Image segmentation of camouflaged objects
Image segmentation of camouflaged objects
Anabranch Network for Camouflaged Object Segmentation
arXiv paper abstract https://arxiv.org/abs/2105.09451v1
arXiv PDF paper https://arxiv.org/pdf/2105.09451v1.pdf
Camouflaged Object dataset https://sites.google.com/view/ltnghia/research/camo
… provide a new image dataset of camouflaged objects for benchmarking purposes.
… propose a general end-to-end network, called the Anabranch Network, that leverages both classification and segmentation tasks.
… predict the probability of containing camouflaged object(s) in an image, which is then fused into the main branch for segmentation to boost up the segmentation accuracy. Extensive experiments conducted on the newly built dataset demonstrate the effectiveness of our network using various fully convolutional networks.
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