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Keywords: Extreme learning machine
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Journal Articles
A fast ELM-based machine compression scheme for underwater image transmission on a low-bandwidth acoustic channel
Available to Purchase
Journal:
Sensor Review
Sensor Review (2019) 39 (4): 542–553.
Published: 19 June 2019
.... And extreme learning machine (ELM) is introduced to substitute for principal component analysis (PCA), which is a traditional transform-based lossy compression algorithm. The execution time of ELM is very short, thus the authors can compress the images at a much faster speed. Finally, underwater color images...
Journal Articles
Calibration of magnetic compass using an improved extreme learning machine based on reverse tuning
Available to Purchase
Journal:
Sensor Review
Sensor Review (2019) 39 (1): 121–128.
Published: 06 November 2018
.... This paper aims to present an implicit error model and studies its high-precision training method. Design/methodology/approach A multi-level extreme learning machine based on reverse tuning (MR-ELM) is presented to compensate for magnetic compass measurement errors by increasing the depth of the network...
Journal Articles
A prediction model for keyhole geometry and acoustic signatures during variable polarity plasma arc welding based on extreme learning machine
Available to Purchase
Journal:
Sensor Review
Sensor Review (2016) 36 (3): 257–266.
Published: 20 June 2016
... keyhole images based on median filtering and edge extraction. The second step is to process the acquired acoustic signal to obtain some typical time domain features. Finally, a prediction model based on the extreme learning machine (ELM) technique is built to recognize different keyhole geometries through...
