Patchwork - A Patch-Wise Attention Network for Efficient Object Detection and Segmentation in Video Streams
ICCV, pp. 3414-3423, 2019.
Recent advances in single-frame object detection and segmentation techniques have motivated a wide range of works to extend these methods to process video streams. In this paper, we explore the idea of hard attention aimed for latency-sensitive applications. Instead of reasoning about every frame separately, our method selects and only ...More
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