Streaming spatio-temporal video segmentation using Gaussian Mixture Model

2014 ◽  
Author(s):  
Dibyendu Mukherjee ◽  
Q.M. Jonathan Wu
Keyword(s):  
Gaussian Mixture Model ◽  
Mixture Model ◽  
Video Segmentation ◽  
Gaussian Mixture ◽  
Temporal Video Segmentation ◽  
Spatio Temporal

scholarly journals Towards the Development of Effective Video Segmentation Based on Skew Gaussian Mixture Model

2020 ◽  
Vol 9 (3) ◽  
pp. 1735-1745
Keyword(s):  
Gaussian Mixture Model ◽  
Mixture Model ◽  
Background Subtraction ◽  
Video Segmentation ◽  
Gaussian Mixture ◽  
Dynamic Motion ◽  
Precise Analysis ◽  
Real Time Applications ◽  
Assessment Measures ◽  
Motion Images

video analysis has gained a exponential demand with its usage in security cameras and in most of the real time applications for monitoring the law order. In order to have a precise analysis background subtraction and foreground detection processed are generally considered in the most of the approaches. However ,to have a more precise output from the dynamic motion images, this article proposes a methodology based on skew Gaussian mixture model. The results are analyzed against the existing methods using quality assessment measures.

Point Cloud Registration Algorithm Combined Gaussian Mixture Model and Point-to-Plane Metric

2018 ◽  
Vol 30 (4) ◽  
pp. 642
Author(s):  
Guichao Lin ◽  
Yunchao Tang ◽  
Xiangjun Zou ◽  
Qing Zhang ◽  
Xiaojie Shi ◽  
...  
Keyword(s):  
Gaussian Mixture Model ◽  
Mixture Model ◽  
Point Cloud ◽  
Gaussian Mixture ◽  
Point Cloud Registration ◽  
Registration Algorithm
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