IEEE - Institute of Electrical and Electronics Engineers, Inc. - Preprocessing-free surface material classification using convolutional neural networks pretrained by sparse Autoencoder

2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP)

Author(s): Mengqi Ji ; Lu Fang ; Haitian Zheng ; Matti Strese ; Eckehard Steinbach
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2015
Conference Location: Boston, MA, USA
Conference Date: 17 September 2015
Page(s): 1 - 6
ISBN (Electronic): 978-1-4673-7454-5
DOI: 10.1109/MLSP.2015.7324324
Regular:

Acceleration signals captured during the interaction of a rigid tool with an object surface carry relevant information for surface material classification. Existing methods mostly rely on... View More

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