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Author Rato D., Oliveira M., Santos V., Sappa A. & Raducanu B. openurl 
  Title Multi-View 2D to 3D Lifting Video-Based Optimization: A Robust Approach for Human Pose Estimation with Occluded Joint Prediction Type Journal Article
  Year 2024 Publication IEEE Int. Conf. on Intelligent Robots and Systems (IROS), Abu Dhabi, October 14-18, 2024 Abbreviated Journal  
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  Call Number cidis @ cidis @ Serial 255  
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Author Patricia Suarez & Angel D. Sappa openurl 
  Title Synthetic Thermal Image Generation from Multi-Cue Input Data Type Journal Article
  Year 2025 Publication 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 openurl 
  Title Application-Guided Image Fusion: A Path to Improve Results in High-Level Vision Tasks Type Journal Article
  Year 2025 Publication 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 Henry O. Velesaca, Angel D. Sappa & Juan A. Holgado openurl 
  Title A Case Study of Anomaly Detection in Tinplate Lids: Supervised vs Unsupervised approaches Type Journal Article
  Year 2025 Publication 11th International Conference on Automation, Robotics, and Applications (ICARA 2025) Abbreviated Journal  
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  Call Number cidis @ cidis @ Serial 267  
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Author Henry O. Velesaca & Angel D. Sappa openurl 
  Title Seeing the Unseen: AI-Powered Camouflaged Pest Detection Type Journal Article
  Year 2025 Publication 9th International Conference on Machine Vision and Information Technology (CMVIT 2025) Abbreviated Journal  
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  Call Number cidis @ cidis @ Serial 268  
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Author Constantine Macías A., Toala Paz A., Realpe Miguel, Suárez Moncada Jenifer, Páez Rosas Diego & Jarrín Enrique Peláez openurl 
  Title Leveraging Deep Learning Techniques for Marine and Coastal Wildlife Using Instance Segmentation: A Study on Galápagos Sea Lions Type Journal Article
  Year 2024 Publication In 8th Ecuador Technical Chapters Meeting (ETCM 2024) Cuenca, October 15 – October 18, 2024 Abbreviated Journal  
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  Call Number cidis @ cidis @ Serial 269  
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Author 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  
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  Call Number cidis @ cidis @ Serial 270  
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Author Xavier Soria, Angel Sappa, Patricio Humanante, Arash Akbarinia pdf  url
doi  openurl
  Title Dense extreme inception network for edge detection. Type Journal Article
  Year 2023 Publication Pattern Recognition Abbreviated Journal  
  Volume Vol. 139 Issue Pages  
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  ISSN (up) 00313203 ISBN Medium  
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  Call Number cidis @ cidis @ Serial 216  
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Author Henry O. Velesaca, Gisel Bastidas, Mohammad Rouhani, Angel D. Sappa pdf  doi
openurl 
  Title Multimodal image registration techniques: a comprehensive survey Type Journal Article
  Year 2024 Publication Multimedia Tools and Applications Abbreviated Journal  
  Volume Vol. 83 Issue Pages 63919 - 63947  
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  ISSN (up) 13807501 ISBN Medium  
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  Call Number cidis @ cidis @ Serial 248  
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Author Cristhian A. Aguilera, Cristhian Aguilera, Cristóbal A. Navarro, & Angel D. Sappa pdf  openurl
  Title Fast CNN Stereo Depth Estimation through Embedded GPU Devices Type Journal Article
  Year 2020 Publication Sensors 2020 Abbreviated Journal  
  Volume Vol. 2020-June Issue 11 Pages pp. 1-13  
  Keywords stereo matching; deep learning; embedded GPU  
  Abstract Current CNN-based stereo depth estimation models can barely run under real-time

constraints on embedded graphic processing unit (GPU) devices. Moreover, state-of-the-art

evaluations usually do not consider model optimization techniques, being that it is unknown what is

the current potential on embedded GPU devices. In this work, we evaluate two state-of-the-art models

on three different embedded GPU devices, with and without optimization methods, presenting

performance results that illustrate the actual capabilities of embedded GPU devices for stereo depth

estimation. More importantly, based on our evaluation, we propose the use of a U-Net like architecture

for postprocessing the cost-volume, instead of a typical sequence of 3D convolutions, drastically

augmenting the runtime speed of current models. In our experiments, we achieve real-time inference

speed, in the range of 5–32 ms, for 1216  368 input stereo images on the Jetson TX2, Jetson Xavier,

and Jetson Nano embedded devices.
 
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  ISSN (up) 14248220 ISBN Medium  
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  Notes Approved no  
  Call Number cidis @ cidis @ Serial 132  
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