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IEEE Transactions on Pattern Analysis and Machine Intelligence
Article . 2009 . Peer-reviewed
License: IEEE Copyright
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HKU Scholars Hub
Article . 2011
Data sources: HKU Scholars Hub
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Self-Calibration of Turntable Sequences from Silhouettes

Authors: Wong, KYK; Zhang, H;

Self-Calibration of Turntable Sequences from Silhouettes

Abstract

This paper addresses the problem of recovering both the intrinsic and extrinsic parameters of a camera from the silhouettes of an object in a turntable sequence. Previous silhouette-based approaches have exploited correspondences induced by epipolar tangents to estimate the image invariants under turntable motion and achieved a weak calibration of the cameras. It is known that the fundamental matrix relating any two views in a turntable sequence can be expressed explicitly in terms of the image invariants, the rotation angle, and a fixed scalar. It will be shown that the imaged circular points for the turntable plane can also be formulated in terms of the same image invariants and fixed scalar. This allows the imaged circular points to be recovered directly from the estimated image invariants, and provide constraints for the estimation of the imaged absolute conic. The camera calibration matrix can thus be recovered. A robust method for estimating the fixed scalar from image triplets is introduced, and a method for recovering the rotation angles using the estimated imaged circular points and epipoles is presented. Using the estimated camera intrinsics and extrinsics, a Euclidean reconstruction can be obtained. Experimental results on real data sequences are presented, which demonstrate the high precision achieved by the proposed method.

Related Organizations
Keywords

Imaging, Three-Dimensional - methods, Video Recording, Pattern Recognition, Image Interpretation, Computer-Assisted - methods, Imaging, Pattern Recognition, Automated, Camera calibration, Automated - methods, Motion, Imaging, Three-Dimensional, Artificial Intelligence, Image Interpretation, Computer-Assisted, Computer Simulation, 3D/stereo scene analysis, Image Interpretation, Shape, Stereo, Models, Theoretical, Image Enhancement, 004, Calibration, Pattern Recognition, Automated - methods, Computer-Assisted - methods, Algorithms, Three-Dimensional - methods

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    popularity
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    Top 10%
    influence
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
20
Top 10%
Top 10%
Average
bronze