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ACM International Conference Proceeding Series(2)
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS(2)
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Ciencias de la computación(8)
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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: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:googlescopusTrilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view
ArticleAbstract: In this study, the authors propose a novel three-dimensional (3D) convolutional neural network for sPalabras claves:Autores:Choi M.T., Edwin Valarezo Anazco, Kim T.S., Rivera P.Fuentes:googlescopusSimultaneous detection and classification of breast masses in digital mammograms via a deep learning YOLO-based CAD system
ArticleAbstract: Background and objective: Automatic detection and classification of the masses in mammograms are stiPalabras claves:Breast Cancer, Computer Aided Diagnosis, deep learning, Mass Detection and Classification, You Only Look Once (YOLO)Autores:Al-Antari M.A., Al-Masni M.A., Choi M.T., Edwin Valarezo Anazco, Gi G., Han S.M., Kim T.S., Kim T.Y., Park J.M., Rivera P.Fuentes:googlescopusReward Shaping to Learn Natural Object Manipulation With an Anthropomorphic Robotic Hand and Hand Pose Priors via On-Policy Reinforcement Learning
Conference ObjectAbstract: A key challenge in reinforcement learning (RL) for robot manipulation is to provide a reward functioPalabras claves:Anthropomorphic robotic hand, Deep reinforcement learning, Hand Poses Priors, object manipulationAutores:Edwin Valarezo Anazco, Jeong J.G., Jung H., Kim T.S., Lee J.H., Oh J., Rivera P., Ryu G.Fuentes:googlescopus