Deep Learning Methods for Streaming Image Reconstruction in Fixed-camera Settings
Många kameror sitter fast monterade och filmar samma plats varje dag. Tänk om kameror kunde tränas till att minnas vad de sett?A streaming video reconstruction system is described and implemented as a convolutional neural network. The system performs combined 2x super-resolution and H.264 artefacts removal with a processing speed of about 6 frames per second at 1920×1080 output resolution on current workstation-grade hardware. In 4x super-resolution mode, the system can output 3840×2160 video at a similar rate. The base s