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Author |
Patricia Súarez, Henry Velesaca, Dario Carpio & Angel Sappa |
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Title |
Corn Kernel Classification From Few Training Samples |
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Journal Article |
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Year |
2023 |
Publication |
In journal Artificial Intelligence in Agriculture |
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Volume |
Vol. 9 |
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pp. 89-99 |
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25897217 |
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Call Number |
cidis @ cidis @ |
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223 |
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Author |
Luis Chuquimarca, Boris Vintimilla & Sergio Velastin |
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Title |
A Review of External Quality Inspection for Fruit Grading using CNN Models |
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Journal |
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Year |
2024 |
Publication |
Artificial Intelligence in Agriculture |
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Volume |
Vol. 14 |
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1-20 |
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25897217 |
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Call Number |
cidis @ cidis @ |
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254 |
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Author |
Henry Velesaca, Boris Vintimilla, Jorge Vulgarin, Coen Antens & Alberto Rubio Pérez |
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Title |
Deep Learning-based Multimodal Sensing Framework for AntiSpoofing Systems |
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Journal Article |
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Year |
2024 |
Publication |
Lecture Notes in Networks and Systems: 4th International Conference on Innovations in Computational Intelligence and Computer Vision (ICICV 2024) |
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Volume |
Vol. 1116 LNNS |
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39-54 |
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ISSN |
23673370 |
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978-981976994-0 |
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no |
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cidis @ cidis @ |
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238 |
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Author |
Armin Mehri; Parichehr Behjati; Angel Domingo Sappa |
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Title |
TnTViT-G: Transformer in Transformer Network for Guidance Super Resolution. |
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Journal Article |
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Year |
2023 |
Publication |
IEEE Access |
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Vol. 11 |
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pp. 11529-11540 |
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ISSN |
21693536 |
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no |
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Call Number |
cidis @ cidis @ |
Serial |
207 |
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Author |
Armin Mehri, Parichehr Behjati, Dario Carpio, and Angel D. Sappa |
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Title |
SRFormer: Efficient Yet Powerful Transformer Network For Single Image Super Resolution |
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Journal Article |
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Year |
2023 |
Publication |
IEEE access |
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Volume |
Vol. 11 |
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Pages |
121457 - 121469 |
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21693536 |
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no |
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Call Number |
cidis @ cidis @ |
Serial |
227 |
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Author |
Abel Rubio, Wilton Agila, Leandro González & Jonathan Aviles-Cedeno |
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Title |
Distributed Intelligence in Autonomous PEM Fuel Cell Control. |
Type |
Journal Article |
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Year |
2023 |
Publication |
Energies 2023 |
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Volume |
Vol. 16 |
Issue |
Issue 12 |
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ISSN |
19961073 |
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no |
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Call Number |
cidis @ cidis @ |
Serial |
217 |
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Author |
Leo Ramos & Angel D. Sappa |
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Title |
Multispectral Semantic Segmentation for Land Cover Classification: An Overview |
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Journal |
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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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ISSN |
19391404 |
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no |
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Call Number |
cidis @ cidis @ |
Serial |
250 |
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Author |
Cristhian A. Aguilera, Cristhian Aguilera, Cristóbal A. Navarro, & Angel D. Sappa |
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Title |
Fast CNN Stereo Depth Estimation through Embedded GPU Devices |
Type |
Journal Article |
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Year |
2020 |
Publication |
Sensors 2020 |
Abbreviated Journal |
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Volume |
Vol. 2020-June |
Issue |
11 |
Pages |
pp. 1-13 |
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Keywords |
stereo matching; deep learning; embedded GPU |
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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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English |
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English |
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ISSN |
14248220 |
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no |
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Call Number |
cidis @ cidis @ |
Serial |
132 |
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| Permanent link to this record |
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Author |
Henry O. Velesaca, Gisel Bastidas, Mohammad Rouhani, Angel D. Sappa |
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Title |
Multimodal image registration techniques: a comprehensive survey |
Type |
Journal Article |
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Year |
2024 |
Publication |
Multimedia Tools and Applications |
Abbreviated Journal |
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Volume |
Vol. 83 |
Issue |
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Pages |
63919 - 63947 |
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ISSN |
13807501 |
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no |
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Call Number |
cidis @ cidis @ |
Serial |
248 |
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| Permanent link to this record |
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Author |
Xavier Soria, Angel Sappa, Patricio Humanante, Arash Akbarinia |
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Title |
Dense extreme inception network for edge detection. |
Type |
Journal Article |
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Year |
2023 |
Publication |
Pattern Recognition |
Abbreviated Journal |
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Volume |
Vol. 139 |
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ISSN |
00313203 |
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no |
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Call Number |
cidis @ cidis @ |
Serial |
216 |
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