Dual-Resolution Dual-Path Convolutional Neural Networks for Fast Object Detection

Dual-Resolution Dual-Path Convolutional Neural Networks for Fast Object Detection

Downsampling input images is a simple trick to speed up visual object-detection algorithms, especially on robotic vision and applied mobile vision systems. However, this trick comes with a significant decline in accuracy. In this paper, dual-resolution dual-path Convolutional Neural Networks (CNNs),...

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Bibliographic Details
Main Authors: Jing Pan, Hanqing Sun, Zhanjie Song, Jungong Han
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Sensors
Subjects:
dual-resolution
CNN
visual object detection
progressive fusion
Online Access:https://www.mdpi.com/1424-8220/19/14/3111

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https://www.mdpi.com/1424-8220/19/14/3111

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