Non-local means filter denoising for DEXA images. - Mugahed A. Al-antari; Mohammed A. Al-masni; Mohamed K. Metwally; Dildar Hussain; Edwin Valarezo; Patricio Rivera; Geon Gi; Jeong-min Park; Tae-Yeon Kim; Se-Je Park; Jeong-Sik Shin; Seung-Moo Han; et al. (EMBC, 2017)

Detection and classification of the breast abnormalities in digital mammograms via regional Convolutional Neural Network. - Mohammed A. Al-masni; Mugahed A. Al-antari; Jeong-min Park; Geon Gi; Tae-Yeon Kim; Patricio Rivera; Edwin Valarezo; Seung-Moo Han; Tae-Seong Kim 001 (EMBC, 2017)

Smoking Activity Recognition Using a Single Wrist IMU and Deep Learning Light. - Edwin Valarezo Añazco; Patricio Rivera Lopez; Sangmin Lee 002; Kyung Min Byun; Tae-Seong Kim 001 (ICDSP, 2018)

Simultaneous Detection and Classification of Breast Masses in Digital Mammograms via a Deep Learning YOLO-based CAD System. - Mohammed A. Al-masni; Mugahed A. Al-antari; Jeong-min Park; Geon Gi; Tae-Yeon Kim; Patricio Rivera; Edwin Valarezo; Mun-Taek Choi; Seung-Moo Han; Tae-Seong Kim 001 (Comput. Methods Programs Biomed., 2018)

Trilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view. - Patricio Rivera; Edwin Valarezo Añazco; Mun-Taek Choi; Tae-Seong Kim 001 (IET Image Process., 2019)

Human activities recognition with a single writs IMU via a Variational Autoencoder and android deep recurrent neural nets. - Edwin Valarezo Añazco; Patricio Rivera Lopez; Hye Min Park; Nahyeon Park; Tae-Yeon Kim (Comput. Sci. Inf. Syst., 2020)

Reward Shaping to Learn Natural Object Manipulation With an Anthropomorphic Robotic Hand and Hand Pose Priors via On-Policy Reinforcement Learning. - Patricio Rivera; Jiheon Oh; Edwin Valarezo; Gahyeon Ryu; Hwanseok Jung; Jin Hyunk Lee; Jin Gyun Jeong; Tae-Seong Kim 001 (ICTC, 2021)

Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network. - Edwin Valarezo Añazco; Patricio Rivera Lopez; Nahyeon Park; Jiheon Oh; Gahyeon Ryu; Mugahed A. Al-antari; Tae-Seong Kim 001 (Appl. Intell., 2021)

Three-dimensional shape reconstruction of objects from a single depth view using deep U-Net convolutional neural network with bottle-neck skip connections. - Edwin Valarezo Añazco; Patricio Rivera Lopez; Tae-Seong Kim 001 (IET Comput. Vis., 2021)

An Integrated ARMA-Based Deep Autoencoder and GRU Classifier System for Enhanced Recognition of Daily Hand Activities. - Patricio Rivera; Edwin Valarezo; Tae-Seong Kim 001 (Int. J. Pattern Recognit. Artif. Intell., 2021)

Hand Gesture Recognition Using Single Patchable Six-Axis Inertial Measurement Unit via Recurrent Neural Networks. - Edwin Valarezo Añazco; Seungju Han; Kangil Kim; Patricio Rivera Lopez; Tae-Seong Kim 001; Sangmin Lee 002 (Sensors, 2021)

Object Manipulation with an Anthropomorphic Robotic Hand via Deep Reinforcement Learning with a Synergy Space of Natural Hand Poses. - Patricio Rivera; Edwin Valarezo Añazco; Tae-Seong Kim 001 (Sensors, 2021)

Design of a Conveyor Belt Manipulator for Reposition of Boxes in Logistics Centers. - Francisco Yumbla; Juan Medrano; Edwin Valarezo; Hong-ryul Jung; Tuan Anh Luong 001; Sung-Won Seo; Jinjae Shin; Hyungpil Moon (CASE, 2022)

Electromyography (EMG) data set of 4 gestures performed with the right hand. - Bolivar Núñez; Mauricio Valarezo; Alexander Saravia; Francis R. Loayza; Edwin Valarezo (IEEE DataPort, 2022)

LEAVE-ONE-OUT ELECTROMYOGRAPHY (EMG) DATA SET OF 4 GESTURES PERFORMED WITH THE RIGHT HAND. - Bolivar Núñez; Edwin Valarezo (IEEE DataPort, 2023)

MARVIN: Mobile Autonomous Robot Vehicle for Investigation & Navigation. - Luis Andrade; Marcelo Fajardo-Pruna; Christian Tutivén; Edwin Valarezo; Angel Recalde; Ricardo Cajo; Francisco Yumbla (UR, 2024)