Search Results for author: Dennis Núñez-Fernández

Found 11 papers, 4 papers with code

Detection of COVID-19 Disease using Deep Neural Networks with Ultrasound Imaging

no code implementations4 Apr 2021 Carlos Rojas-Azabache, Karen Vilca-Janampa, Renzo Guerrero-Huayta, Dennis Núñez-Fernández

The new coronavirus 2019 (COVID-2019) has rapidly become a pandemic and has had a devastating effect on both everyday life, public health and the global economy.

Prediction of Tuberculosis using U-Net and segmentation techniques

no code implementations2 Apr 2021 Dennis Núñez-Fernández, Lamberto Ballan, Gabriel Jiménez-Avalos, Jorge Coronel, Patricia Sheen, Mirko Zimic

One of the most serious public health problems in Peru and worldwide is Tuberculosis (TB), which is produced by a bacterium known as Mycobacterium tuberculosis.

Automatic semantic segmentation for prediction of tuberculosis using lens-free microscopy images

no code implementations6 Jul 2020 Dennis Núñez-Fernández, Lamberto Ballan, Gabriel Jiménez-Avalos, Jorge Coronel, Mirko Zimic

Tuberculosis (TB), caused by a germ called Mycobacterium tuberculosis, is one of the most serious public health problems in Peru and the world.

Semantic Segmentation

Using Capsule Neural Network to predict Tuberculosis in lens-free microscopic images

no code implementations5 Jul 2020 Dennis Núñez-Fernández, Lamberto Ballan, Gabriel Jiménez-Avalos, Jorge Coronel, Mirko Zimic

Tuberculosis, caused by a bacteria called Mycobacterium tuberculosis, is one of the most serious public health problems worldwide.

Development of a hand gesture based control interface using Deep Learning

1 code implementation International Conference on Information Management and Big Data (SIMBig) 2020 Dennis Núñez-Fernández

This paper describes the implementation of a control system based on ten different hand gestures, providing a useful approach for the implementation of better user-friendly human-machine interfaces.

Autonomous Driving Hand Detection

Implementation of an Indoor Location System for Mobile-Based Museum Guidance

1 code implementation International Conference on Information Management and Big Data (SIMBig) 2020 Dennis Núñez-Fernández

In this work we proposed an indoor location system that makes use of a mobile phone and WiFi signal levels to determine the location of a person in the museum “Eduardo de Habich” at the Universidad Nacional de Ingeniería, Peru.

Development of a hand pose recognition system on an embedded computer using Artificial Intelligence

1 code implementation IEEE International Conference on Electronics, Electrical Engineering and Computing (INTERCON) 2019 Dennis Núñez-Fernández

The recognition of hand gestures is a very interesting research topic due to the growing demand in recent years in robotics, virtual reality, autonomous driving systems, human-machine interfaces and in other new technologies.

Autonomous Driving Gesture Recognition +1

Implementation of a WiFi-based indoor location system on a mobile device for a university area

1 code implementation IEEE International Conference on Electronics, Electrical Engineering and Computing (INTERCON) 2019 Dennis Núñez-Fernández

This paper describes the implementation of an indoor location system on a mobile phone for the Faculty of Electrical, Electronic and Telecomunications at the Universidad Nacional de Ingeniería, Peru.

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