[AISp1/DESp2] Image Processing

[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))

Keywords:Hardware Acceleration, Object Detection, ACF Detector

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.