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Author
Xavier Soria
;
Angel D. Sappa
Title
Improving Edge Detection in RGB Images by Adding NIR Channel.
Type
Conference Article
Year
2018
Publication
14th IEEE International Conference on Signal Image Technology & Internet based Systems (SITIS 2018)
Abbreviated Journal
Volume
Issue
Pages
266-273
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
Approved
no
Call Number
gtsi @ user @
Serial
95
Permanent link to this record
Author
Xavier Soria
;
Angel D. Sappa
;
Riad Hammoud
Title
Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Image. Sensors 2018 ,2059.
Type
Journal Article
Year
2018
Publication
Abbreviated Journal
Volume
Vol. 18
Issue
Issue 7
Pages
Keywords
Abstract
Multi-spectral RGB-NIR sensors have become ubiquitous in recent years. These sensors allow the visible and near-infrared spectral bands of a given scene to be captured at the same time. With such cameras, the acquired imagery has a compromised RGB color representation due to near-infrared bands (700–1100 nm) cross-talking with the visible bands (400–700 nm). This paper proposes two deep learning-based architectures to recover the full RGB color images, thus removing the NIR information from the visible bands. The proposed approaches directly restore the high-resolution RGB image by means of convolutional neural networks. They are evaluated with several outdoor images; both architectures reach a similar performance when evaluated in different scenarios and using different similarity metrics. Both of them improve the state of the art approaches.
Address
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Summary Language
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Notes
Approved
no
Call Number
gtsi @ user @
Serial
96
Permanent link to this record
Author
Angel J. Valencia
;
Roger M. Idrovo
;
Angel D. Sappa
;
Douglas Plaza G.
;
Daniel Ochoa
Title
A 3D Vision Based Approach for Optimal Grasp of Vacuum Grippers
Type
Conference Article
Year
2017
Publication
2017 IEEE International Workshop of Electronics, Control, Measurement, Signals and their application to Mechatronics (ECMSM)
Abbreviated Journal
Volume
Issue
Pages
1-6
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
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Summary Language
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Series Editor
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Notes
Approved
no
Call Number
cidis @ cidis @
Serial
60
Permanent link to this record
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
Abbreviated Journal
Volume
Vol. 17
Issue
Pages
pp. 873
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
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Series Title
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Notes
Approved
no
Call Number
gtsi @ user @
Serial
64
Permanent link to this record
Author
Cristhian A. Aguilera
;
Xaver Soria
;
Angel D. Sappa
;
Ricardo Toledo
Title
RGBN Multispectral Images: a Novel Color Restoration Approach
Type
Conference Article
Year
2017
Publication
15th International Conference on Practical Applications of Agents and Multi-Agent Systems
Abbreviated Journal
Volume
619
Issue
Pages
155-163
Keywords
Abstract
Address
Corporate Author
Thesis
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Summary Language
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Notes
Approved
no
Call Number
cidis @ cidis @
Serial
59
Permanent link to this record
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
Volume
Vol. 10125 LNCS
Issue
Pages
pp. 467-475
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Notes
Approved
no
Call Number
gtsi @ user @
Serial
63
Permanent link to this record
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.
Abbreviated Journal
Volume
Issue
Pages
287-297
Keywords
Abstract
Address
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Notes
Approved
no
Call Number
gtsi @ user @
Serial
66
Permanent link to this record
Author
Patricia L. Suarez
;
Angel D. Sappa
;
Boris X. Vintimilla
Title
Cross-spectral Image Patch Similarity using Convolutional Neural Network
Type
Conference Article
Year
2017
Publication
2017 IEEE International Workshop of Electronics, Control, Measurement, Signals and their application to Mechatronics (ECMSM)
Abbreviated Journal
Volume
Issue
Pages
1-5
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Summary Language
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Series Title
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Conference
Notes
Approved
no
Call Number
cidis @ cidis @
Serial
57
Permanent link to this record
Author
Patricia L. Suarez
;
Angel D. Sappa
;
Boris X. Vintimilla
Title
Infrared Image Colorization based on a Triplet DCGAN Architecture.
Type
Conference Article
Year
2017
Publication
13th IEEE Workshop on Perception Beyond the Visible Spectrum – In conjunction with CVPR 2017. (This paper has been selected as “Best Paper Award” )
Abbreviated Journal
Volume
2017-July
Issue
Pages
212-217
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Medium
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Notes
Approved
no
Call Number
cidis @ cidis @
Serial
62
Permanent link to this record
Author
Patricia L. Suarez
;
Angel D. Sappa
;
Boris X. Vintimilla
Title
Learning Image Vegetation Index through a Conditional Generative Adversarial Network
Type
Conference Article
Year
2017
Publication
2nd IEEE Ecuador Tehcnnical Chapters Meeting (ETCM)
Abbreviated Journal
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Issue
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ISBN
Medium
Area
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Notes
Approved
no
Call Number
gtsi @ user @
Serial
70
Permanent link to this record
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