Proceedings of the International Display Workshops Volume 26 (IDW '19)
Nov 27 - Nov 29, 2019Sapporo Convention Center
Proceedings of the International Display Workshops Volume 26 (IDW '19)
Nov 27 - Nov 29, 2019Sapporo Convention Center
[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.