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A Task-Driven Feedback Imager with Uncertainty Driven Hybrid Control †
Deep Neural Network (DNN) systems tend to produce overconfident or uncalibrated outputs. This poses problems for active sensor systems that have a DNN module as the main feedback controller. In this paper, we study a closed-loop feedback smart camera from the lens of uncertainty estimation. The unce...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8068123/ https://www.ncbi.nlm.nih.gov/pubmed/33917782 http://dx.doi.org/10.3390/s21082610 |