Deep Patch Learning for Weakly Supervised Object Classification and Discovery

Pattern Recognition, pp. 446-459, 2017.

Cited by: 54|Views20
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Abstract:

•We propose to integrate different patch-based object classification stages into a weakly supervised deep CNN framework.•We integrate the two MIL constraints into the loss of our deep CNN framework for object discovery.•We embed object classification and discovery into a multi-task CNN, and demonstrate they are complementary.•Our method D...More

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