A Fast Image Stitching Algorithm via Multiple-Constraint Corner Matching

المؤلفون المشاركون

Zhu, Minchen
Wang, Weizhi
Liu, Binghan
Huang, Jingshan

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2013، العدد 2013 (31 ديسمبر/كانون الأول 2013)، ص ص. 1-6، 6ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2013-11-11

دولة النشر

مصر

عدد الصفحات

6

التخصصات الرئيسية

هندسة مدنية

الملخص EN

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.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Zhu, Minchen& Wang, Weizhi& Liu, Binghan& Huang, Jingshan. 2013. A Fast Image Stitching Algorithm via Multiple-Constraint Corner Matching. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-6.
https://search.emarefa.net/detail/BIM-1008558

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Zhu, Minchen…[et al.]. A Fast Image Stitching Algorithm via Multiple-Constraint Corner Matching. Mathematical Problems in Engineering No. 2013 (2013), pp.1-6.
https://search.emarefa.net/detail/BIM-1008558

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Zhu, Minchen& Wang, Weizhi& Liu, Binghan& Huang, Jingshan. A Fast Image Stitching Algorithm via Multiple-Constraint Corner Matching. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-6.
https://search.emarefa.net/detail/BIM-1008558

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1008558