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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
Volume
Issue
Pages
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
70
Permanent link to this record
Author
Lukas Danev
;
Marten Hamann
;
Nicolas Fricke
;
Tobias Hollarek
;
Dennys Paillacho
Title
Development of animated facial expression to express emotions in a robot: RobotIcon.
Type
Conference Article
Year
2017
Publication
IEEE Ecuador Technical Chapter Meeting (ETCM)
Abbreviated Journal
Volume
2017-January
Issue
Pages
1-6
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
71
Permanent link to this record
Author
Xavier Soria
;
Angel D. Sappa
;
Arash Akbarinia
Title
Multispectral Single-Sensor RGB-NIR Imaging: New Challenges an Oppotunities
Type
Conference Article
Year
2017
Publication
The 7th International Conference on Image Processing Theory, Tools and Application
Abbreviated Journal
Volume
Issue
Pages
1-6
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
72
Permanent link to this record
Author
Milton Mendieta
;
F. Panchana
;
B. Andrade
;
B. Bayot
;
C. Vaca
;
Boris X. Vintimilla
;
Dennis G. Romero
Title
Organ identification on shrimp histological images: A comparative study considering CNN and feature engineering.
Type
Conference Article
Year
2018
Publication
IEEE Ecuador Technical Chapters Meeting ETCM 2018. Cuenca, Ecuador
Abbreviated Journal
Volume
Issue
Pages
1-6
Keywords
Abstract
The identification of shrimp organs in biology using
histological images is a complex task. Shrimp histological images
poses a big challenge due to their texture and similarity among
classes. Image classification by using feature engineering and
convolutional neural networks (CNN) are suitable methods to
assist biologists when performing organ detection. This work
evaluates the Bag-of-Visual-Words (BOVW) and Pyramid-Bagof-
Words (PBOW) models for image classification leveraging big
data techniques; and transfer learning for the same classification
task by using a pre-trained CNN. A comparative analysis
of these two different techniques is performed, highlighting
the characteristics of both approaches on the shrimp organs
identification problem.
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
87
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