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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 (up) 2017 International Conference on Deep Learning Technologies (ICDLT 2017) Abbreviated Journal
Volume Part F128535 Issue Pages 60-65
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Call Number cidis @ cidis @ Serial 56
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Author Xavier Soria; Edgar Riba; Angel D. Sappa
Title Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection Type Conference Article
Year 2020 Publication (up) 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) Abbreviated Journal
Volume Issue 9093290 Pages 1912-1921
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Abstract This paper proposes a Deep Learning based edge de- tector, which is inspired on both HED (Holistically-Nested Edge Detection) and Xception networks. The proposed ap- proach generates thin edge-maps that are plausible for hu- man eyes; it can be used in any edge detection task without previous training or fine tuning process. As a second contri- bution, a large dataset with carefully annotated edges, has been generated. This dataset has been used for training the proposed approach as well the state-of-the-art algorithms for comparisons. Quantitative and qualitative evaluations have been performed on different benchmarks showing im- provements with the proposed method when F-measure of ODS and OIS are considered.
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ISSN ISBN 978-172816553-0 Medium
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Call Number cidis @ cidis @ Serial 126
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Author Patricia Suarez & Angel D. Sappa
Title Synthetic Thermal Image Generation from Multi-Cue Input Data Type Journal Article
Year 2025 Publication (up) 20th International Conference on Computer Vision Theory and Applications (VISAPP 2025) Abbreviated Journal
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Call Number cidis @ cidis @ Serial 265
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Author Gisel Bastidas G., Patricio Moreno V., Boris Vintimilla & Angel D. Sappa
Title Application-Guided Image Fusion: A Path to Improve Results in High-Level Vision Tasks Type Journal Article
Year 2025 Publication (up) 20th International Conference on Computer Vision Theory and Applications VISAPP 2025 Abbreviated Journal
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Call Number cidis @ cidis @ Serial 266
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Author Benítez-Quintero J., Quevedo-Pinos O., Calderon, Fernanda
Title Notes on Sulfur Fluxes in Urban Areas with Industrial Activity Type Conference Article
Year 2022 Publication (up) 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022, Abbreviated Journal
Volume 2022-July Issue Pages
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Call Number cidis @ cidis @ Serial 201
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Author Patricia L. Suarez; Angel D. Sappa; Boris X. Vintimilla; Riad I. Hammoud
Title Near InfraRed Imagery Colorization Type Conference Article
Year 2018 Publication (up) 25 th IEEE International Conference on Image Processing, ICIP 2018 Abbreviated Journal
Volume Issue Pages 2237-2241
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Abstract This paper proposes a stacked conditional Generative

Adversarial Network-based method for Near InfraRed

(NIR) imagery colorization. We propose a variant architecture

of Generative Adversarial Network (GAN) that uses multiple

loss functions over a conditional probabilistic generative model.

We show that this new architecture/loss-function yields better

generalization and representation of the generated colored IR

images. The proposed approach is evaluated on a large test

dataset and compared to recent state of the art methods using

standard metrics.1

Index Terms—Convolutional Neural Networks (CNN), Generative

Adversarial Network (GAN), Infrared Imagery colorization.
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Call Number gtsi @ user @ Serial 81
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Author Mehri, A, Ardakani, P.B., Sappa, A.D.
Title LiNet: A Lightweight Network for Image Super Resolution Type Conference Article
Year 2021 Publication (up) 25th International Conference on Pattern Recognition (ICPR), enero 10-15, 2021 Abbreviated Journal
Volume Issue Pages 7196-7202
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Call Number cidis @ cidis @ Serial 149
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Author Emmanuel Moran, Boris Vintimilla & Miguel Realpe
Title Towards a Robust Solution for the Supermarket Shelf Audit Problem. Type Conference Article
Year 2023 Publication (up) 26th Iberoamerican Congress on Pattern Recognition (CIARP 2023) Coimbra 27-30 November 2023 Abbreviated Journal
Volume Vol. 14469 LNCS Issue Pages 257-271
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ISSN 03029743 ISBN 978-303149017-0 Medium
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Call Number cidis @ cidis @ Serial 204
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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 (up) 2nd IEEE Ecuador Tehcnnical Chapters Meeting (ETCM) Abbreviated Journal
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Call Number gtsi @ user @ Serial 70
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Author Henry Velesaca Lara, Patricia Suarez, Darío Carpio & Angel Sappa
Title Fruit Grading based on Deep Learning and Active Vision System Type Conference Article
Year 2024 Publication (up) 2nd International Conference of Applied Industrial Engineering: Intelligent Production Automation and its Sustainable Development, CIIA 2024 Guayaquil 28 – 30 May 2024 Abbreviated Journal
Volume Vol. 532 Issue Pages
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ISSN 25550403 ISBN Medium
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Call Number cidis @ cidis @ Serial 241
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