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author:

Zhu, Minchen (Zhu, Minchen.) [1] | Wang, Weizhi (Wang, Weizhi.) [2] | Liu, Binghan (Liu, Binghan.) [3] | Huang, Jingshan (Huang, Jingshan.) [4]

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EI

Abstract:

Video panoramic image stitching is in general challenging because there is small overlapping between original images, and stitching processes are therefore extremely time consuming. We present a new algorithm in this paper. Our contribution can be summarized as a multiple-constraint corner matching process and the resultant faster image stitching. The traditional Random Sample Consensus (RANSAC) algorithm is inefficient, especially when stitching a large number of images and when these images have quite similar features. We first filter out many inappropriate corners according to their position information. An initial set of candidate matching-corner pairs is then generated based on grayscales of adjacent regions around each corner. Finally we apply multiple constraints, e.g., their midpoints, distances, and slopes, on every two candidate pairs to remove incorrectly matched pairs. Consequently, we are able to significantly reduce the number of iterations needed in RANSAC algorithm so that the panorama stitching can be performed in a much more efficient manner. Experimental results demonstrate that (i) our corner matching is three times faster than normalized cross-correlation function (NCC) rough match in traditional RANSAC algorithm and (ii) panoramas generated from our algorithm feature a smooth transition in overlapping image areas and satisfy human visual requirements. © 2013 Minchen Zhu et al.

Keyword:

Engineering Image processing Mathematical techniques

Community:

  • [ 1 ] [Zhu, Minchen]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian 350108, China
  • [ 2 ] [Wang, Weizhi]College of Civil Engineering, Fuzhou University, Fuzhou, Fujian 350108, China
  • [ 3 ] [Liu, Binghan]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian 350108, China
  • [ 4 ] [Huang, Jingshan]School of Computing, University of South Alabama, Mobile, AL 36688, United States

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Source :

Mathematical Problems in Engineering

ISSN: 1024-123X

Year: 2013

Volume: 2013

1 . 0 8 2

JCR@2013

1 . 4 3 0

JCR@2021

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 9

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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