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Localization

Localization

Localization in sensor networks, hybrid localization, range based localization  

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Discriminative Optimization

Discriminative Optimization

This work was developed in the context of Jayakorn Vongkulbshisal's Dual PhD (IST/CMU) co-advised by Prof. Fernando De la Torre (CMU) and Prof. João Costeira (IST) and sponsored by the…

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Pollution Monitoring

Pollution Monitoring

UrbisNet: Pollution Monitoring and Mapping in Lisbon Using Mobile Nodes The main scientific goal of this project is to develop tools for estimating a diffusive field, such as the concentration…

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Vehicle Counting

Vehicle Counting

Deep Understanding of Urban Traffic from Large-Scale City Cameras Deep understanding of urban mobility is of great significance for traffic management, including for example autonomous driving. This work develops deep…

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The Signal and Image Processing group

Research at the Signal and Image Processing Group (SIPG) focus on the development of a fundamental theory for signal processing on manifolds, e.g., performance bonds, optimization algorithms, filtering, manifold learning. Application areas are wireless communications, including blind equalization and source separation; underwater, including acoustic communications and video compression and analysis; time-frequency analysis; image analysis, including statistical modelling; and video processing, including motion estimation, tracking of deformable models and inference of 3D structure.

 
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