thumbnail

An Intelligent Systems Approach to Automated Object Recognition: A Preliminary Study

Open-File Report 2002-461

By:
,

Links

Abstract

Attempts at fully automated object recognition systems have met with varying levels of success over the years. However, none of the systems have achieved high enough accuracy rates to be run unattended. One of the reasons for this may be that they are designed from the computer's point of view and rely mainly on image-processing methods. A better solution to this problem may be to make use of modern advances in computational intelligence and distributed processing to try to mimic how the human brain is thought to recognize objects. As humans combine cognitive processes with detection techniques, such a system would combine traditional image-processing techniques with computer-based intelligence to determine the identity of various objects in a scene.

Additional Publication Details

Publication type:
Report
Publication Subtype:
USGS Numbered Series
Title:
An Intelligent Systems Approach to Automated Object Recognition: A Preliminary Study
Series title:
Open-File Report
Series number:
2002-461
Edition:
-
Year Published:
2002
Language:
ENGLISH
Publisher:
Geological Survey (U.S.)
Contributing office(s):
U.S. Geological Survey
Description:
15 p.