High-resolution image reconstruction from a low-resolution image sequence in the presence of time-varying motion blur

We address the problem of reconstruction of a high-resolution image from a sequence of low-resolution images containing arbitrary relative motion, excluding occlusion effects. We develop a formulation that simultaneously takes into account blurring due to relative sensor-object motion, sensor integr...

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Bibliographic Details
Published inImage Processing, 1994 International Conference on Vol. 1; pp. 343 - 347 vol.1
Main Authors Patti, A.J., Ibrahim Sezan, M., Murat Tekalp, A.
Format Conference Proceeding
LanguageEnglish
Published IEEE Comput. Soc. Press 1994
Subjects
Apertures
Charge-coupled image sensors
Degradation
Frequency domain analysis
Image reconstruction
Image resolution
Image sampling
Image sensors
Image sequences
Sensor arrays
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ISBN0818669527
9780818669521
DOI10.1109/ICIP.1994.413332

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Summary:We address the problem of reconstruction of a high-resolution image from a sequence of low-resolution images containing arbitrary relative motion, excluding occlusion effects. We develop a formulation that simultaneously takes into account blurring due to relative sensor-object motion, sensor integration, and additive noise. We propose a POCS-based algorithm for performing the high-resolution reconstruction, and provide experimental results.< >
ISBN:0818669527
9780818669521
DOI:10.1109/ICIP.1994.413332