27 citations · 29 across the 3 of their papers we have counts for
3 papers
cs.CV2022★ 2 cited
Understanding the Impact of Image Quality and Distance of Objects to Object Detection Performance
Yu Hao, Haoyang Pei, Yixuan Lyu +4
Deep learning has made great strides for object detection in images. The detection accuracy and computational cost of object detection depend on the spatial resolution of an image,…
eess.IV2022
Feature Compression for Rate Constrained Object Detection on the Edge
Zhongzheng Yuan, Samyak Rawlekar, Siddharth Garg +2
Recent advances in computer vision has led to a growth of interest in deploying visual analytics model on mobile devices. However, most mobile devices have limited computing power,…
eess.IV2021★ 27 cited
Network-Aware 5G Edge Computing for Object Detection: Augmenting Wearables to "See" More, Farther and Faster
Zhongzheng Yuan, Tommy Azzino, Yu Hao +12
Advanced wearable devices are increasingly incorporating high-resolution multi-camera systems. As state-of-the-art neural networks for processing the resulting image data are compu…