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Image segmentation of camouflaged objects

Image segmentation of camouflaged objects


Anabranch Network for Camouflaged Object Segmentation




... 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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