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Hybrid CPU-GPU acceleration of a multithreaded image stitching algorithm
(IEEE, 2022)
Real-time image stitching is critical, especially in un-manned aerial vehicles, and its acceleration has received attention in recent years. This paper describes an image stitching acceleration scheme for heterogeneous ...
Using deep compression on PyTorch models for autonomous systems
(IEEE, 2022)
Applications of artificial neural networks on low-cost embedded systems and microcontrollers (MCUs), has recently been attracting more attention than ever. Since MCUs have limited memory capacity as well as limited ...
HM-net: A regression network for object center detection and tracking on wide area motion imagery
(IEEE, 2022)
Wide Area Motion Imagery (WAMI) yields high resolution images with a large number of extremely small objects. Target objects have large spatial displacements throughout consecutive frames. This nature of WAMI images makes ...
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