Title :
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.
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;
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
DOI :
10.1109/CCECE.2006.277335
