2-D Object Recognition Approach using Wavelet Transform
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2018, Vol 9, Issue 3
Abstract
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 recognize various objects from images being captured by cameras. This paper presents 2-D image object recognition approach using Daubechies (Db10) wavelet transform. Firstly, an edge detection is carried out to delineate objects from the images. Secondly, shape moments have been used for object recognition. For testing purpose, different geometrical shapes such as rectangle, circle, triangle and pattern have been selected for image analysis. Simulation has been performed using MATLAB, and obtained results showed that it accurately identifies the objects. The research goal was to test 2-D images for object recognition.
Authors and Affiliations
Kamelsh Kumar, Riaz Ahmed Shaikh, Rafaqat Hussain Arain, Safdar Ali Shah
Keywords
Related Articles
- EP ID EP278264
- DOI 10.14569/IJACSA.2018.090333
- Views 97
- Downloads 0
Design of Frequency Reconfigurable Multiband Meander Antenna Using Varactor Diode for Wireless Communication
A compact multiband frequency reconfigurable meander antenna proposed for wireless communication systems is designed and described in this paper. A folded structure has been chosen due its good tradeoff between size, ban...
Kit-Build Concept Map with Confidence Tagging in Practical Uses for Assessing the Understanding of Learners
An answer of a learner can be interpreted as a learning evidence for demonstrating the understanding of the learner, while a confidence on the answer represents the belief of the learner as the degree of understanding. I...
U Patch Antenna using Variable Substrates for Wireless Communication Systems
Due to their smaller size and light weighted structures patch antennas are frequently now used in GPS transmitters and receivers and throughout modern communication technology. In this paper a miniaturaized patch antenna...
QoS Parameters Investigations and Load Intensity Analysis, (A Case for Reengineered DCN)
This paper presents the simulation results on Reengineered DCN model considering Quality of Service (QoS) parameters in a homogeneous network for enterprise web application support. To make it feasible for the comp...
Verifiable Search Over Updatable Encrypted Data in Cloud Computing
With all the benefits from cloud computing, there are negative influences for the data trust and integrity since clients lose control over the outsourced data in clouds. We propose a verification scheme that supports key...