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Author (up) Leo Ramos & Angel D. Sappa pdf  url
doi  openurl
  Title Multispectral Semantic Segmentation for Land Cover Classification: An Overview Type Journal
  Year 2024 Publication IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Abbreviated Journal  
  Volume Vol. 17 Issue Pages 14295-14336  
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  ISSN 19391404 ISBN Medium  
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  Call Number cidis @ cidis @ Serial 250  
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Author (up) Leo Ramos & Angel D. Sappa openurl 
  Title A Decade of You Only Look Once (YOLO) for Object Detection: A Review Type Journal Article
  Year Publication A Decade of You Only Look Once (YOLO) for Object Detection: A Review Abbreviated Journal  
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  Call Number cidis @ cidis @ Serial 295  
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Author (up) Leo Thomas Ramos & Angel D. Sappa pdf  openurl
  Title Leveraging U-Net and selective feature extraction for land cover classification using remote sensing imagery Type Journal Article
  Year 2025 Publication Scientific Reports Abbreviated Journal  
  Volume Vol. 15 Issue Pages  
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  Call Number cidis @ cidis @ Serial 270  
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Author (up) Leo Thomas Ramos & Angel D. Sappa pdf  openurl
  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 Abbreviated Journal  
  Volume Issue Pages 187–194  
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  Call Number cidis @ cidis @ Serial 271  
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Author (up) Leo Thomas Ramos & Angel D. Sappa pdf  openurl
  Title Enhanced Aerial Scene Classification Through ConvNeXt Architectures and Channel Attention Type 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 Abbreviated Journal  
  Volume 1412 LNNS Issue Pages 225 - 236  
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  Call Number cidis @ cidis @ Serial 272  
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Author (up) Leo Thomas Ramos & Angel D. Sappa pdf  openurl
  Title A Decade of You Only Look Once (YOLO) for Object Detection: A Review Type Journal Article
  Year 2025 Publication IEEE Access journal Abbreviated Journal  
  Volume 13 Issue Pages 192747 - 192794  
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  ISSN 21693536 ISBN Medium  
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  Call Number cidis @ cidis @ Serial 294  
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Author (up) Low S., Inkawhich N., Nina O., Sappa A. and Blasch E. pdf  url
openurl 
  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  
  Volume 2022-June Issue 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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  Call Number cidis @ cidis @ Serial 177  
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Author (up) Luis C. Herrera, Leslie del R. Lima, Nayeth I. Solorzano, Jonathan S. Paillacho & Dennys Paillacho. url  openurl
  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 Abbreviated Journal  
  Volume 1388 Issue Pages 164-178  
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  Call Number cidis @ cidis @ Serial 191  
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Author (up) Luis Chuquimarca, Boris Vintimilla & Sergio Velastin pdf  url
doi  openurl
  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 Abbreviated Journal  
  Volume Vol. 5 Issue Pages 536 - 543  
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  ISSN 21845921 ISBN Medium  
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  Call Number cidis @ cidis @ Serial 202  
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Author (up) Luis Chuquimarca, Boris Vintimilla & Sergio Velastin url  doi
openurl 
  Title A Review of External Quality Inspection for Fruit Grading using CNN Models Type Journal
  Year 2024 Publication Artificial Intelligence in Agriculture Abbreviated Journal  
  Volume Vol. 14 Issue Pages 1-20  
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  ISSN 25897217 ISBN Medium  
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  Call Number cidis @ cidis @ Serial 254  
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