"Computer architecture"

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 …

Shot boundary detection using convolutional neural networks

Video shot boundary detection (SBD) is necessary for further video analysis like video retrieval and annotation. Great efforts have been made to develop SBD algorithms for speed and accuracy. Most works implement frame histogram as features to …