2018 proceedings of European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2018),Bruges (Belgium), 25-27 April 2018

ESANN, 2018.

2018 proceedings of European Symposium on Artificial Neural Networks, Computational  Intelligence and Machine Learning (ESANN 2018),Bruges (Belgium), 25-27 April 2018 discusses the problems of  deep learning and image processing, regression and recommendation systems, Extreme Minimal Learning Machine, Neural networks, Facial emotion recognition.   

Chapters

Pollen Grain Recognition Using Convolutional Neural Network

Khanzhina N., Putin E., Filchenkov A. et al., , in: 2018 proceedings of European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2018),Bruges (Belgium), 25-27 April 2018.: ESANN, 2018. P. 409–414.

This paper addresses two problems: the automated pollen species recognition and counting them on an image obtained with a lighting microscope. Automation of pollen recognition is required in several domains, including allergy and asthma prevention in medicine and honey quality control in the nutrition industry. We propose a deep learning solution based on a convolutional neural network for classification, feature extraction ...

Added: January 21, 2019

Keywords: automatic image recognition, artificial neural networks, Bernoulli convolution, deep machine learning