SYNTHETIC TEMPLATE: EFFECTIVE TOOL FOR TARGET CLASSIFICATION AND MACHINE VISION
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2013, Vol 4, Issue 10
Abstract
A process for replacing a voluminous image dictionary, which characterizes a certain target of interest in a constrained zone of effectiveness representing controlled states including scale and view angle, with a synthetic template has been developed. Synthetic template (ST) is a spatial map (grayscale image) obtained by combining the set of zone-specific training images that are ascribed to the target of interest. It has been shown that the solo-template ST correlation filter outperforms filter banks comprised of multiple target-class training images. A geometric interpretation of the basic ST concept is employed in order to further explain and substantiate its properties.
Authors and Affiliations
Kaveh Heidary
Keywords
Related Articles
- EP ID EP146697
- DOI 10.14569/IJACSA.2013.041005
- Views 105
- Downloads 0
Influence of Adopting a Text-Free User Interface on the Usability of a Web-based Government System with Illiterate and Semi-Literate People
Illiterate and semi-literate people usually face different types of difficulties when they use the Internet, such as reading and recognising text. This research aims to develop and examine the influence of adopting a tex...
FPGA implementation of filtered image using 2D Gaussian filter
Image filtering is one of the very useful techniques in image processing and computer vision. It is used to eliminate useless details and noise from an image. In this paper, a hardware implementation of image filtered us...
2-D Object Recognition Approach using Wavelet Transform
Humans have supernatural ability to observe, analyze, and tell about the layout of the 3D world with the help of their natural visual system. But contrary to machine vision system, it remains a most difficult task to rec...
Representation Modeling Persona by using Ontologies: Vocabulary Persona
Semantic Web is then to add to all these resources semantics that allow computer systems to "understand" the meaning by accessing structured collections of information and inference rules that can be used to drive reason...
Effect Of A Video-Based Laboratory On The High School Pupils’ Understanding Of Constant Speed Motion
Among the physical phenomena studied in high school, the kinematical concepts are important because they constitute a precondition for the study of subsequent concepts of mechanics. Our research aims at studying th...