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Edwin Valarezo Añazco
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Simultaneous detection and classification of breast masses in digital mammograms via a deep learning YOLO-based CAD system
MA Al-Masni, MA Al-Antari, JM Park, G Gi, TY Kim, P Rivera, E Valarezo, ...
Computer methods and programs in biomedicine 157, 85-94, 2018
4172018
Detection and classification of the breast abnormalities in digital mammograms via regional convolutional neural network
MA Al-masni, MA Al-antari, JM Park, G Gi, TY Kim, P Rivera, E Valarezo, ...
2017 39th annual international conference of the IEEE engineering in …, 2017
1382017
Recognition of human hand activities based on a single wrist imu using recurrent neural networks
P Rivera, E Valarezo, MT Choi, TS Kim
Int. J. Pharma Med. Biol. Sci 6 (4), 114-118, 2017
332017
Hand Gesture Recognition Using Single Patchable Six-Axis Inertial Measurement Unit via Recurrent Neural Networks
E Valarezo Añazco, H Seng Ju, K Kangil, P Rivera Lopez, TS Kim, ...
Sensors 21 (4), 2021
292021
Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network
E Valarezo Anazco, P Rivera Lopez, N Park, J Oh, G Ryu, MA Al-antari, ...
Applied Intelligence 51, 1041-1055, 2021
202021
Smoking activity recognition using a single wrist IMU and deep learning light
EV Añazco, PR Lopez, S Lee, K Byun, TS Kim
Proceedings of the 2nd international conference on digital signal processing …, 2018
202018
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
UNIKOM Journal of ICT, Design, Engineering and Technological Science1 1, 1-5, 2017
152017
An automatic recognition of multi-class skin lesions via deep learning convolutional neural networks
MA Al-Antari, P Rivera, MA Al-Masni, E Valarezo, G Gi, TY Kim, HM Park, ...
Conference: ISIC2018: skin image analysis workshop and challenge, 2018
132018
Object manipulation with an anthropomorphic robotic hand via deep reinforcement learning with a synergy space of natural hand poses
P Rivera, E Valarezo Añazco, TS Kim
Sensors 21 (16), 5301, 2021
102021
Non-local means filter denoising for DEXA images
MA Al-antari, MA Al-masni, M Metwally, D Hussain, E Valarezo, P Rivera, ...
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
102017
Human activities recognition with a single writs IMU via a Variational Autoencoder and android deep recurrent neural nets
AE Valarezo, LP Rivera, H Park, N Park, TS Kim
Computer Science and Information Systems 17 (2), 581 - 597, 2020
92020
Emg signal processing with clustering algorithms for motor gesture tasks
V Asanza, E Peláez, F Loayza, I Mesa, J Díaz, E Valarezo
2018 IEEE Third Ecuador Technical Chapters Meeting (ETCM), 1-6, 2018
92018
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, 2018
72018
An integrated ARMA-based deep autoencoder and GRU classifier system for enhanced recognition of daily hand activities
P Rivera, E Valarezo, TS Kim
International Journal of Pattern Recognition and Artificial Intelligence 35 …, 2021
62021
Trilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view
P Rivera, E Valarezo Añazco, MT Choi, TS Kim
IET Image Processing 13 (13), 2457-2466, 2019
52019
Human-like object grasping and relocation for an anthropomorphic robotic hand with natural hand pose priors in deep reinforcement learning
EV Añazco, PR Lopez, H Park, N Park, J Oh, S Lee, K Byun, TS Kim
Proceedings of the 2019 2nd International Conference on Robot Systems and …, 2019
52019
Supervised machine learning applied to non-invasive EMG signal classification for an anthropomorphic robotic hand
B Núñez-Montoya, MV Añazco, A Saravia-Avila, FR Loayza, EV Añazco, ...
2022 IEEE ANDESCON, 1-6, 2022
22022
A Deep Learning-Based Algorithm for ECG Arrhythmia Classification
D Espin-Ramos, V Alvarado, EV Añazco, E Flores, B Nuñez, J Santos, ...
2023 IEEE 13th International Conference on Pattern Recognition Systems …, 2023
12023
Evaluation of human demonstration augmented deep reinforcement learning policies via object manipulation with an anthropomorphic robot hand
NH Park, JH Oh, GH Ryu, PR Lopez, EV Anazco, TS Kim
KIPS Transactions on Software and Data Engineering 10 (5), 179-186, 2021
12021
Three‐dimensional shape reconstruction of objects from a single depth view using deep U‐Net convolutional neural network with bottle‐neck skip connections
E Valarezo Añazco, P Rivera Lopez, TS Kim
IET Computer Vision 15 (7), 24-35, 2021
12021
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Artikler 1–20