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„… – Embedded Computer Vision – Advanced Driver Assistance Systems – Automated Driving This thesis investigates …” „… Fundamental Background 8 2.1 Advances in CNN architectures for image processing . . . . . . . . . . . 8 2.2 …” „… network CPU central processing unit CRF conditional random field CUDA compute unified device architecture …”

„… solution are at the core of any image processing or general machine learning system. This immediately …” „… image processing should have a hierarchical structure. In fact, this corresponds well to the outlined …” „… discussed inherent hierarchical structure of useful and expressive features in image processing. The …”

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„… processing, transformer networks haverecently shown encouraging results in computer vision by treating images …” „… thesis contributes significantly to the fields of surface metrol-ogy and computer vision, broadening the …” „… Chapter 6Conclusion and Outlook6.1 ConclusionImage registration plays a crucial role in a variety …”

„… extensively employed in diverse disciplines, including com-puter vision, photogrammetry, remote sensing, and …” „… common challenge in image processing [31]. A41.2 Related Worksimilar approach was pursued by Abche et al …” „… multiple, high-resolution, overlapping, individual measurements through atechnique called image stitching …”

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„… Videosignale. Die Encoderlaufzeit wird als Prozessor-, engl. Central Processing Unit (CPU)-, Zeit4 gemessen …” „… Datenbanken, die häufig für die Evaluierung von Bildcodierungsverfahren verwendet werden: die Kodak Image …” „… Dataset (KODIM) und die University of Southern California - Signal and Information Processing Institute …”