| Records |
Author  |
Leo Ramos & Angel D. Sappa |
| Title |
Multispectral Semantic Segmentation for Land Cover Classification: An Overview |
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Journal |
| Year |
2024 |
Publication |
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
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| Volume |
Vol. 17 |
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Pages |
14295-14336 |
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19391404 |
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no |
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cidis @ cidis @ |
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250 |
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| Author |
Leo Ramos & Angel D. Sappa |
| Title |
A Decade of You Only Look Once (YOLO) for Object Detection: A Review |
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A Decade of You Only Look Once (YOLO) for Object Detection: A Review |
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no |
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cidis @ cidis @ |
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295 |
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| Author |
Leo Thomas Ramos & Angel D. Sappa |
| Title |
Leveraging U-Net and selective feature extraction for land cover classification using remote sensing imagery |
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Journal Article |
| Year |
2025 |
Publication |
Scientific Reports |
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Vol. 15 |
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cidis @ cidis @ |
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270 |
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| Author |
Leo Thomas Ramos & Angel D. Sappa |
| Title |
Dual-branch ConvNeXt-based Network with Attentional Fusion Decoding for Land Cover Classification Using Multispectral Imagery |
Type |
Conference Article |
| Year |
2025 |
Publication |
Conference Proceedings – IEEE SOUTHEASTCON SoutheastCon 2025. Concord, 22 – 30 Marzo 2025 |
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187–194 |
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no |
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cidis @ cidis @ |
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271 |
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| Author |
Leo Thomas Ramos & Angel D. Sappa |
| Title |
Enhanced Aerial Scene Classification Through ConvNeXt Architectures and Channel Attention |
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Conference Article |
| Year |
2025 |
Publication |
Lecture Notes in Networks and Systems. 10th International Congress on Information and Communication Technology, ICICT 2025, London 18 – 21 Febrero 2025 |
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1412 LNNS |
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225 - 236 |
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no |
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cidis @ cidis @ |
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272 |
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| Author |
Leo Thomas Ramos & Angel D. Sappa |
| Title |
A Decade of You Only Look Once (YOLO) for Object Detection: A Review |
Type |
Journal Article |
| Year |
2025 |
Publication |
IEEE Access journal |
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| Volume |
13 |
Issue |
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Pages |
192747 - 192794 |
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21693536 |
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no |
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cidis @ cidis @ |
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294 |
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| Author |
Low S., Inkawhich N., Nina O., Sappa A. and Blasch E. |
| Title |
Multi-modal Aerial View Object Classification Challenge Results-PBVS 2022. |
Type |
Conference Article |
| Year |
2022 |
Publication |
Conference on Computer Vision and Pattern Recognition Workshops, (CVPRW 2022), junio 19-24. |
Abbreviated Journal |
CONFERENCE |
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2022-June |
Issue |
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Pages |
417-425 |
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| Abstract |
This paper details the results and main findings of the
second iteration of the Multi-modal Aerial View Object
Classification (MAVOC) challenge. This year’s MAVOC
challenge is the second iteration. The primary goal of
both MAVOC challenges is to inspire research into methods for building recognition models that utilize both synthetic aperture radar (SAR) and electro-optical (EO) input
modalities. Teams are encouraged/challenged to develop
multi-modal approaches that incorporate complementary
information from both domains. While the 2021 challenge
showed a proof of concept that both modalities could be
used together, the 2022 challenge focuses on the detailed
multi-modal models. Using the same UNIfied COincident
Optical and Radar for recognitioN (UNICORN) dataset and
competition format that was used in 2021. Specifically, the
challenge focuses on two techniques, (1) SAR classification
and (2) SAR + EO classification. The bulk of this document is dedicated to discussing the top performing methods
and describing their performance on our blind test set. Notably, all of the top ten teams outperform our baseline. For
SAR classification, the top team showed a 129% improvement over our baseline and an 8% average improvement
from the 2021 winner. The top team for SAR + EO classification shows a 165% improvement with a 32% average
improvement over 2021. |
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no |
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cidis @ cidis @ |
Serial |
177 |
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| Author |
Luis C. Herrera, Leslie del R. Lima, Nayeth I. Solorzano, Jonathan S. Paillacho & Dennys Paillacho. |
| Title |
Metrics Design of Usability and Behavior Analysis of a Human-Robot-Game Platform. |
Type |
Conference Article |
| Year |
2021 |
Publication |
The 2nd International Conference on Applied Technologies (ICAT 2020), diciembre 2-4. Communication in Computer and Information Science |
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| Volume |
1388 |
Issue |
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Pages |
164-178 |
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no |
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cidis @ cidis @ |
Serial |
191 |
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| Author |
Luis Chuquimarca, Boris Vintimilla & Sergio Velastin |
| Title |
Banana Ripeness Level Classification using a Simple CNN Model Trained with Real and Synthetic Datasets. |
Type |
Conference Article |
| Year |
2023 |
Publication |
Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) Lisbon, 19-21 Febrero 2023 |
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Vol. 5 |
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536 - 543 |
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21845921 |
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no |
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cidis @ cidis @ |
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202 |
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| Author |
Luis Chuquimarca, Boris Vintimilla & Sergio Velastin |
| Title |
A Review of External Quality Inspection for Fruit Grading using CNN Models |
Type |
Journal |
| Year |
2024 |
Publication |
Artificial Intelligence in Agriculture |
Abbreviated Journal |
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| Volume |
Vol. 14 |
Issue |
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Pages |
1-20 |
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25897217 |
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no |
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cidis @ cidis @ |
Serial |
254 |
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