Reconstruction-Free Compressive Vision for Surveillance A...
Braun, Henry / Turaga, Pavan / Tepedelenlioglu, Cihan / Katoch, Sameeksha / Jayasuriya, Suren / Spanias, Andreas
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 compute...