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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
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
cidis @ cidis @
Serial
60
Permanent link to this record
Author
Dennis G. Romero
;
Roberto Yoncon
;
Angel Guale
;
Bonny Bayot
;
Fanny Panchana
Title
Evaluación de técnicas de clasificación orientadas a la identificación automática de órganos del camarón a partir de imágenes histológicas
Type
Conference Article
Year
2017
Publication
15th LACCEI International Multi-Conference for Engineering, Education, and Technology
Abbreviated Journal
Volume
2017-July
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
cidis @ cidis @
Serial
61
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
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
cidis @ cidis @
Serial
62
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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