixture model. I.INTRODUCTION Remote-sensing community research focusing on image classification has long attracted ...
7
Active Online Anomaly Detection using Dirichlet Process Mixture Model and Gaussian Process Classification
... process mixture model (DPMM), a non- parametric approach to learn mixture models that also infers the number of clusters in a data-driven ...to model scene ...a model in batch mode, ...
9
A SPEAKER RECOGNITION SYSTEM USING GAUSSIAN MIXTURE MODEL
... IIIV CONCLUSION The proposed system is a system to identify claimed speakers from several speech samples. Speaker recognition process is delicate to sound because it can strike the voice signal feature extraction ...
6
Research on Initialization on EM Algorithm Based on Gaussian Mixture Model
... finite mixture model. Hence we can use outlier detection based on proximity to remove the outliers in order to reduce the influence of noise for the parameter ...
7
A new image thresholding method based on Gaussian mixture model
... 4. Conclusions This paper proposed a thresholding method based on Gaussian mixture model. According to the fact that the histogram of image can be used to represent the statistical character of ...
11
Model selection with application to gamma process and inverse Gaussian process
... the gamma process and the inverse Gaussian process are suitable for modeling gradual damage in- troduced by continuous ...“wrong” model is probably larger than that of the “right” ...wrong ...
6
Model selection with application to gamma process and inverse Gaussian process
... the gamma process and the inverse Gaussian process are suitable for modeling gradual damage in- troduced by continuous ...“right” model. The prob- lem of model selection or ...
7
An Improved Moving Object Detection Algorithm Based on Gaussian Mixture Models
... classical Gaussian mixture model is unable to detect the complete moving object, and is sensitive to the light mutation scenes and so on, an improved algorithm is proposed for moving object ...
8
Coherent CFAR detection in compound Gaussian clutter with inverse gamma texture
... radar detection in a compound Gaussian clutter environment with inverse gamma texture, since the latter clutter model has been validated for X-band high-resolution maritime surveillance radar ...
13