Many methods are known in literature to reconstruct the camera response function (RF), whether they use calibration chart or images of arbitrary scenes taken at different exposures. This works in case to have at one’s disposal a camera with enough exposure steps to capture the whole dynamic range of the scene, representatively. However, in case of entry-level or low quality cameras, the resolution in the shutter time range of variation could yield just a reduced set of samples. Here we propose additional constraints to a well known method to reconstruct a RF even in the case that just a reduced set of exposures is available. Extensive experiments carried out using both a low quality and a professional camera commonly used in computer vision applications show the improvement achieved by our method in the reconstructed RF in case of few samples.

A. Bevilacqua, A. Gherardi, L. Carozza (2008). A robust approach to reconstruct experimentally the camera response function. s.l : D.S.masmoudi, K. Djemal.

A robust approach to reconstruct experimentally the camera response function

BEVILACQUA, ALESSANDRO;GHERARDI, ALESSANDRO;CAROZZA, LUDOVICO
2008

Abstract

Many methods are known in literature to reconstruct the camera response function (RF), whether they use calibration chart or images of arbitrary scenes taken at different exposures. This works in case to have at one’s disposal a camera with enough exposure steps to capture the whole dynamic range of the scene, representatively. However, in case of entry-level or low quality cameras, the resolution in the shutter time range of variation could yield just a reduced set of samples. Here we propose additional constraints to a well known method to reconstruct a RF even in the case that just a reduced set of exposures is available. Extensive experiments carried out using both a low quality and a professional camera commonly used in computer vision applications show the improvement achieved by our method in the reconstructed RF in case of few samples.
2008
IEEE IPTA08 Proceedings
340
345
A. Bevilacqua, A. Gherardi, L. Carozza (2008). A robust approach to reconstruct experimentally the camera response function. s.l : D.S.masmoudi, K. Djemal.
A. Bevilacqua; A. Gherardi; L. Carozza
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/63828
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