Rethinking Semantic Segmentation: A Prototype View

Prevalent semantic segmentation solutions, despite their different network designs (FCN based or attention based) and mask decoding strategies (parametric softmax based or pixel-query based), can be placed in one category, by considering the softmax weights or query vectors as learnable class protot...

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Bibliographic Details
Main Authors: Zhou, Tianfei, Wang, Wenguan, Konukoglu, Ender, Van Goo, Luc
Format: Conference Proceeding
Language:English
Subjects:
Computational modeling
Computer vision
grouping and shape analysis
Scene analysis and understanding
Image analysis
Prototypes
Segmentation
Semantics
Shape
Training
Online Access:Request full text
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