We demonstrate spectral super-resolution both for conventional RGB images and for multi-spectral satellite data, outperforming the state-of-the-art. 展开 关键词: Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning ...
An AI-assisted upscaling mode, called PlayStation Spectral Super Resolution, works across the whole game library but requires games to update via a patch, adding in details to upscale to 4K. It'll also work on PSVR 2 games in the future, Cerny said. Getting a look at ray-tracing upgrades...
recommendations for deploying super-resolution algorithms foragro-detection problems. Another conclusion states that super-resolution algorithms can be used for learningmissing spectral channels, and that their usage may result in some desired side-effects such as channels’ synchro-nization.This technical ...
An efficient CNN for spectral reconstruction from RGB images Recently, the example-based single image spectral reconstruction from RGB images task, aka, spectral super-resolution was approached by means of deep learn... YB Can,R Timofte 被引量: 0发表: 2018年 Two-Photon Microscopy for Non-Invasi...
Finally, the PS5 Pro will utilize AI-driven upscaling or PlayStation Spectral Super Resolution (PSSR). It seems as though this will work similarly to existing upscaling solutions likeNvidia’s DLSS andAMDFSR, upscaling an image using AI technology in order to deliver great image clari...
Advances in machine learning technology have made efficient Super-Resolution Image Reconstruction (SRIR) possible. In this paper, we advance a hierarchical support vector machine (HSVM) to learn representative features of both training and test Low-Resolution (LR) image patches. Then a sparse manifol...
Its exquisite combination of effective area, spectral resolution, and excellent performance over two decades has enabled transformational science and important discoveries such as the lack of strong cooling flows, the constraints on ICM turbulence, and cooling–heating balance. The ability of RGS to ...
Perspectives and recent advances in super-resolution spectroscopy: Stochastic and disordered-based approaches Spectroscopic applications are characterized by the constant effort to combine high spectral resolution with large bandwidth. A trade-off typically exists ... A Boschetti,L Pattelli,R Torre,......
Nevertheless, techniques such as scanning transmission X-ray microscopy which offer slightly lower spatial resolution (ca. 25 nm) but enabled more detailed mapping of spectral features (i.e. have richer chemical information) are equally important for cheminformatics. In this work, the original ...
Remoteensing imageusionan integratehepatial detailf panchromatic (PAN) imagendhepectral informationf low-resolutionultispectral (MS) imageo produceusedS im... Yin,Fang - 《IEEE Transactions on Geoscience & Remote Sensing》 被引量: 176发表: 2013年 Contour tracking in echocardiographic sequences via...