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Alexandros Doumanoglou

2 accepted papers

2019

Self-Supervised Deep Depth Denoising

ICCV 2019poster

Depth perception is considered an invaluable source of information for various vision tasks. However, depth maps acquired using consumer-level sensors still suffer from non-negligible noise. This fact has recently motivated researchers to exploit traditional filters, as well as the deep learning par…

Cited by 50PDFcodeScholar
2017

Non-Linear Convolution Filters for CNN-Based Learning

ICCV 2017poster

During the last years, Convolutional Neural Networks (CNNs) have achieved state-of-the-art performance in image classification. Their architectures have largely drawn inspiration by models of the primate visual system. However, while recent research results of neuroscience prove the existence of non…

Cited by 121PDFScholar