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REMOT: A Hardware-Software Architecture for Attention-Guided Multi-Object Tracking with Dynamic Vision Sensors on FPGAs

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posted on 29.12.2021, 10:04 by Yizhao GaoYizhao Gao, Song WangSong Wang, Hayden Kwok Hay SoHayden Kwok Hay So
This repository serves as the official code release of the paper "REMOT: A Hardware-Software Architecture for Attention-Guided Multi-Object Tracking with Dynamic Vision Sensors on FPGAs" (FPGA'22).

REMOT is a hardware/software architecture for Multi-Object Tracking using Dynamic Vision Sensors on FPGA. It's designed around the concept of an attention unit (AU). Each AU will only pay attention to a specific region of interest, which is designed to changed as the object moves. In REMOT, a layer of parallel AUs is implemented on FPGA to collectively process the stream of asynchronous events from a DVS.

Link to our paper: https://casr.eee.hku.hk/publication/remot-fpga22

Link to github repo: https://github.com/CASR-HKU/REMOT-FPGA-22

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