The Kernel Based Multiple Instances Learning Algorithm for Object Tracking

The Kernel Based Multiple Instances Learning Algorithm for Object Tracking

To realize real time object tracking in complex environments, a kernel based MIL (KMIL) algorithm is proposed. The KMIL employs the Gaussian kernel function to deal with the inner product used in the weighted MIL (WMIL) algorithm. The method avoids computing the pos-likely-hood and neg-likely-hood m...

Full description

Bibliographic Details
Main Authors: Tiwen Han, Lijia Wang, Binbin Wen
Format: Article
Language:English
Published: MDPI AG 2018-06-01
Series:Electronics
Subjects:
object tracking
kernel based MIL algorithm
Gaussian kernel
adaptive classifier updating
Online Access:http://www.mdpi.com/2079-9292/7/6/97

Similar Items

Similar Items