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Localizing Common Objects Using Common Component Activation Map
AbstractIn this work, we propose an approach to localize common objects from novel object categories in a set of images. We solve this problem using a new common component activation map (CCAM) in which we treat the class-specific activation maps (CAM) as components to discover the com- mon components in the image set. We show that our approach can generalize on novel object categories in our experiments.
Related Material
[pdf][bibtex]@InProceedings{Li_2019_CVPR_Workshops,
author = {Li, Weihao and Hosseini Jafari, Omid and Rother, Carsten},
title = {Localizing Common Objects Using Common Component Activation Map},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
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