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google(13)
Detection and classification of the breast abnormalities in digital mammograms via regional Convolutional Neural Network
Conference ObjectAbstract: Automatic detection and classification of the masses in mammograms are still a big challenge and plaPalabras claves:Breast Cancer, Computer Aided Diagnosis, deep learning, Mass Detection and Classification, YOLOAutores:Al-Antari M.A., Al-Masni M.A., Edwin Valarezo Anazco, Gi G., Han S.M., Kim T.S., Kim T.Y., Park J.M., Rivera P.Fuentes:googlescopusAn Integrated ARMA-Based Deep Autoencoder and GRU Classifier System for Enhanced Recognition of Daily Hand Activities
ArticleAbstract: Recognition of hand activities of daily living (hand-ADL) is useful in the areas of human-computer iPalabras claves:Autoregressive processes, cnn, deep learning, hand activity recognition, rnn, wearable sensorsAutores:Edwin Valarezo Anazco, Kim T.S., Rivera P.Fuentes:googlescopusDesign of a Conveyor Belt Manipulator for Reposition of Boxes in Logistics Centers
Conference ObjectAbstract: This paper describes the design of a conveyor belt manipulator for repositioning boxes to locate thePalabras claves:Conveyor Belt Manipulator, Logistics Centers, manipulation, RepositioningAutores:Edwin Valarezo Anazco, Francisco Yumbla, Jung H.R., Luong T., Medrano J., Moon H., Seo S., Shin J.Fuentes:googlescopusEMG Signal Processing with Clustering Algorithms for motor gesture Tasks
Conference ObjectAbstract: Recent research shows the possibility of using electromyography (EMG) electrical signals to controlPalabras claves:Butterworth Filter, DBscan, Electromyography, Fast fourier transform, hierarchical-clustering, K-MeansAutores:Diaz J., Edwin Valarezo Anazco, Enrique Pelaez, Francis R. Loayza, Mesa I., Victor Asanza ArmijosFuentes:scopusNatural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network
ArticleAbstract: Human hands can perform complex manipulation of various objects. It is beneficial if anthropomorphicPalabras claves:Anthropomorphic robotic hand, Deep grasping probability network, Deep reinforcement learning, Human grasping hand poses, Natural object grasping and relocation, Natural policy gradientAutores:Al-Antari M.A., Edwin Valarezo Anazco, Kim T.S., Oh J., Park N., Rivera Lopez P., Ryu G.Fuentes:googlescopusNon-local means filter denoising for DEXA images
Conference ObjectAbstract: Dual high and low energy images of Dual Energy X-ray Absorptiometry (DEXA) suffer from noises due toPalabras claves:DEXA Images, DEXA Noise Modeling, Non-local Means Filter (NLMF)Autores:Al-Antari M.A., Al-Masni M.A., Edwin Valarezo Anazco, Gi G., Han S.M., Hussain D., Kim T.S., Kim T.Y., Metwally M., Park J.M., Park S.J., Rivera P., Shin J.S.Fuentes:googlescopusHand gesture recognition using single patchable six-axis inertial measurement unit via recurrent neural networks
ArticleAbstract: Recording human gestures from a wearable sensor produces valuable information to implement control gPalabras claves:Control gestures, Hand gesture recognition, Patchable IMU, Recurrent Neural Network, Six-axis inertial sensorAutores:Edwin Valarezo Anazco, Han S.J., Kim K., Kim T.S., Lee S., Rivera P.Fuentes:googlescopusHuman activities recognition with a single writs imu via a variational autoencoder and android deep recurrent neural nets
ArticleAbstract: Human Activity Recognition (HAR) is an active research field because of its versatility towards variPalabras claves:Android Deep Recurrent Neural Networks, Denoising Autoencoder, Human activity recognition, Mobile applicationAutores:Edwin Valarezo Anazco, Kim T.S., Park H., Park N., Rivera P.Fuentes:googlescopusHuman-like Object Grasping and Relocation for an Anthropomorphic Robotic Hand with Natural Hand Pose Priors in Deep Reinforcement Learning
Conference ObjectAbstract: Anthropomorphic manipulators such as robotic hands (i.e., agent) can be used to perform complex objePalabras claves:Anthropomorphic Hand Manipulation, Deep Reinforcement Learning., Human-Like Object Grasping, Natural Hand Pose PriorAutores:Byun K., Edwin Valarezo Anazco, Kim T.S., Lee S., Oh J., Park H., Park N., Rivera P.Fuentes:googlescopusObject manipulation with an anthropomorphic robotic hand via deep reinforcement learning with a synergy space of natural hand poses
ArticleAbstract: Anthropomorphic robotic hands are designed to attain dexterous movements and flexibility much like hPalabras claves:Anthropomorphic robotic hand, Deep reinforcement learning, Natural hand poses, Object grasping, Object relocation, Synergy spaceAutores:Edwin Valarezo Anazco, Kim T.S., Rivera P.Fuentes:googlescopus