scholarly journals Video Object Classification System with Shadow Removal using Gaussian Mixture Model

2015 ◽  
Vol 3 (4) ◽  
Author(s):  
Bola Adekunle ◽  
Omidiora E.O ◽  
Olabiyisi S.O ◽  
Ojo J.A.
Keyword(s):  
Gaussian Mixture Model ◽  
Mixture Model ◽  
Classification System ◽  
Object Classification ◽  
Gaussian Mixture ◽  
Shadow Removal ◽  
Video Object

Shadow removal algorithm based on Gaussian mixture model

2013 ◽  
Vol 33 (1) ◽  
pp. 31-34 ◽  
Author(s):  
Hongying ZHANG ◽  
Hong LI ◽  
Yigang SUN
Keyword(s):  
Gaussian Mixture Model ◽  
Mixture Model ◽  
Gaussian Mixture ◽  
Shadow Removal

Cast Shadow Removal in a Real-Time Environment

2013 ◽  
Vol 275-277 ◽  
pp. 2548-2554
Author(s):  
Hong Ying Zhang ◽  
Hong Li ◽  
Yi Gang Sun
Keyword(s):  
Real Time ◽  
Gaussian Mixture Model ◽  
Mixture Model ◽  
Color Space ◽  
Gaussian Mixture ◽  
Experimental Results ◽  
Shadow Removal ◽  
Hsv Color Space ◽  
Cast Shadow ◽  
Novel Algorithm

The cast shadows on the background of the object will distinctly affect the recognition of the foreground objects. Due to the limitation of shadow removal methods utilizing texture, a novel algorithm based on Gaussian Mixture Model (GMM) and HSV color space is proposed. Firstly, moving regions are detected using GMM. Secondly, we make two pre-classifiers accurate and adaptive to the change of shadow by using the features of shadow in RGB and HSV color space. Experimental results show that the proposed method is efficient and robust.

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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