Efficient Implementation of Image Registration Based on Feature Tracking

Image registration is a process of overlaying various images of a scene. This process has four basic steps. In this work we have replaced a feature matching step with efficient and fast feature tracking. Several problems, arose due to this technique, are discussed and their solutions are proposed. T...

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Bibliographic Details
Main Authors: Shah, Syed Aamir Ali, Manzoor, M Asif, Farooq, M, Shah, Arif Ali, Bais, Abdul, Yahya, K M, Hassan, G M
Format: Conference Proceeding
Language:English
Subjects:
Computer vision
Detectors
Feature extraction
Image registration
Pattern recognition
Remote sensing
Transforms
Online Access:Request full text
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Description
Summary:Image registration is a process of overlaying various images of a scene. This process has four basic steps. In this work we have replaced a feature matching step with efficient and fast feature tracking. Several problems, arose due to this technique, are discussed and their solutions are proposed. The proposed algorithm is then tested on various sequences of images.
ISSN:2161-9646
DOI:10.1109/WICOM.2010.5600590