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The application of deep learning on depth from multi-array camera
(Institute of Electrical and Electronics Engineers, 2018-01-02)
Consumer-level multi-array cameras are a key enabling technology for next generation smartphones imaging systems. The present paper aims to analyze the accuracy of the depth estimation while using different camera combinations ...
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 ...
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 ...