Documentos de Edwin Valarezo Anazco | REDI

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Origen: "google"

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Conference Object(6)

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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)

Applied Intelligence(1)

Computer Methods and Programs in Biomedicine(1)

Computer Science and Information Systems(1)

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Métodos informáticos especiales(13)

Ciencias de la computación(11)

Funcionamiento de bibliotecas y archivos(3)

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Ciencias de la computación(12)

Aprendizaje automático(10)

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Palabras Claves

Anthropomorphic robotic hand(3)

Deep reinforcement learning(3)

deep learning(3)

Breast Cancer(2)

Computer Aided Diagnosis(2)

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

Abstract: An automatic segmentation of skin lesions from the dermoscopy images is a key procedure to accuratel

Palabras claves:

Edwin Valarezo Anazco

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

Abstract: An automatic recognition of skin lesions from dermoscopy images is a big challenge task due to the l

Palabras claves:

Edwin Valarezo Anazco

A Single Wearable IMU-based Human Hand Activity Recognition via Deep Autoencoder and Recurrent Neural Networks

Palabras claves:

Edwin Valarezo Anazco

Detection and classification of the breast abnormalities in digital mammograms via regional Convolutional Neural Network

Conference Object

Abstract: Automatic detection and classification of the masses in mammograms are still a big challenge and pla

Palabras claves:

Breast Cancer, Computer Aided Diagnosis, deep learning, Mass Detection and Classification, YOLO

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.

An Integrated ARMA-Based Deep Autoencoder and GRU Classifier System for Enhanced Recognition of Daily Hand Activities

Abstract: Recognition of hand activities of daily living (hand-ADL) is useful in the areas of human-computer i

Palabras claves:

Autoregressive processes, cnn, deep learning, hand activity recognition, rnn, wearable sensors

Edwin Valarezo Anazco, Kim T.S., Rivera P.

Design of a Conveyor Belt Manipulator for Reposition of Boxes in Logistics Centers

Conference Object

Abstract: This paper describes the design of a conveyor belt manipulator for repositioning boxes to locate the

Palabras claves:

Conveyor Belt Manipulator, Logistics Centers, manipulation, Repositioning

Edwin Valarezo Anazco, Francisco Yumbla, Jung H.R., Luong T., Medrano J., Moon H., Seo S., Shin J.

Fully Autonomous Deep Learning RGB-D Vision-based Object Manipulation with an Anthropomorphic Robotic Hand

Abstract: Fully autonomous object grasping with robotic hands is under active investigation because autonomous

Palabras claves:

Edwin Valarezo Anazco

Evaluation of Human Demonstration Augmented Deep Reinforcement Learning Policies via Object Manipulation with an Anthropomorphic Robot Hand

Abstract: Manipulation of complex objects with an anthropomorphic robot hand like a human hand is a challenge

Palabras claves:

Edwin Valarezo Anazco

Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network

Abstract: Human hands can perform complex manipulation of various objects. It is beneficial if anthropomorphic

Palabras claves:

Anthropomorphic robotic hand, Deep grasping probability network, Deep reinforcement learning, Human grasping hand poses, Natural object grasping and relocation, Natural policy gradient

Al-Antari M.A., Edwin Valarezo Anazco, Kim T.S., Oh J., Park N., Rivera Lopez P., Ryu G.

Non-local means filter denoising for DEXA images

Conference Object

Abstract: Dual high and low energy images of Dual Energy X-ray Absorptiometry (DEXA) suffer from noises due to

Palabras claves:

DEXA Images, DEXA Noise Modeling, Non-local Means Filter (NLMF)

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.