Panoptic Segmentation

We propose and study a task we name panoptic segmentation (PS). Panoptic segmentation unifies the typically distinct tasks of semantic segmentation (assign a class label to each pixel) and instance segmentation (detect and segment each object instance). The proposed task requires generating a cohere...

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Bibliographic Details
Main Authors: Kirillov, Alexander, He, Kaiming, Girshick, Ross, Rother, Carsten, Dollar, Piotr
Format: Conference Proceeding
Language:English
Subjects:
Categorization
Computer vision
Grouping and Shape
Image recognition
Instance segmentation
Machine vision
Measurement
Pattern recognition
Recognition: Detection
Retrieval
Segmentation
Semantic segmentation
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