Reconstruction-Free Compressive Vision for Surveillance Applications
Compressed sensing (CS) allows signals and images to be reliably inferred from undersampled measurements.Exploiting CS allows the creation of new types of high-performance sensors including infrared cameras and magnetic resonance imaging systems. Advances in computer vision and deep learning have enabled new applications of automated systems. In this book, we introduce reconstruction-free compressive vision, where image processing and computer vision algorithms are embedded directly in the compressive domain, without the need for first reconstructing the measurements into images or video. Reconstruction of CS images is computationally expensi…
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Produktdetails
Weitere Autoren: Turaga, Pavan / Spanias, Andreas
- ISBN: 978-1-68173-556-6
- EAN: 9781681735566
- Produktnummer: 31665278
- Verlag: Morgan & Claypool
- Sprache: Englisch
- Erscheinungsjahr: 2019
- Seitenangabe: 100 S.
- Masse: H24.1 cm x B19.6 cm x D1.0 cm 403 g
- Gewicht: 403
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