An Information geometric framework for the optimization on discrete probability spaces: Application to human trajectory classification

This paper presents an iterative algorithm using a information geometric framework to perform the optimization on a discrete probability spaces. In the proposed methodology, the probabilities are considered as points in a statistical manifold. This differs greatly regarding the traditional approache...

Full description

Bibliographic Details
Main Author: Nascimento, Jacinto (author)
Other Authors: Barão, Miguel (author), Marques, Jorge S (author), Lemos, João M (author)
Format: article
Language:eng
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/10174/14145
Country:Portugal
Oai:oai:dspace.uevora.pt:10174/14145