| Records |
| Author |
Stalin Francis Quinde |
| Title |
Un nuevo modelo BM3D-RNCA para mejorar la estimación de la imagen libre de ruido producida por el método BM3D. (Ph.D. Angel Sappa, Director.). M.Sc. thesis |
Type |
Book Chapter |
| Year |
2019 |
Publication |
Ediciones FIEC-ESPOL |
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Ph.D. Angel Sappa, Director. |
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Master's thesis |
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Español |
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no |
| Call Number |
gtsi @ user @ |
Serial |
117 |
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| Author |
Shendry Rosero Vásquez |
| Title |
Reconocimiento facial: técnicas tradicionales y técnicas de aprendizaje profundo, un análisis. (Ph.D. Angel Sappa, Director & Ph.D. Boris Vintimilla, Codirector.). M.Sc. thesis |
Type |
Book Chapter |
| Year |
2019 |
Publication |
Ediciones FIEC-ESPOL |
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| Corporate Author |
Ph.D. Angel Sappa, Director de tesis & Ph.D. Boris Vintimilla, Codirector |
Thesis |
Master's thesis |
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Español |
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Approved |
yes |
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gtsi @ user @ |
Serial |
114 |
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| Author |
Patricia L. Suarez |
| Title |
Procesamiento y representación de imágenes multiespectrales usando técnicas de aprendizaje profundo (Ph.D. Angel Sappa, Director & Ph.D. Boris Vintimilla, Codirector.). Ph.D. thesis. |
Type |
Book Chapter |
| Year |
2020 |
Publication |
Ediciones FIEC-ESPOL. |
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Ph.D. Angel Sappa, Director & Ph.D. Boris Vintimilla, Codirector. |
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Español |
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no |
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cidis @ cidis @ |
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144 |
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| Author |
Suárez P. |
| Title |
Processing and Representation of Multispectral Images Using Deep Learning Techniques |
Type |
Magazine Article |
| Year |
2021 |
Publication |
In Electronic Letters on Computer Vision and Image Analysis |
Abbreviated Journal |
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| Volume |
Vol. 19 |
Issue |
Issue 2 |
Pages |
pp. 5-8 |
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| Abstract |
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| Address |
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| Corporate Author |
Ph.D. Angel Sappa, Director & Ph.D. Boris Vintimilla, Codirector |
Thesis |
Master's thesis |
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Español |
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yes |
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cidis @ cidis @ |
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122 |
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| Author |
Roberto Jacome Galarza; Miguel-Andrés Realpe-Robalino; Chamba-Eras LuisAntonio; Viñán-Ludeña MarlonSantiago and Sinche-Freire Javier-Francisco |
| Title |
Computer vision for image understanding. A comprehensive review |
Type |
Conference Article |
| Year |
2019 |
Publication |
International Conference on Advances in Emerging Trends and Technologies (ICAETT 2019); Quito, Ecuador |
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Pages |
248-259 |
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| Abstract |
Computer Vision has its own Turing test: Can a machine describe the contents of an image or a video in the way a human being would do? In this paper, the progress of Deep Learning for image recognition is analyzed in order to know the answer to this question. In recent years, Deep Learning has increased considerably the precision rate of many tasks related to computer vision. Many datasets of labeled images are now available online, which leads to pre-trained models for many computer vision applications. In this work, we gather information of the latest techniques to perform image understanding and description. As a conclusion we obtained that the combination of Natural Language Processing (using Recurrent Neural Networks and Long Short-Term Memory) plus Image Understanding (using Convolutional Neural Networks) could bring new types of powerful and useful applications in which the computer will be able to answer questions about the content of images and videos. In order to build datasets of labeled images, we need a lot of work and most of the datasets are built using crowd work. These new applications have the potential to increase the human machine interaction to new levels of usability and user’s satisfaction. |
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no |
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gtsi @ user @ |
Serial |
97 |
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| Author |
Cristhian A. Aguilera; Cristhian Aguilera; Angel D. Sappa |
| Title |
Melamine faced panels defect classification beyond the visible spectrum. |
Type |
Journal Article |
| Year |
2018 |
Publication |
In Sensors 2018 |
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| Volume |
Vol. 11 |
Issue |
Issue 11 |
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| Abstract |
In this work, we explore the use of images from different spectral bands to classify defects in melamine faced panels, which could appear through the production process. Through experimental evaluation, we evaluate the use of images from the visible (VS), near-infrared (NIR), and long wavelength infrared (LWIR), to classify the defects using a feature descriptor learning approach together with a support vector machine classifier. Two descriptors were evaluated, Extended Local Binary Patterns (E-LBP) and SURF using a Bag of Words (BoW) representation. The evaluation was carried on with an image set obtained during this work, which contained five different defect categories that currently occurs in the industry. Results show that using images from beyond
the visual spectrum helps to improve classification performance in contrast with a single visible spectrum solution. |
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no |
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gtsi @ user @ |
Serial |
89 |
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| Author |
Juan A. Carvajal; Dennis G. Romero; Angel D. Sappa |
| Title |
Fine-tuning deep convolutional networks for lepidopterous genus recognition |
Type |
Journal Article |
| Year |
2017 |
Publication |
Lecture Notes in Computer Science |
Abbreviated Journal |
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| Volume |
Vol. 10125 LNCS |
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Pages |
pp. 467-475 |
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no |
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gtsi @ user @ |
Serial |
63 |
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| Author |
Cristhian A. Aguilera; Angel D. Sappa; Ricardo Toledo |
| Title |
Cross-Spectral Local Descriptors via Quadruplet Network |
Type |
Journal Article |
| Year |
2017 |
Publication |
In Sensors Journal |
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Vol. 17 |
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pp. 873 |
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no |
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gtsi @ user @ |
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64 |
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| Author |
Victor Santos; Angel D. Sappa; Miguel Oliveira |
| Title |
Special Issue on Autonomous Driving an Driver Assistance Systems |
Type |
Journal Article |
| Year |
2017 |
Publication |
In Robotics and Autonomous Systems Journal |
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Vol. 91 |
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pp. 208-209 |
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no |
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gtsi @ user @ |
Serial |
65 |
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| Author |
Patricia L. Suarez; Angel D. Sappa; Boris X. Vintimilla |
| Title |
Colorizing Infrared Images through a Triplet Condictional DCGAN Architecture |
Type |
Conference Article |
| Year |
2017 |
Publication |
19th International Conference on Image Analysis and Processing. |
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287-297 |
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no |
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gtsi @ user @ |
Serial |
66 |
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