International Display Workshops General Incorporated Association

2:30 PM - 5:00 PM

[AISp1/DESp2-1] Hardware Acceleration for Multi-Scale Object Detection Based on Dense Pyramid Feature

*Congrui Wu1, Tianmin Rao1, Ran Duan1, Xiao Zhang1 (1. BOE Technology Group Co., Ltd (China))

Hardware Acceleration, Object Detection, ACF Detector

https://doi.org/10.36463/idw.2019.0039

ACF is a method for object detection which approximately constructing a dense feature pyramid used for Adaboost classifier. Our work focuses on this method and implement the whole detection process on heterogeneous hardware platform. This design achieves a detection performance of 134 fps consuming less hardware resources.