Shared Manifold Learning Using a Triplet Network for Multiple Sensor Translation and Fusion with Missing Data

Aditya Dutt, Alina Zare, Paul Gader

Heterogeneous data fusion can enhance the robustness and accuracy of an algorithm on a given task. However, due to the difference in various modalities, aligning the sensors and em…