Web: http://arxiv.org/abs/2201.04019

Jan. 12, 2022, 2:10 a.m. | Zipeng Qin, Jianbo Liu, Xiaolin Zhang, Maoqing Tian, Aojun Zhou, Shuai Yi, Hongsheng Li

cs.CV updates on arXiv.org arxiv.org

The recently proposed MaskFormer \cite{maskformer} gives a refreshed
perspective on the task of semantic segmentation: it shifts from the popular
pixel-level classification paradigm to a mask-level classification method. In
essence, it generates paired probabilities and masks corresponding to category
segments and combines them during inference for the segmentation maps. The
segmentation quality thus relies on how well the queries can capture the
semantic information for categories and their spatial locations within the
images. In our study, we find that per-mask classification decoder on top of a
single-scale feature is not …

arxiv cv for segmentation semantic transformer

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