Neural Networks through Shared Maps in Mobile Devices
Autor:
Raveane, William
; González Arrieta, María Angélica
Fecha:
12/2014Palabra clave:
Revista / editorial:
International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI)Tipo de Ítem:
articleDirección web:
https://www.ijimai.org/journal/node/706Resumen:
We introduce a hybrid system composed of a convolutional neural network and a discrete graphical model for image recognition. This system improves upon traditional sliding window techniques for analysis of an image larger than the training data by effectively processing the full input scene through the neural network in less time. The final result is then inferred from the neural network output through energy minimization to reach a more precize localization than what traditional maximum value class comparisons yield. These results are apt for applying this process in a mobile device for real time image recognition.
Ficheros en el ítem
Este ítem aparece en la(s) siguiente(s) colección(es)
Estadísticas de uso
Año |
2012 |
2013 |
2014 |
2015 |
2016 |
2017 |
2018 |
2019 |
2020 |
2021 |
2022 |
2023 |
2024 |
Vistas |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
79 |
24 |
33 |
38 |
18 |
Descargas |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
69 |
18 |
30 |
19 |
3 |
Ítems relacionados
Mostrando ítems relacionados por Título, autor o materia.
-
Graffiti Identification System Using Low-Cost Sensors
García García, Miguel; González Arrieta, María Angélica; Rodríguez González, Sara; Márquez-Sánchez, Sergio; Da Silva Ramos, Carlos Fernando (International Journal of Interactive Multimedia and Artificial Intelligence, 05/2023)This article introduces the possibility of studying graffiti using a colorimeter developed with Arduino hardware technology according to the Do It Yourself (DIY) philosophy. Through the obtained Red Green Blue (RGB) data ... -
A Survey on Demand-Responsive Transportation for Rural and Interurban Mobility
Martí, Pasqual; Jordán, Jaume; González Arrieta, María Angélica; Julian, Vicente (International Journal of Interactive Multimedia and Artificial Intelligence, 09/2023)Rural areas have been marginalized when it comes to flexible, quality transportation research. This review article brings together papers that discuss, analyze, model, or experiment with demand-responsive transportation ... -
Satisfaction With the Self-Assessment of University Students Through e-Coping With Academic Stress Utility (TM)
Fuente, Jesús de la; Martínez-Vicente, José Manuel; Peralta-Sánchez, Francisco Javier; González-Torres, María del Carmen; Artuch-Garde, Raquel ; Garzón-Umerenkova, Angélica (Frontiers in Psychology, 08/11/2018)The general purpose of this report is: (1) research was to check whether the degree of satisfaction with the self-assessment activity of university students was related to the scores obtained and the degree of different ...