ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection

Chong Shang, Haizhou Ai, Zijie Zhuang, Long Chen, Junliang Xing

Abstract: It remains very challenging for a single deep model to detect pedestrians of different sizes appears in an image. One typical remedy for the small pedestrian detection is to up-sample the input and...