Object condensation: one-stage grid-free multi-object reconstruction in physics detectors, graph, and image data
Abstract High-energy physics detectors, images, and point clouds share many similarities in terms of object detection. However, while detecting an unknown number of objects in an image is well established in computer vision, even machine learning assisted object reconstruction algorithms in particle...
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| Format: | Article |
| Language: | English |
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SpringerOpen
2020-09-01
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| Series: | European Physical Journal C: Particles and Fields |
| Online Access: | http://link.springer.com/article/10.1140/epjc/s10052-020-08461-2 |