Nature

Dual encoder–decoder-based deep polyp segmentation network for colonoscopy images

Colorectal cancer (CRC) is a form of cancer that impacts the large intestine, constituting one of the most severe and most common forms of cancer. 5-year survival rates depend on a variety of ...
NHK

8K 120-Hz Video Real-Time Encoder and Decoder

In this paper, we introduce the world’s first 8K 120-Hz video real-time encoder and decoder that complies with ARIB STD-B32 1) . We evaluated the coding efficiency and demonstrated that 8K 120-Hz ...
Nature

Effective encoder-decoder network for pupil light reflex segmentation in facial photographs of ptosis patients

Accurate segmentation of pupil light reflexes is essential for the reliable assessment of ptosis severity, a condition characterized by the drooping of the upper eyelid. This study introduces a novel ...