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Remote Sensing

全景感知

Panoptic Perception

A comprehensive computer vision task that simultaneously segments and classifies every pixel in an image into semantic categories and instance-specific objects. / 一种综合性的计算机视觉任务,旨在同时将图像中的每个像素分割并分类为语义类别和特定的实例对象。

Knowledge type
实际应用
First proposed or discovered
Proposer
Turkey Farm member
Creator
农场主
Last updated
2026-11-05 18:05:27
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Sub-knowledge points

Semantic Segmentation / 工艺技术Instance SegmentationMultimodal FusionFine-grained Recognition

Higher-order knowledge points

Main parameters and performance indicators

Image Input: Remote sensing imageryTask: Simultaneous semantic and instance segmentationOutput: Unified pixel-wise classification

Open problems

Adaptive consistency learningFine-grained multimodal fusion

Related literature

ranked by community stars
Adaptive consistency learning for fine-grained multimodal panoptic perception of remote sensing imagesOpen source

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Creation and modification trail

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automated knowledge publish农场主2026-11-05 18:05:27

Record title: Panoptic Perception.