FPGA-Based Pedestrian Detection for Collision Prediction System

FPGA-Based Pedestrian Detection for Collision Prediction System

Pedestrian detection (PD) systems capable of locating pedestrians over large distances and locating them faster are needed in Pedestrian Collision Prediction (PCP) systems to increase the decision-making distance. This paper proposes a performance-optimized FPGA implementation of a HOG-SVM-based PD...

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Bibliographic Details
Main Authors: Lucas Cambuim, Edna Barros
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
pedestrian detection
high performance
distant pedestrian
image pyramid
multi-window
histogram of oriented gradients
Online Access:https://www.mdpi.com/1424-8220/22/12/4421

Internet

https://www.mdpi.com/1424-8220/22/12/4421

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