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Yecheng Huang

2 accepted papers

2023

Adaptive Sparse Convolutional Networks With Global Context Enhancement for Faster Object Detection on Drone Images

CVPR 2023poster

Object detection on drone images with low-latency is an important but challenging task on the resource-constrained unmanned aerial vehicle (UAV) platform. This paper investigates optimizing the detection head based on the sparse convolution, which proves effective in balancing the accuracy and effic…

2022

UFPMP-Det:Toward Accurate and Efficient Object Detection on Drone Imagery

AAAI 2022technical

This paper proposes a novel approach to object detection on drone imagery, namely Multi-Proxy Detection Network with Unified Foreground Packing (UFPMP-Det). To deal with the numerous instances of very small scales, different from the common solution that divides the high-resolution input image into…