All posts

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

IET Computer Vision

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

Sensors

Hand gesture recognition using single patchable six-axis inertial measurement unit via recurrent neural networks

Edwin Valarezo Añazco, Seung Ju Han, Kangil Kim, Patricio Rivera Lopez, Tae-Seong Kim, Sangmin Lee

Sensors

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

Applied Intelligence, 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

IJPRAI, 2020

Trilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view

Patricio Rivera, Edwin Valarezo, Tae-Seong Kim

IET, 2019

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

Computer methods and programs in biomedicine, 2018

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

International Conference on Information and Communication Technology Convergence

An automatic recognition of multi-class skin lesions via deep learning convolutional neural networks

MA Al-antari, P Rivera, M Al-masni, E Valarezo, G Gi, TY Kim, HM Park, TS Kim

Proceedings of the ISIC 2018 skin image analysis workshop and challenge

Automatic skin lesion boundary segmentation using deep learning convolutional networks with weighted cross entropy

M Al-masni, M Al-antari, P Rivera, E Valarezo, G Gi, T Kim, H Park, T Kim

ISIC2018: Skin image analysis workshop and challenge

Smoking Activity Recognition Using a Single Wrist IMU and Deep Learning Light

Edwin Valarezo Añazco, Patricio Rivera Lopez, Sangmin Lee, Kyungmin Byun, Tae-Seong Kim

Proceedings ICDSP, 2018

Detection and classification of the breast abnormalities in digital mammograms via regional convolutional neural network

Mohammed A Al-masni, Mugahed A Al-antari, JM Park, Geon Gi, Tae-Yeon Kim, Patricio Rivera, Edwin Valarezo, S-M Han, T-S Kim

39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Non-local means filter denoising for DEXA images

Mugahed A Al-antari, Mohammed A Al-masni, M Metwally, Dildar Hussain, Edwin Valarezo, Patricio Rivera, Geon Gi, JM Park, Tae-Yeon Kim, S-J Park, J-S Shin, S-M Han, T-S Kim

39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Human activity recognition using a single wrist imu sensor via deep learning convolutional and recurrent neural nets

E Valarezo, P Rivera, JM Park, G Gi, TY Kim, T Kim

JITDETS, 2017

Recognition of human hand activities based on a single wrist imu using recurrent neural networks

Patricio Rivera, Edwin Valarezo, Mun-Taik Choi, Tae-Seong Kim

IJPMBS, 2017

Analysis of blood pressure signal in patients with different ventricular ejection fraction using linear and non-linear methods

Andrés Arcentales, Patricio Rivera, Pere Caminal, Andreas Voss, Antonio Bayés-Genís, Beatriz F Giraldo

EMBC, 2016

PUBLICATIONS

International Journals