Feature Based Correspondence: A Comparative Study on Image Matching Algorithms
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2016, Vol 7, Issue 3
Abstract
Image matching and recognition are the crux of computer vision and have a major part to play in everyday lives. From industrial robots to surveillance cameras, from autonomous vehicles to medical imaging and from missile guidance to space exploration vehicles computer vision and hence image matching is embedded in our lives. This communication presents a comparative study on the prevalent matching algorithms, addressing their restrictions and providing a criterion to define the level of efficiency likely to be expected from an algorithm. The study includes the feature detection and matching techniques used by these prevalent algorithms to allow a deeper insight. The chief aim of the study is to deliver a source of comprehensive reference for the researchers involved in image matching, regardless of specific applications.
Authors and Affiliations
Usman Babri, Munim Tanvir, Khurram Khurshid
Keywords
Related Articles
- EP ID EP90597
- DOI 10.14569/IJACSA.2016.070329
- Views 84
- Downloads 0
Evaluation and Analysis of Bio-Inspired Optimization Techniques for Bill Estimation in Fog Computing
In light of constant developments in the realm of Information Communication and Technologies, large-scale busi-nesses and Internet service providers have realized the limitation of data storage capacity available to them...
A Novel Big Data Storage Model for Protein-Protein Interaction and Gene-Protein Associations
NGS (Next Generation Sequencing) technology has resulted in huge amount of proteomics data that exists in the form of interactions (protein-protein, gene-protein, and gene-disease). ETL (Extraction, Transformation, and L...
Smile Detection Tool using OpenCV-Python to Measure Response in Human-Robot Interaction with Animal Robot PARO
Human-robot interaction (HRI) is a field of study that defines the relationship between humans and robot. In robot-assisted mental healthcare, there is still a lack in the methodology especially in evaluating the outcome...
An Authorization Mechanism for Access Control of Resources in the Web Services Paradigm
With the increase in web based enterprise services, there is an increasing trend among business enterprises to migrate to web services platform. Web services paradigm poses a number of new security challenges, which can...
Cadastral and Tea Production Management System with Wireless Sensor Network, GIS based System and IoT Technology
Cadastral and tea production management system utilizing wireless sensor network of Internet of Things (IoT) technology is proposed. To improve efficiency of tea productions, cadastral management and tea production proce...