Learning to Count Objects with Few Exemplar Annotations

arXiv: Computer Vision and Pattern Recognition, 2019.

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Abstract:

In this paper, we study the problem of object counting with incomplete annotations. Based on the observation that in many object counting problems the target objects are normally repeated and highly similar to each other, we are particularly interested in the setting when only a few exemplar annotations are provided. Directly applying o...More

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