We propose the Dual-Path Cross-Fusion Network (DPCF-Net), a medical image segmentation network based on a Dual-Path Cross-Fusion Encoder (DCF-Encoder) to address these issues. DCF-Encoder ...

Owing to the immense popularity of ray-tracing and path tracing rendering algorithms for visual effects, there has been a surge of interest in developing filtering and reconstruction methods to deal ...

Additionally, we propose using dual decoders to reconstruct dual views of an image, leveraging diverse perspectives while mitigating the over-reconstruction issue of anomalies in AD. Extensive ...