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DOD-CNN: Doubly-injecting Object Information for Event Recognition
[article]
2019
arXiv
pre-print
Recognizing an event in an image can be enhanced by detecting relevant objects in two ways: 1) indirectly utilizing object detection information within the unified architecture or 2) directly making use of the object detection output results. We introduce a novel approach, referred to as Doubly-injected Object Detection CNN (DOD-CNN), exploiting the object information in both ways for the task of event recognition. The structure of this network is inspired by the Integrated Object Detection CNN
arXiv:1811.02910v2
fatcat:cto6nzicqja5xpjvxt467lhuze