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Author
Santos V.
;
Angel D. Sappa.
;
Oliveira M. & de la Escalera A.
Title
Special Issue on Autonomous Driving and Driver Assistance Systems
Type
Journal Article
Year
2019
Publication
In Robotics and Autonomous Systems
Abbreviated Journal
Volume
121
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
119
Permanent link to this record
Author
Henry O. Velesaca
;
Raul A. Mira
;
Patricia L. Suarez
;
Christian X. Larrea
;
Angel D. Sappa.
Title
Deep Learning based Corn Kernel Classification.
Type
Conference Article
Year
2020
Publication
The 1st International Workshop and Prize Challenge on Agriculture-Vision: Challenges & Opportunities for Computer Vision in Agriculture on the Conference Computer on Vision and Pattern Recongnition (CVPR 2020)
Abbreviated Journal
Volume
2020-June
Issue
9150684
Pages
294-302
Keywords
Abstract
This paper presents a full pipeline to classify sample sets of corn kernels. The proposed approach follows a segmentation-classification scheme. The image segmentation is performed through a well known deep learning based
approach, the Mask R-CNN architecture, while the classification is performed by means of a novel-lightweight network specially designed for this task—good corn kernel, defective corn kernel and impurity categories are considered.
As a second contribution, a carefully annotated multitouching corn kernel dataset has been generated. This dataset has been used for training the segmentation and
the classification modules. Quantitative evaluations have been performed and comparisons with other approaches provided showing improvements with the proposed pipeline.
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
English
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
21607508
ISBN
978-172819360-1
Medium
Area
Expedition
Conference
Notes
Approved
no
Call Number
cidis @ cidis @
Serial
124
Permanent link to this record
Author
Henry O. Velesaca, Patricia L. Suárez, Dario Carpio, Rafael E. Rivadeneira, Ángel Sánchez, Angel D. Sappa.
Title
Video Analytics in Urban Environments: Challenges and Approaches.
Type
Book Chapter
Year
2022
Publication
ICT Applications for Smart Cities Part of the Intelligent Systems Reference Library book series
Abbreviated Journal
BOOK
Volume
224
Issue
Pages
101-122
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
196
Permanent link to this record
Author
Angel D. Sappa.
Title
ICT Applications for Smart Cities
Type
Book Chapter
Year
2022
Publication
Intelligent Systems Reference Library
Abbreviated Journal
BOOK
Volume
224
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
cidis @ cidis @
Serial
198
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