A study on different deep learning algorithms used in deep neural nets: MLP SOM and DBN

J Naskath, G Sivakamasundari, AAS Begum - Wireless personal …, 2023 - Springer
Deep learning is a wildly popular topic in machine learning and is structured as a series of
nonlinear layers that learns various levels of data representations. Deep learning employs …

Handshape recognition for argentinian sign language using probsom

F Ronchetti, F Quiroga, CA Estrebou… - Journal of Computer …, 2016 - journal.info.unlp.edu.ar
Automatic sign language recognition is an important topic within the areas of human-
computer interaction and machine learning. On the one hand, it poses a complex challenge …

Sign language recognition based on 3d convolutional neural networks

GMR Neto, GB Junior, JDS de Almeida… - Image Analysis and …, 2018 - Springer
The inclusion of disabled people is still a recurring problem throughout the world. For the
hearing impaired, the barrier imposed by the sign language spoken by a small part of the …

Reconocimiento de gestos dinámicos y su aplicación al lenguaje de señas

F Ronchetti - XX Workshop de Investigadores en Ciencias de la …, 2018 - sedici.unlp.edu.ar
Para poder utilizar un sistema de reconocimiento automático de lengua de señas para
traducir los gestos de un intérprete, es necesario afrontar una serie de diversas tareas. En …

[PDF][PDF] Biometric technologies in recognition systems: a survey

SA Shawkat, RN Ismail - Tikrit Journal of Pure Science, 2019 - iasj.net
The ability to recognize people uniquely and to associate personal attributes such as name
and nationality with them has been very important to the fabric of human society. Nowadays …

Distribution of action movements (DAM): a descriptor for human action recognition

F Ronchetti, F Quiroga, L Lanzarini… - Frontiers of Computer …, 2015 - Springer
Human action recognition fromskeletal data is an important and active area of research in
which the state of the art has not yet achieved near-perfect accuracy on many wellknown …

Face recognition based on fuzzy probabilistic SOM

L Lanzarini, F Ronchetti, C Estrebou… - 2013 Joint IFSA …, 2013 - ieeexplore.ieee.org
Face recognition is a topic of great interest in different areas, especially those related to
security. The identification of a person by the image of her face is a difficult task because of …

Analysis of the self-organizing map-based investment strategy

P Kossakowski, P Bilski - International Journal of Computing, 2017 - elibrary.ru
The following paper presents the application of Self-Organizing Maps (SOM) to construct
and apply investment strategy on the stock market. Characteristics of this type of neural …

A novel competitive neural classifier for gesture recognition with small training sets

F Quiroga, LC Corbalán - … Congreso Argentino de Ciencias de la …, 2013 - sedici.unlp.edu.ar
Gesture recognition is a major area of interest in human-computer interaction. Recent
advances in sensor technology and Computer power has allowed us to perform real-time …

Handshape recognition for Argentinian Sign Language using ProbSom

F Ronchetti, FM Quiroga, C Estrebou… - arXiv preprint arXiv …, 2023 - arxiv.org
Automatic sign language recognition is an important topic within the areas of human-
computer interaction and machine learning. On the one hand, it poses a complex challenge …