Advanced Image Exploitation Tools for Surveillance and Target Detection with eo Sensors

Author

Leduc, Francois ; Lavigne, Daniel A. ; Jouan, Alexandre

Author_Institution

DRDC-Valcartier, Que.

fYear

2006

fDate

38838

Firstpage

21

Lastpage

24

Abstract

To better assist image analysts in dealing with an increasing volume of data, the Optronic Surveillance Data Exploitation Group at DRDC-Valcartier develops cutting edge software tools for change detection, classification, ATD/ATR. This paper presents an overview of some activities focused on image coregistration with the automated multi-sensor image registration (AMIR) software, a comparison of the classification performance of various reasoning schemes implemented in the fuzzy reasoning for image intelligence (FuRII) toolbox and an assessment of the capability of the holographic neural technology to perform incremental learning

Keywords

feature extraction; fuzzy reasoning; image registration; image sensors; learning (artificial intelligence); software tools; surveillance; EO sensor; advanced image exploitation tool; automated multisensor image registration; fuzzy reasoning; holographic neural technology; image analysis; image intelligence toolbox; incremental learning; software tool; surveillance; target detection; Fuzzy reasoning; Holography; Image analysis; Image edge detection; Image registration; Image sensors; Object detection; Software performance; Software tools; Surveillance; automated co-registration; automated feature extraction; fuzzy-logic classification; machine learning; target detection;

fLanguage

English

Publisher

ieee

Conference_Titel

Electrical and Computer Engineering, 2006. CCECE '06. Canadian Conference on

Conference_Location

Ottawa, Ont.

Print_ISBN

1-4244-0038-4

Electronic_ISBN

1-4244-0038-4

Type

conf

DOI

10.1109/CCECE.2006.277335

Filename

4055082