Track-Before-Detect Using Expectation Maximisation

£99.50

Track-Before-Detect Using Expectation Maximisation

The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications

Numerical analysis Electronics engineering Artificial intelligence Computer vision Digital signal processing (DSP)

Authors: Samuel J. Davey, Han X. Gaetjens

Dinosaur mascot

Collection: Signals and Communication Technology

Language: English

Published by: Springer

Published on: 8th February 2018

Format: LCP-protected ePub

Size: 9 Mb

ISBN: 9789811075933


Overview

This book offers a detailed description of the histogram probabilistic multi-hypothesis tracker (H-PMHT), providing an accessible and intuitive introduction to the mathematical mechanics of H-PMHT as well as a definitive reference source for the existing literature on the method. Beginning with basic concepts, the authors then move on to address extensions of the method to a broad class of tracking problems. The latter chapters present applications using recorded data from experimental radar, sonar and video sensor systems.

Show moreShow less