Share Email Print

Proceedings Paper

A robust and fast approach for multiple image components stitching
Author(s): Mustafa Jaber; Eli Saber; Mark Shaw; Jim Hewitt
Format Member Price Non-Member Price
PDF $14.40 $18.00
cover GOOD NEWS! Your organization subscribes to the SPIE Digital Library. You may be able to download this paper for free. Check Access

Paper Abstract

In this paper, we present an algorithm for image stitching that avoids performance hindrance and memory issues in diverse image processing applications/ environments. High-resolution images could be cut into smaller pieces by various applications for ease of processing, especially if they are sent over a computer network. Image pieces (from several highresolution images) could be stored as a single image-set with no information about the original images. We propose a robust stitching methodology to reconstruct the original high-resolution image(s) from a target image-set that contains components of various sizes and resolutions. The proposed algorithm consists of three major modules. The first step sorts image pieces into different planes according to their spatial position, size, and resolution. It avoids sorting overlapped pieces of the same resolution in the same plane. The second module sorts the pieces from different planes according to their content by minimizing a cost function based on Mean Absolute Difference (MAD). The third module relates neighboring pieces and determines output images. The proposed algorithm could be used at a pre-processing stage in applications such as rendering, enhancement, retrieval etc, as these cannot be carried out without access to original images as individual whole components.

Paper Details

Date Published: 8 February 2010
PDF: 10 pages
Proc. SPIE 7532, Image Processing: Algorithms and Systems VIII, 753209 (8 February 2010); doi: 10.1117/12.839098
Show Author Affiliations
Mustafa Jaber, Rochester Institute of Technology (United States)
Eli Saber, Rochester Institute of Technology (United States)
Mark Shaw, Hewlett-Packard Corp. (United States)
Jim Hewitt, Hewlett-Packard Corp. (United States)

Published in SPIE Proceedings Vol. 7532:
Image Processing: Algorithms and Systems VIII
Jaakko T. Astola; Karen O. Egiazarian, Editor(s)

© SPIE. Terms of Use
Back to Top