"Image segmentation"

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 …

Learning dictionary via subspace segmentation for sparse representation

Sparse signal representation based on redundant dictionaries contributed to much progress in image processing in the past decades. But the common overcomplete dictionary model is not well structured and there is still no guideline for selecting the …