The 26th International Display Workshops (IDW '19)

講演情報

Poster Presentation

[AISp1/DESp2] Image Processing

2019年11月28日(木) 14:30 〜 17:00 Main Hall (1F)

14:30 〜 17:00

[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))

キーワード: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.