A Statistical Comparative Study on Image Reconstruction and Clustering With Novel VAE Cost Function

A Statistical Comparative Study on Image Reconstruction and Clustering With Novel VAE Cost Function

Deep clustering achieves unprecedented levels of accuracy with unsupervised feature extraction on rich datasets where the joint statistics of the latent space is learned via highly nonlinear compression. This paper has two separate contributions to this field. First, we conduct an extensive and firs...

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Bibliographic Details
Main Authors: Alla Abdella, Ismail Uysal
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Auto-encoder (AE)
computer vision
convolutional neural network (CNN)
deep learning (DL)
image quality metrics
variational auto-encoder (VAE)
Online Access:https://ieeexplore.ieee.org/document/8979378/

Internet

https://ieeexplore.ieee.org/document/8979378/

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