Survey of panoptic image segmentation for objects and regions
Survey of panoptic image segmentation for objects and regions
Panoptic Segmentation: A Review
arXiv paper abstract https://arxiv.org/abs/2111.10250
arXiv PDF paper https://arxiv.org/ftp/arxiv/papers/2111/2111.10250.pdf
Image segmentation for video analysis plays an essential role in different research fields such as smart city, healthcare, computer vision and geoscience, and remote sensing applications.
... one of the latest outstanding achievements is panoptic segmentation. ... resulted from the fusion of semantic and instance segmentation.
... this paper the first comprehensive review of existing panoptic segmentation ...
... Accordingly, a well-defined taxonomy of existing panoptic techniques is performed
... segmentation for annotating new datasets by pseudo-labeling is discussed. ... evaluation metrics suitable for segmentation are discussed
... comparison of the performance of existing solutions is provided to inform the state-of-the-art and identify their limitations and strengths.
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