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Takaki Yamada
Takaki Yamada
University of Southampton
Artificial intelligence
Computer vision
Feature learning
Metadata
Autoencoder
4
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12
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Unsupervised feature learning and clustering of particles imaged in rawholograms using an autoencoder
2021
Journal of The Optical Society of America A-optics Image Science and Vision
Zonghua Liu
Thangavel Thevar
Tomoko Takahashi
Nicholas Burns
Takaki Yamada
Mehul Sangekar
Dhugal J. Lindsay
John Watson
Blair Thornton
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Leveraging Metadata in Representation Learning With Georeferenced Seafloor Imagery
2021
ICRA | International Conference on Robotics and Automation
Takaki Yamada
Miquel Massot-Campos
Adam Prügel-Bennett
Stefan B. Williams
Oscar Pizarro
Blair Thornton
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Learning features from georeferenced seafloor imagery with location guided autoencoders
2020
Journal of Field Robotics
Takaki Yamada
Adam Prügel-Bennett
Blair Thornton
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Citations (8)
The Effect of Physics-Based Corrections and Data Augmentation on Transfer Learning for Segmentation of Benthic Imagery
2019
UT | IEEE International Underwater Technology Symposium
Jenny Walker
Takaki Yamada
Adam Prügel-Bennett
Blair Thornton
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