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Infrared imaging for human thermography and breast tumor classification using thermal images
(Institute of Electrical and Electronics Engineers (IEEE), 2020-08-31)
Human thermography is considered to be an integral medical diagnostic tool for detecting heat patterns and measuring quantitative temperature data of the human body. It can be used in conjunction with other medical diagnostic ...
A review of resolution losses for AR/VR foveated imaging applications
(Institute of Electrical and Electronics Engineers, 2018-08-15)
Foveated imaging is of great interest for Augmented and Virtual Reality applications. The resolution losses off-axis simulated in foveated imaging are modelled using cone density on the retina. This article reviews the ...
In-camera person-indexing of digital images
(Institute of Electrical and Electronics Engineers, 2006-01-07)
A prototype implementation of an automatic in-camera cataloging tool is presented. An external infrastructure to store and analyze images and support the in-camera cataloging tool is also described.
Re-training StyleGAN-A first step towards building large, scalable synthetic facial datasets
(Institute of Electrical and Electronics Engineers (IEEE), 2020-08-31)
StyleGAN is a state-of-art generative adversarial network architecture that generates random 2D high-quality synthetic facial data samples. In this paper we recap the StyleGAN architecture and training methodology and ...
Deep learning for facial expression recognition: A step closer to a smartphone that knows your moods
(Institute of Electrical and Electronics Engineers, 2017-01-08)
By growing the capacity and processing power of the handheld devices nowadays, a wide range of capabilities can be implemented in these devices to make them more intelligent and user friendly. Determining the mood of the ...
Proof-of-concept techniques for generating synthetic thermal facial data for training of deep learning models
(National University of Ireland Galway, 2021-01-10)
Thermal imaging has played a dynamic role in the diversified field of consumer technology applications. To build artificially intelligent thermal imaging systems, large scale thermal datasets are required for successful ...
Generating thermal image data samples using 3D facial modelling techniques and deep learning methodologies
(Institute of Electrical and Electronics Engineers (IEEE), 2020-05-26)
Methods for generating synthetic data have become of increasing importance to build large datasets required for Convolution Neural Networks (CNN) based deep learning techniques for a wide range of computer vision applications. ...
Synthesizing game audio using deep neural networks
(Institute of Electrical and Electronics Engineers, 2018-08-15)
High quality audio plays an important role in gaming, contributing to player immersion during gameplay. Creating audio content which matches overall theme and aesthetic is essential, such that players can become fully ...
Deep learning for hand segmentation in complex backgrounds
(Institute of Electrical and Electronics Engineers, 2018-01-02)
This paper presents a Deep Learning segmentation approach for hand segmentation in gray level images with cluttered backgrounds where standard techniques cannot be used. Two networks were trained with a database of hand ...
Conference program and online proceedings of the Irish Machine Vision and Image Processing Conference 2023
(University of Galway, 2023-08-30)
The Irish Machine Vision and Image Processing Conference (IMVIP) Conference is the annual research conference of the Irish Pattern Recognition and Classification Society. The chief objective of the society is the advancement ...