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Glite Dictionary
🌐 All-encompassing 🖼️ Full-image labeling
panoptic

panoptic

9.8
Giving each small part of an image a label for what it is and which object it belongs to
  • adjective
  • /pæˈnɒptɪk/
  • Specialized
translation icon : panóptico
  • Recent papers propose a panoptic model that labels every pixel with a class and instance ID.

Examples

  • Engineers used a panoptic approach to improve object detection and scene understanding for self-driving cars.

  • The dataset includes annotations designed for evaluating panoptic performance across both stuff and thing classes.

  • The panoptic model improved the accuracy of image recognition.

  • Researchers are developing panoptic algorithms for better segmentation.

  • Recent papers propose a panoptic model that labels each pixel with both a semantic class and an instance ID.

  • The researchers applied a panoptic method to assign comprehensive labels to every pixel in the image.

  • Using a panoptic approach, the software can identify and classify every object in a single output.

Surface Forms

panoptic positive

Morphology

panoptic = optic (semi-transparent) = pan + optic

Formed by pan- + optic in a standard way, but the meaning is a domain-specific technicalization (computer vision) rather than a simple everyday adjective.

Etymology

Panoptic in computer vision comes from the parts pan- meaning 'all' and optic meaning 'seeing', like in panorama. So a panoptic approach 'sees' every part of an image at once by labeling all objects and the background together.