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Author Emmanuel F. Morán, Boris X. Vintimilla, Miguel A. Realpe
Title Towards a Robust Solution for the Supermarket Shelf Audit Problem: Obsolete Price Tags in Shelves Type Conference Article
Year 2024 Publication Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 26th Iberoamerican Congress on Pattern Recognition, CIARP 2023 Coimbra 27 – 30 November 2023 Abbreviated Journal
Volume Vol. 14470 Issue Pages 257–271
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Call Number (up) cidis @ cidis @ Serial 249
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Author Leo Ramos & Angel D. Sappa
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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Call Number (up) cidis @ cidis @ Serial 250
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Author Tommy David Beltran Borbor, Raul Josue Villao Rodriguez, Luis Enrique Chuquimarca Jiménez, Boris Xavier Vintimilla Burgos & Sergio Alejandro Velastin
Title Fruit Deformity Classification through Single-Input and Multi-Input Architectures based on CNN Models using Real and Synthetic Images Type Conference Article
Year 2024 Publication Accepted in 27th The Iberomican Congress on Pattern Recognition CIARP 2024 Abbreviated Journal
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Call Number (up) cidis @ cidis @ Serial 251
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Author Dennys Paillacho Chiluiza & Steven Silva Mendoza
Title Exploring the Perceptions and Challenges of Social Robot Navigation: Two Case Studies in Different Socio-Technical Contexts Type Conference Article
Year 2024 Publication Accepted in 36th Australian Conference on Human-Computer Interaction Abbreviated Journal
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Call Number (up) cidis @ cidis @ Serial 252
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Author Patricia Suarez Riofrio & Angel D. Sappa
Title Thermal Image Synthesis: Bridging the Gap between Visible and Infrared Spectrum Type Conference Article
Year 2024 Publication Accepted in 19th International Symposium on Visual Computing 2024 Abbreviated Journal
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Call Number (up) cidis @ cidis @ Serial 253
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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 Magazine Article
Year 2024 Publication Journal Artificial Intelligence in Agriculture Abbreviated Journal
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Call Number (up) cidis @ cidis @ Serial 254
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Author Rato D., Oliveira M., Santos V., Sappa A. & Raducanu B.
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 (up) cidis @ cidis @ Serial 255
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Author Roberto Jacome Galarza; Miguel-Andrés Realpe-Robalino; Chamba-Eras LuisAntonio; Viñán-Ludeña MarlonSantiago and Sinche-Freire Javier-Francisco
Title Computer vision for image understanding. A comprehensive review Type Conference Article
Year 2019 Publication International Conference on Advances in Emerging Trends and Technologies (ICAETT 2019); Quito, Ecuador Abbreviated Journal
Volume Issue Pages 248-259
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Abstract Computer Vision has its own Turing test: Can a machine describe the contents of an image or a video in the way a human being would do? In this paper, the progress of Deep Learning for image recognition is analyzed in order to know the answer to this question. In recent years, Deep Learning has increased considerably the precision rate of many tasks related to computer vision. Many datasets of labeled images are now available online, which leads to pre-trained models for many computer vision applications. In this work, we gather information of the latest techniques to perform image understanding and description. As a conclusion we obtained that the combination of Natural Language Processing (using Recurrent Neural Networks and Long Short-Term Memory) plus Image Understanding (using Convolutional Neural Networks) could bring new types of powerful and useful applications in which the computer will be able to answer questions about the content of images and videos. In order to build datasets of labeled images, we need a lot of work and most of the datasets are built using crowd work. These new applications have the potential to increase the human machine interaction to new levels of usability and user’s satisfaction.
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Call Number (up) gtsi @ user @ Serial 97
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Author Cristhian A. Aguilera; Cristhian Aguilera; Angel D. Sappa
Title Melamine faced panels defect classification beyond the visible spectrum. Type Journal Article
Year 2018 Publication In Sensors 2018 Abbreviated Journal
Volume Vol. 11 Issue Issue 11 Pages
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Abstract In this work, we explore the use of images from different spectral bands to classify defects in melamine faced panels, which could appear through the production process. Through experimental evaluation, we evaluate the use of images from the visible (VS), near-infrared (NIR), and long wavelength infrared (LWIR), to classify the defects using a feature descriptor learning approach together with a support vector machine classifier. Two descriptors were evaluated, Extended Local Binary Patterns (E-LBP) and SURF using a Bag of Words (BoW) representation. The evaluation was carried on with an image set obtained during this work, which contained five different defect categories that currently occurs in the industry. Results show that using images from beyond

the visual spectrum helps to improve classification performance in contrast with a single visible spectrum solution.
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Call Number (up) gtsi @ user @ Serial 89
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Author Juan A. Carvajal; Dennis G. Romero; Angel D. Sappa
Title Fine-tuning deep convolutional networks for lepidopterous genus recognition Type Journal Article
Year 2017 Publication Lecture Notes in Computer Science Abbreviated Journal
Volume Vol. 10125 LNCS Issue Pages pp. 467-475
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Call Number (up) gtsi @ user @ Serial 63
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