Recent Advances in Image Restoration with Applications to Real World Problems

In the past few decades, imaging hardware has improved tremendously in terms of resolution, making widespread usage of images in many diverse applications on Earth and planetary missions. However, practical issues associated with image acquisition are still affecting image quality. Some of these iss...

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Övriga skapare: Kwan, Chiman (Utgivare, redaktör, sammanställare)
Materialtyp: Elektronisk Bokavsnitt
Språk:engelska
Publicerad: IntechOpen 2020
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Beskrivning
Sammanfattning:In the past few decades, imaging hardware has improved tremendously in terms of resolution, making widespread usage of images in many diverse applications on Earth and planetary missions. However, practical issues associated with image acquisition are still affecting image quality. Some of these issues such as blurring, measurement noise, mosaicing artifacts, low spatial or spectral resolution, etc. can seriously affect the accuracy of the aforementioned applications. This book intends to provide the reader with a glimpse of the latest developments and recent advances in image restoration, which includes image super-resolution, image fusion to enhance spatial, spectral resolution, and temporal resolutions, and the generation of synthetic images using deep learning techniques. Some practical applications are also included.
Fysisk beskrivning:1 electronic resource (178 p.)
ISBN:intechopen.90607
9781839683565
9781839683558
9781839683572
Tillgång:Open Access