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Author
Juan A. Carvajal
;
Dennis G. Romero
;
Angel D. Sappa
Title
Fine-tuning based deep covolutional networks for lepidopterous genus recognition
Type
Conference Article
Year
2016
Publication
XXI IberoAmerican Congress on Pattern Recognition
Abbreviated Journal
Volume
Issue
Pages
1-9
Keywords
Abstract
This paper describes an image classication approach ori- ented to identify specimens of lepidopterous insects recognized at Ecuado- rian ecological reserves. This work seeks to contribute to studies in the area of biology about genus of butter ies and also to facilitate the reg- istration of unrecognized specimens. The proposed approach is based on the ne-tuning of three widely used pre-trained Convolutional Neural Networks (CNNs). This strategy is intended to overcome the reduced number of labeled images. Experimental results with a dataset labeled by expert biologists, is presented|a recognition accuracy above 92% is reached. 1 Introductio
Address
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Notes
Approved
no
Call Number
cidis @ cidis @
Serial
53
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
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Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
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Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
Approved
no
Call Number
cidis @ cidis @
Serial
55
Permanent link to this record
Author
Sianna Puente
;
Cindy Madrid
;
Miguel Realpe
;
Boris X. Vintimilla
Title
An Empirical Comparison of DCNN libraries to implement the Vision Module of a Danger Management System
Type
Conference Article
Year
2017
Publication
2017 International Conference on Deep Learning Technologies (ICDLT 2017)
Abbreviated Journal
Volume
Part F128535
Issue
Pages
60-65
Keywords
Abstract
Address
Corporate Author
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Editor
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Summary Language
Original Title
Series Editor
Series Title
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Edition
ISSN
ISBN
Medium
Area
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Notes
Approved
no
Call Number
cidis @ cidis @
Serial
56
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
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
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Editor
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Summary Language
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Series Editor
Series Title
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Approved
no
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cidis @ cidis @
Serial
57
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