Object detection in real time based on improved single shot multi-box detector algorithm

Ashwani Kumar; Zuopeng Justin Zhang; Hongbo Lyu

doi:10.1186/s13638-020-01826-x

Object detection in real time based on improved single shot multi-box detector algorithm

Ashwani Kumar, Zuopeng Justin Zhang, Hongbo Lyu

Coggin College of Business

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	204
Journal	Eurasip Journal on Wireless Communications and Networking
Volume	2020
Issue number	1
DOIs	https://doi.org/10.1186/s13638-020-01826-x
State	Published - Dec 1 2020
Externally published	Yes

ASJC Scopus Subject Areas

Signal Processing
Computer Science Applications
Computer Networks and Communications

Keywords

Aspect ratio
Faster region convolutional neural networks (F-CNN)
Loss function
Single shot multi-box detector (SSMB)

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10.1186/s13638-020-01826-x

Cite this

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title = "Object detection in real time based on improved single shot multi-box detector algorithm",

keywords = "Aspect ratio, Faster region convolutional neural networks (F-CNN), Loss function, Single shot multi-box detector (SSMB)",

author = "Ashwani Kumar and Zhang, {Zuopeng Justin} and Hongbo Lyu",

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year = "2020",

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day = "1",

doi = "10.1186/s13638-020-01826-x",

language = "English",

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T1 - Object detection in real time based on improved single shot multi-box detector algorithm

AU - Kumar, Ashwani

AU - Zhang, Zuopeng Justin

AU - Lyu, Hongbo

PY - 2020/12/1

Y1 - 2020/12/1

KW - Aspect ratio

KW - Faster region convolutional neural networks (F-CNN)

KW - Loss function

KW - Single shot multi-box detector (SSMB)

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M3 - Article

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JF - Eurasip Journal on Wireless Communications and Networking

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Object detection in real time based on improved single shot multi-box detector algorithm

ASJC Scopus Subject Areas

Keywords

Access to Document

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