Abstract: Downsampled sparse point clouds are beneficial for data transmission and storage, but they are detrimental for semantic tasks due to information loss. In this paper, we examine an upsampling ...
Abstract: A spatial upsampling method for the head-related transfer function (HRTF) using deep neural networks (DNNs), consisting of an autoencoder conditioned on the source position and frequency, is ...
Intel XeSS is an exciting development in the world of upscaling PC games. This technology is finally out, and we’ve tested it extensively to give you a full overview of how it can improve your gaming ...
The big picture: With FSR 4, AMD has finally integrated machine learning into its upscaler, following in the footsteps of Nvidia DLSS and Intel XeSS. Previous versions relied on spatial and temporal ...
Digital upconverters (DUCs) and digital downconverters (DDCs) are important components of every modern wireless base station design. While many DUC and DDC designs are available, there is a clear call ...
Project Res-Up can dramatically increase resolution and add natural-looking details like highlights and skin creases to breathe new life into old videos and GIFs. Project Res-Up can dramatically ...
A key challenge in the field of digital audio processing is audio super-resolution. It aims to enhance the quality of audio signals by anticipating and incorporating missing high-frequency components ...
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