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Communications in Computer and Information Science(2)
2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence, ColCACI 2018 - Proceedings(1)
2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings(1)
IEEE Access(1)
Proceedings - 2022 19th Conference on Robots and Vision, CRV 2022(1)
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Ciencias de la computación(3)
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A View Invariant Human Action Recognition System for Noisy Inputs
Conference ObjectAbstract: We propose a skeleton-based Human Action Recognition (HAR) system, robust to both noisy inputs and pPalabras claves:Human Action Recognition, Human pose, Robustness to noise, View invariantAutores:Andres G. Abad, PhD, Jefferson Hernandez, Kim J.W., Ricardo Palacios, Richard CobosFuentes:scopusA fast multi-object tracking system using an object detector ensemble
Conference ObjectAbstract: Multiple-Object Tracking (MOT) is of crucial importance for applications such as retail video analytPalabras claves:ensemble, Kalman filters, multi-object tracking, object detectionAutores:Andres G. Abad, PhD, Jefferson Hernandez, Richard CobosFuentes:scopusHierarchical Human Action Recognition to Measure the Performance of Manual Labor
ArticleAbstract: Measuring manual-labor performance has been a key element of work scheduling and resource managementPalabras claves:action recognition, deep learning, human effort, manual labor, performance, Time and motion studyAutores:Andres G. Abad, PhD, Gabriela Valarezo, Jefferson Hernandez, Kim J.W., Ricardo Palacios, Richard CobosFuentes:googlescopusLearning from multivariate discrete sequential data using a restricted Boltzmann machine model
Conference ObjectAbstract: A restricted Boltzmann machine (RBM) is a generative neural-network model with many novel applicatioPalabras claves:Neural networks, Restricted Boltzmann machines, Sequential data, stock market pbkp_rediction, TIME SERIESAutores:Andres G. Abad, PhD, Jefferson HernandezFuentes:googlescopusRetail Traffic-Flow Analysis Using a Fast Multi-object Detection and Tracking System
Conference ObjectAbstract: Traffic-flow analysis allows to make critical decisions for retail operation management. Common apprPalabras claves:Indoor localization and tracking, Kalman filters, multi-object tracking, Shopping-carts detectionAutores:Andres G. Abad, PhD, Jefferson Hernandez, Richard CobosFuentes:googlescopusSpatial and temporal feature extraction using a restricted boltzmann machine model
Conference ObjectAbstract: A restricted Boltzmann machine (RBM) is a generative neural-network model with many applications, suPalabras claves:Human Action Recognition, Neural networks, Restricted Boltzmann machines, Sequential data, Unsupervised feature extraction, VÍDEOAutores:Andres G. Abad, PhD, Jefferson HernandezFuentes:googlescopus