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2020 – today
- 2022
[j9]Ismael Espinoza Jaramillo, Jin Gyun Jeong, Patricio Rivera Lopez, Choong-Ho Lee, Do-Yeon Kang
, Tae-Jun Ha, Ji-Heon Oh, Hwanseok Jung, Jin Hyuk Lee, Won Hee Lee, Tae-Seong Kim:
Real-Time Human Activity Recognition with IMU and Encoder Sensors in Wearable Exoskeleton Robot via Deep Learning Networks. Sensors 22(24): 9690 (2022)- 2021
- [j8]Edwin Valarezo Añazco, Patricio Rivera Lopez, Nahyeon Park, Jiheon Oh, Gahyeon Ryu, Mugahed A. Al-antari, Tae-Seong Kim:
Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network. Appl. Intell. 51(2): 1041-1055 (2021) - [j7]Edwin Valarezo Añazco, Patricio Rivera Lopez, Tae-Seong Kim:
Three-dimensional shape reconstruction of objects from a single depth view using deep U-Net convolutional neural network with bottle-neck skip connections. IET Comput. Vis. 15(1): 24-35 (2021) - [j6]Patricio Rivera, Edwin Valarezo, Tae-Seong Kim:
An Integrated ARMA-Based Deep Autoencoder and GRU Classifier System for Enhanced Recognition of Daily Hand Activities. Int. J. Pattern Recognit. Artif. Intell. 35(6): 2152006:1-2152006:19 (2021) - [j5]Edwin Valarezo Añazco, Seungju Han, Kangil Kim, Patricio Rivera Lopez, Tae-Seong Kim, Sangmin Lee:
Hand Gesture Recognition Using Single Patchable Six-Axis Inertial Measurement Unit via Recurrent Neural Networks. Sensors 21(4): 1404 (2021) - [j4]Patricio Rivera, Edwin Valarezo Añazco, Tae-Seong Kim:
Object Manipulation with an Anthropomorphic Robotic Hand via Deep Reinforcement Learning with a Synergy Space of Natural Hand Poses. Sensors 21(16): 5301 (2021) - [c5]Patricio Rivera, Jiheon Oh, Edwin Valarezo, Gahyeon Ryu, Hwanseok Jung, Jin Hyunk Lee, Jin Gyun Jeong, Tae-Seong Kim:
Reward Shaping to Learn Natural Object Manipulation With an Anthropomorphic Robotic Hand and Hand Pose Priors via On-Policy Reinforcement Learning. ICTC 2021: 167-171 - 2020
- [j3]Edwin Valarezo Añazco, Patricio Rivera Lopez, Hye Min Park, Nahyeon Park, Tae-Yeon Kim:
Human activities recognition with a single writs IMU via a Variational Autoencoder and android deep recurrent neural nets. Comput. Sci. Inf. Syst. 17(2): 581-597 (2020)
2010 – 2019
- 2019
- [j2]Patricio Rivera, Edwin Valarezo Añazco, Mun-Taek Choi, Tae-Seong Kim:
Trilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view. IET Image Process. 13(13): 2457-2466 (2019) - 2018
- [j1]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:
Simultaneous Detection and Classification of Breast Masses in Digital Mammograms via a Deep Learning YOLO-based CAD System. Comput. Methods Programs Biomed. 157 (2018) - [c4]Edwin Valarezo Añazco, Patricio Rivera Lopez, Sangmin Lee, Kyung Min Byun, Tae-Seong Kim:
Smoking Activity Recognition Using a Single Wrist IMU and Deep Learning Light. ICDSP 2018: 48-51 - 2017
- [c3]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, Tae-Seong Kim:
Non-local means filter denoising for DEXA images. EMBC 2017: 572-575 - [c2]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:
Detection and classification of the breast abnormalities in digital mammograms via regional Convolutional Neural Network. EMBC 2017: 1230-1233 - 2016
- [c1]Andrés Ricardo Arcentales Viteri, Patricio Rivera, Pere Caminal, Andreas Voss, Antonio Bayes-Genis, Beatriz F. Giraldo:
Analysis of blood pressure signal in patients with different ventricular ejection fraction using linear and non-linear methods. EMBC 2016: 2700-2703
Coauthor Index
aka: Edwin Valarezo Añazco
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