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Proceedings of the International Joint Conference on Neural Networks(3)
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
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scopus(12)
Growing competitive network for tracking objects in video sequences
Conference ObjectAbstract: The aim of this paper is to present the use of Growing Competitive Neural Networks as a precise methPalabras claves:Autores:Esteban José Palomo, López-Rodríguez D., Luque-Baena R.M., Ortiz-de-Lazcano-Lobato J.M.Fuentes:scopusDeep learning-based anomalous object detection system for panoramic cameras managed by a Jetson TX2 board
Conference ObjectAbstract: Social conflicts appearing in the media are increasing public awareness about security issues, resulPalabras claves:deep learning, panoramic cameras, Power saving, video surveillanceAutores:Benito-Picazo J., Domínguez E., Esteban José Palomo, López-Rubio E., Ramos-Jimenez G.Fuentes:scopusDeep learning-based video surveillance system managed by low cost hardware and panoramic cameras
ArticleAbstract: The design of automated video surveillance systems often involves the detection of agents which exhiPalabras claves:Convolutional neural network, feed forward neural network, foreground detection, panoramic cameraAutores:Benito-Picazo J., Domínguez E., Esteban José Palomo, López-Rubio E.Fuentes:scopusDetecting critical situation in public transport
Conference ObjectAbstract: This paper presents a system information applied to video surveillance to detect and identify aggresPalabras claves:Autores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J., Valverde F.L.Fuentes:scopusA New Self-Organizing Neural Gas Model based on Bregman Divergences
Conference ObjectAbstract: In this paper, a new self-organizing neural gas model that we call Growing Hierarchical Bregman NeurPalabras claves:Autores:Esteban José Palomo, López-Rubio E., Luque-Baena R.M., Molina-Cabello M.A.Fuentes:scopusAn intrusion detection system based on hierarchical self-organization
Conference ObjectAbstract: An intrusion detection system (IDS) monitors the IP packets flowing over the network to capture intrPalabras claves:intrusion detection, Network security, Self-OrganizationAutores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.Fuentes:scopusAssessment of geometric features for individual identification and verification in biometric hand systems
ArticleAbstract: This paper studies the reliability of geometric features for the identification of users based on haPalabras claves:Genetic Algorithms, Geometric features, Hand biometrics, User identificationAutores:Elizondo D., Esteban José Palomo, López-Rubio E., Luque-Baena R.M., Watson T.Fuentes:scopusApplication of growing hierarchical SOM for visualisation of network forensics traffic data
ArticleAbstract: Digital investigation methods are becoming more and more important due to the proliferation of digitPalabras claves:data clustering, Data visualisation, Feature Extraction, hierarchical self-organisation, Network forensicsAutores:Elizondo D., Esteban José Palomo, Luque-Baena R.M., North J., Watson T.Fuentes:scopusObject tracking in video sequences by unsupervised learning
Conference ObjectAbstract: A Growing Competitive Neural Network system is presented as a precise method to track moving objectsPalabras claves:Autores:Esteban José Palomo, López-Rubio E., Luque-Baena R.M., Ortiz-de-Lazcano-Lobato J.M.Fuentes:scopusMotion detection with low cost hardware for PTZ cameras
ArticleAbstract: Pan-Tilt-zoom (PTZ) cameras are well suited to motion detection and tracking objects due to their moPalabras claves:background features, background modeling, feed forward neural network, foreground detection, Motion detection, PTZ camerasAutores:Benito-Picazo J., Domínguez E., Esteban José Palomo, López-Rubio E., Ortiz-de-Lazcano-Lobato J.M.Fuentes:scopus