A GMM-Based Segmentation Method for the Detection of Water Surface Floats

A GMM-Based Segmentation Method for the Detection of Water Surface Floats

Gaussian Mixture Model (GMM) is a widely used approach for the background subtraction and the moving objects detection. However, the classical GMM probably detects incorrectly and cannot deal with the shadows with a pixel-level and time-domain classification, and thus it cannot monitor the water sur...

Full description

Bibliographic Details
Main Authors: Xianli Jin, Peiwen Niu, Linfeng Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Background subtraction
Gaussian mixture model
graph cuts
light-shadow discriminant function
video segmentation
water surface floats
Online Access:https://ieeexplore.ieee.org/document/8811472/

Internet

https://ieeexplore.ieee.org/document/8811472/

Similar Items