Towards highly accurate coral texture images classification using deep convolutional neural networks and data augmentation

Author:

Gómez-Ríos AnabelORCID,Tabik Siham,Luengo JuliánORCID,Shihavuddin ASM,Krawczyk BartoszORCID,Herrera FranciscoORCID

Funder

Spanish Ministry of Science and Technology

Andalusian Government

University of Granada

NVIDIA

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference34 articles.

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2. Deep learning for biological image classification;Affonso;Expert Systems with Applications,2017

3. Classification of coral reef submarine images and videos using a novel z with tilted z local binary pattern (ztzlbp);Ani Brown Mary;Wireless Personal Communications,2018

4. Coral reef image/video classification employing novel octa-angled pattern for triangular sub region and pulse coupled convolutional neural network (pccnn);Ani Brown Mary;Multimedia Tools and Applications,2018

5. Coral reef image classification employing improved ldp for feature extraction;Ani Brown Mary;Journal of Visual Communication and Image Representation,2017

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