A convex hull approach in conjunction with Gaussian mixture model for salient object detection

2016 ◽  
Vol 55 ◽  
pp. 22-31 ◽  
Author(s):  
Navjot Singh ◽  
Rinki Arya ◽  
R.K. Agrawal
Keyword(s):  
Convex Hull ◽  
Object Detection ◽  
Gaussian Mixture Model ◽  
Mixture Model ◽  
Gaussian Mixture ◽  
Salient Object Detection ◽  
Salient Object

scholarly journals Detection and Classification of Vehicles on Curved Roads

2019 ◽  
Vol 8 (10S) ◽  
pp. 152-156
Keyword(s):  
Object Detection ◽  
Gaussian Mixture Model ◽  
Mixture Model ◽  
Gaussian Mixture ◽  
Traffic Monitoring ◽  
Moving Object Detection ◽  
Morphological Operations ◽  
Moving Vehicles ◽  
Blob Analysis

Detection of a vehicle is a very important aspect for traffic monitoring. It is based on the concept of moving object detection. Classifying the detected object as vehicle and class of vehicle is also having application in various application domains. This paper aims at providing an application of vehicle detection and classification concept to detect vehicles along curved roads in Indian scenarios. The main purpose is to ensure safety in such roads. Gaussian mixture model and blob analysis are the methods applied for the detection of vehicles. Morphological operations are used to eliminate noise. The moving vehicles are detected and the class of the vehicle is identified.

scholarly journals Convex hull indexed Gaussian mixture model (CH-GMM) for 3D point set registration

2016 ◽  
Vol 59 ◽  
pp. 126-141 ◽  
Author(s):  
Jingfan Fan ◽  
Jian Yang ◽  
Danni Ai ◽  
Likun Xia ◽  
Yitian Zhao ◽  
...  
Keyword(s):  
Convex Hull ◽  
Gaussian Mixture Model ◽  
Mixture Model ◽  
Gaussian Mixture ◽  
Point Set Registration ◽  
Point Set
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