PiCIE: Unsupervised Semantic Segmentation Using Invariance and Equivariance in Clustering
CoRR(2021)
Key words
pixel-wise feature similarity,high-level semantic concepts,geometric consistency,invariance,equivariance,photometric variations,geometric variations,novel learning objective,unsupervised semantic segmentation,off-the-shelf clustering methods,curated label,single-label,objectcentric images,real-world data,multilabel,scene-centric,assign separate cluster membership,pixel-level feature clustering
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