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Search results with tag "Decoder architecture"
arXiv:1807.10165v1 [cs.CV] 18 Jul 2018
arxiv.orgthe encoder and decoder sub-networks, which, according to our experiments, can degrade segmentation performance. The other two recent related works are GridNet [3] and Mask-RCNN [4]. GridNet is an encoder-decoder architecture wherein the feature maps are wired in a grid fashion, generalizing several classical segmentation architectures. GridNet,
Rethinking Semantic Segmentation From a Sequence-to ...
openaccess.thecvf.coma fully-convolutional network (FCN) with an encoder-decoder architecture. The encoder progressively reduces the spatial resolution and learns more abstract/semantic visual concepts with larger receptive fields. Since context modeling is critical for segmentation, the latest efforts have been focused on increasing the receptive field, through ei-