An Image Mosaic Method Based on SIFT Feature Matching

Author:

Cao Li Jing1,Lv Ming1

Affiliation:

1. National University of Defense Technology

Abstract

This paper concerns the problem of image mosaic. An image matching method based on SIFT features and an image blending method of improved Hat function are proposed in the paper. SIFT feature is local feature and keeps invariant to scale zoom, rotation and illumination. It is also insensitive to noise, view point changing and so on. Because of this our method is insensitive to orientation, scale and illumination of input images, so it’s possible to accomplish image mosaic between arbitrary matching images and the Hat function blending algorithm with global intensity revise makes the mosaic image accepted by human eyes.

Publisher

Trans Tech Publications, Ltd.

Subject

General Engineering

Reference11 articles.

1. XIA Chao-gui, LI Er-sen, LIU Zhi: An Automatic Image Mosaic Method Based on the SIFT Feature Matching, Hydrographic Surveying and Charting Vol. 30 (2010), pp.66-69.

2. LI Hui-xing: An Image Mosaic Algorithm Research, Master thesis of Huazhong University of Science& Technology, (2006), p.22.

3. Information on http: / cseweb. ucsd. edu.

4. André Rocha, Ricardo Ferreira, Aurélio Campilho: Image Mosaicing using Corner Detection, on http: / homepage. esoterica. pt/~rscf/docs.

5. Zheng Yongbin, Huang Xinsheng, and Feng Songjiang: An Image Matching Algorithm Based on Combination of SIFT and the Rotation Invariant LBP, Journal of Computer-Aided Design& Computer Graphics Vol. 22(2010), pp.286-292.

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