"Optical imaging"

Two-stream deep encoder-decoder architecture for fully automatic video object segmentation

We propose a two-stream Deep Encoder-Decoder architecture to tackle the task of fully automatic video object segmentation. Both two streams, i.e., ImSeg-Stream (for static image segmentation) and MoSeg-Stream (for optical flow segmentation), hold the …

Two-stream recurrent convolutional neural networks for video saliency estimation

Recently, research has emphasized the need for video saliency estimation since its application covers a large domain. Traditional saliency prediction methods for video based on hand-crafted visual features lead to slow speed and ineffective results. …