The streaming encoder/decoder is a standalone device that converts one channel of SDI or HDMI to or from NDI HX formats. For users who need a 4Kp60 NDI HX encoder, it offers a configurable encoding ...

In this article, we propose the first semi-supervised transformer-based framework for tree ... designed to utilize the robust features from the encoder to estimate tree density maps in the decoder.

We developed a deep-learning pipeline using a U-Net–type encoder–decoder architecture for precise pixel-level CTC discrimination in peripheral blood nucleated cells (PBNCs). This method preserves ...

The existing deep learning based reversible data hiding (RDH) predictors typically adopt standard convolutions for extracting features, which inherently fails to capture contextual information across ...