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6 July 1998 Estimation of rotation between two frames of a scene
Volkan Atalay, M. Ugur Yilmaz
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Proceedings Volume 3387, Visual Information Processing VII; (1998) https://doi.org/10.1117/12.316414
Event: Aerospace/Defense Sensing and Controls, 1998, Orlando, FL, United States
Abstract
An algorithm is proposed in order to estimate the rotation between two frames of a scene. Only linear segments and their geometric attributes are used and the algorithm is based on the correlation of the slope angle histograms of linear segments extracted from two frames. The basic idea is that from one frame to the other, if the camera rotates (theta) r degrees, linear segments will also be rotated by (theta) r degrees. In order to alleviate computational complexity a coarse to fine approach is proposed. The algorithm can be employed for image analysis tasks such as matching, registration, mosaicing images. Targeted applications are mainly in the domain of aerial images of man-made sites, and they cover the analysis of time-varying images. The algorithm is tested on both synthetic and real images. Synthetic frames are generated by a program which simulates, via its parameters similar effects as real images have.
© (1998) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
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Volkan Atalay and M. Ugur Yilmaz "Estimation of rotation between two frames of a scene", Proc. SPIE 3387, Visual Information Processing VII, (6 July 1998); https://doi.org/10.1117/12.316414
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KEYWORDS
Image segmentation
Image processing algorithms and systems
Detection and tracking algorithms
Image analysis
Cameras
Control systems
Computer simulations
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