Future robots, as embodied agents interacting with complex environments, should make best use of all available sensing modalities to perform their tasks. For example, computer vision and tactile robotics are usually treated as distinct disciplines, with specialist knowledge required to make progress in each research field. In contrast, artificial systems usually rely on a single sensing modality, with distinct hardware and algorithmic approaches developed for each modality. Animals interact with the world through multimodal sensing inputs, especially vision and touch sensing in the case of humans interacting with our physical surroundings.
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