Work

Real-Time Multi-Target Detection System Based on FPGA Platform

Year: 2026

Type: conference-paper

Abstract: Aiming at the problem of missed detection and redetection of multi-target detection in video, a new detection method is proposed. Firstly, the adaptive median filtering algorithm is used to preprocess the image, and then the eight-direction Sobel edge detection operator is used to extract the edge features of the target. The edge features are applied to the three-frame difference algorithm and morphological processing method to form a collaborative mechanism of feature guidance and morphological optimization. In terms of hardware implementation, a real-time target detection system is built based on FPGA platform. The DDR cache is scheduled by ADMA transmission mode to realize low delay transmission and high efficiency operation. The results show that when processing 1024×768@30 frames of video, the system can detect multiple independent moving targets at the same time and meet the real-time processing requirements.

Source: International Symposium on Aerospace Engineering and Systems (ISAES)

DOI: 10.1109/isaes70982.2026.11669641

Authors: Yueyang Wang, Qiang Chen, Xiangfei Nie, Wenliang Nie, Weiqiang Tan, Xiyuan Chen

Institutions: Chongqing University of Science and Technology, Guangzhou University, Southeast University

Language: English

Topic: Embedded Systems and FPGA Applications

Subfield: Electrical and Electronic Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W7204887503

FWCI:

Cites: 4

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Related to: 10