Listar por tema "Image analysis techniques"

Advanced characterization of microscopic Kidney biopsies utilizing image analysis techniques

Goudas, T.; Doukas, C.; Chatziioannou, A.; Maglogiannis, I. (2012)

Correct annotation and identification of salient regions in Kidney biopsy images can provide an estimation of pathogenesis in obstructive nephropathy. This paper presents a tool for the automatic or manual segmentation of ...

Assessing image analysis filters as augmented input to convolutional neural networks for image classification

Delibasis K., Maglogiannis I., Georgakopoulos S., Kottari K., Plagianakos V. (2018)

Convolutional Neural Networks (CNNs) have been proven very effective in image classification and object recognition tasks, often exceeding the performance of traditional image analysis techniques. However, training a CNN ...

Cancer cells detection and pathology quantification utilizing image analysis techniques

Goudas, T.; Maglogiannis, I. (2012)

This paper presents an advanced image analysis tool for the accurate and fast characterization and quantification of cancer and apoptotic cells in microscopy images utilizing adaptive thresholding and a Support Vector ...

Fusion using neural networks for intoxication identification

Koukiou G., Anastassopoulos V. (2018)

Fusion of dissimilar features by means of neural networks is demonstrated in this work aiming at improving the performance of these features for drunk person identification. The features are coming from the thermal images ...