Detecting and Tracking Tractor-Trailers using view-based template

ISBN-13: 9783659207501 / Angielski / Miękka / 2014 / 52 str.

Gidla Vinay

Opis

Vehicle tracking and classification is an important application of computer vision. There exist mainly two types of tracking techniques: Appearance-based tracking and Feature-based tracking. Appearance-based techniques generally require a model or template of the target to be tracked. However the model needs to be robust to the multitude of deformations possible in the course of the targets movement. This research explores the use of a collection of view based templates, instead of a single template, to accurately trace the contours of the tractor-trailers in moving traffic.

O autorze

Vinay Gidla, MS: Studied Digital signal processing at Clemson University. Senior software engineer at Rockwell Collins, Iowa.