Search & Display Options
Search within Results:
Field:
author
title
year
keywords
abstract
type
publication
abbrev_journal
volume
issue
pages
thesis
publisher
place
editor
series_title
language
area
notes
call_number
serial
contains:
...
Exclude matches
Display Options:
Field:
all fields
keywords & abstract
additional fields
records per page
Select All
Deselect All
<<
1
2
3
>>
List View
|
Citations
|
Details
Records
Links
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
Permanent link to this record
Author
Angely Oyola
;
Dennis G. Romero
;
Boris X. Vintimilla
Title
A Dijkstra-based algorithm for selecting the Shortest-Safe Evacuation Routes in dynamic environments (SSER)
Type
Conference Article
Year
2017
Publication
The 30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems (IEA/AIE 2017)
Abbreviated Journal
Volume
Issue
Pages
131-135
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
55
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
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
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
63
Permanent link to this record
Select All
Deselect All
<<
1
2
3
>>
List View
|
Citations
|
Details