A fast stitching method for container images using texture and weighted speed

Meng, Quanling and Zhang, Mengqin and Zhang, Weigang (2019) A fast stitching method for container images using texture and weighted speed. In: Mobimedia 2019, 29-30 Oct 2019, Wehai, China.

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Abstract

With the rapid development of oceans economy, a huge number of shipping containers are transported are transported all around the world. To reduce the risk of container damage during transportation, existing solutions mainly rely on human beings to observe the container appearance before or after it enters a dock, which is time-consuming and inaccurate. To solve this problem, one intelligent approach is to develop an automatic container damage detection framework based on computer vision techniques. But how to obtain the panorama images for container damage detection is a challenging issue. In this paper, a real-time container panorama producing system is developed based on container ssurveillance videos, which is implemented by container image stitching with texture features. When there is no reliable offset, the weighted speed for splicing is used. Experimental results indicate that the developed system could achieve approving results and in a real-time manner.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: container; computer vision; image stitching; weighted speed
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
QA75 Electronic computers. Computer science
Depositing User: EAI Editor I.
Date Deposited: 09 Sep 2020 07:00
Last Modified: 09 Sep 2020 07:00
URI: https://eprints.eudl.eu/id/eprint/85

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