Autoencoder-Combined Generative Adversarial Networks for Synthetic Image Data Generation and Detection of Jellyfish Swarm

Autoencoder-Combined Generative Adversarial Networks for Synthetic Image Data Generation and Detection of Jellyfish Swarm

Image-based sensing of jellyfish is important as they can cause great damage to the fisheries and seaside facilities and need to be properly controlled. In this paper, we present a deep-learning-based technique to generate a synthetic image of the jellyfish easily with autoencoder-combined generativ...

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Bibliographic Details
Main Authors: Kyukwang Kim, Hyun Myung
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Autoencoder
generative adversarial networks
jellyfish swarm
fully convolutional network
regression
Online Access:https://ieeexplore.ieee.org/document/8471171/

Internet

https://ieeexplore.ieee.org/document/8471171/

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