image video quality enhancement platform
SUPERNOVA: A Deep Learning Based Image/Video Quality Enhancement Platform
Both demand and accessibility for image and video media services is increasing day-by-day. Several IPTV/OTT based media services are becoming available through the internet. Media content quality is an essential topic of concern as there is still a lot of low-quality media content that needs to be enhanced. Degradation of image/ video content is mainly due to the quantization during the lengthy coding process. This degradation becomes significantly worse as customers are located where the transmission bandwidth becomes narrower because the bitrate for the encoded media contents' bitstream becomes lower in this environment. Another degradation case is when the spatial resolution for the delivered image/video is too small for customers to watch with their FHD or 4-K display.