The recently adopted image coding standard JPEG AI uses neural networks to encode images efficiently. In doing so, it achieves a comparatively low bitrate while maintaining high image quality. Both in classical and learning-based coding, it has been shown that techniques that adaptively respond to image content enable higher compression rates.
Description
The majority of the plastic waste produced is thermally recycled, i.e. incinerated. The reason for this is that the plastics often cannot be properly identified. Multispectral imaging enables clear classification. So-called camera arrays are used for this purpose; filters in differen...
Description
Multispectral camera arrays are widely used in various applications, such as material classification or remote sensing. In such array setups, the cameras are equipped with infrared filters, each capturing a different spectral range. However, as the wavelength increases, the recorded ...
Recent advances in computation power along with the availability of vast amount of data is a key enabler towardstraining the next generation of large deep neural networks comprising billions of learnable parameters. This category of networks is commonly known as foundation models. Foundation models ...
