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Multimodal sensor fusion

Topics
sensor fusion
machine learning
Contents

“Vision + X” for Y

>> Left: RGB+ thermal (depth estimation) >> Right: RGB + LiDAR (object detection) >> Bottom: RGB + drone motion (autoencoder)

Sensors (=X) that we are interested in :

Thermal camera
Event camera
LiDAR
Motion
Audio

Applications (=Y) that we are intersted in :

Scene understanding
Object detection, 3D perception, segmetation, etc.
View synthesis, viewpoint manipulation, 3D rendering
Representation/transfer Learning