SP-ILC: Concurrent Single-Pixel Imaging, Object Location, and Classification by Deep Learning

SP-ILC: Concurrent Single-Pixel Imaging, Object Location, and Classification by Deep Learning

We propose a concurrent single-pixel imaging, object location, and classification scheme based on deep learning (SP-ILC). We used multitask learning, developed a new loss function, and created a dataset suitable for this project. The dataset consists of scenes that contain different numbers of possi...

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Bibliographic Details
Main Authors: Zhe Yang, Yu-Ming Bai, Li-Da Sun, Ke-Xin Huang, Jun Liu, Dong Ruan, Jun-Lin Li
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Photonics
Subjects:
single-pixel imaging
object location
object classification
multitask learning
deep learning
Online Access:https://www.mdpi.com/2304-6732/8/9/400

Internet

https://www.mdpi.com/2304-6732/8/9/400

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