The goal of this work is to translate streams of data from individual sensors into a shared-manifold space for joint understanding and processing.
F6-M Adaptive Manifold Learning for Multi-Sensor Translation and Fusion given Missing Data
Tag: Multimodal Sensor Fusion
F4-M Adaptive Manifold Learning for Multi-Sensor Translation and Fusion given Missing Data
The goal of this work is to translate streams of data from individual sensors into a shared manifold-space for joint understanding and processing. This work includes investigation of computational topology for manifold learning, data summarization, and intrinsic dimensionality estimation. In practice, for a given application, processing chains are generally developed for a particular sensor or set of sensors.