Exploring Transfer Learning via Convolutional Neural Networks for Image Classification and Super-Resolution

Exploring Transfer Learning via Convolutional Neural Networks for Image Classification and Super-Resolution

This work presents my research about the use of Convolutional Neural Network (CNNs) for transfer learning through its application for colonic polyp classification and iris super-resolution. Traditionally, machine learning methods use the same feature space and the same distribution for training a...

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Bibliographic Details
Main Author: Ribeiro, Eduardo Ferreira
Other Authors: Uhl, Andreas
Language:English
Published: Universidade de Salzburg 2018
Subjects:
CNPQ::CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO
Transfer Learning
Deep Learning
Super-Desolution
Image classification
Online Access:http://hdl.handle.net/11612/1009

Internet

http://hdl.handle.net/11612/1009

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