Dynamic Zoom-in Network for Fast Object Detection in Large Images
computer vision and pattern recognition, 2018.
We introduce a generic framework that reduces the computational cost of object detection while retaining accuracy for scenarios where objects with varied sizes appear in high resolution images. Detection progresses in a coarse-to-fine manner, first on a down-sampled version of the image and then on a sequence of higher resolution regions ...More
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