Publications

Our key publications

Research outputs

Guiding labelling effort for efficient learning with georeferenced images

Takaki Yamada, Miguel Massot Campos, Adam Prugel-Bennett, Oscar Pizarro, Stefan B. Williams & Blair Thornton, 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(1), 593-607

DOI: 10.1109/TPAMI.2021.3140060

Type: article

COMMITTEE V.8 SUBSEA TECHNOLOGY

Agnes Marie Horn, Tauhid Rahman, Ilson Pasqualino, Menglan Duan, Zhuang Kang, Michael Rye Andersen, Yoshihiro Konno, Chunsik Shim, Angelo Teixeira, Selda Oterkus, Blair Thornton & Brajendra Mishra, 2022

DOI: 10.5957/ISSC-2022-COMMITTEE-V-8

Type: conference

Digital in-line holography for large-volume analysis of vertical motion of micro-scale marine plankton and other particles

Zonghua Liu, Tomoko Takahashi, Dhugal Lindsay, Thangavel Thevar, Mehul Sangekar, Hiromi Kayama Watanabe, Nicholas Burns, John Watson & Blair Thornton, 2021, IEEE Journal of Oceanic Engineering, 46(4), 1248-1260

DOI: 10.1109/JOE.2021.3066788

Type: article

Unsupervised feature learning and clustering of particles imaged in raw holograms using an autoencoder

Zonghua Liu, Tomoko Takahashi, Dhugal Lindsay, Mehul Sangekar, Nicholas Burns, Thangavel Thevar, Takaki Yamada, John Watson & Blair Thornton, 2021, Journal of the Optical Society of America A: Optics and Image Science, and Vision, 38(10), 1570-1580

DOI: 10.1364/JOSAA.424271

Type: article

Variability of natural methane bubble release at southern hydrate ridge

Yann Marcon, Deborah Kelley, Blair Thornton, Dana Manalang & Gerhard Bohrmann, 2021, G3: Geochemistry, Geophysics, Geosystems, 22(10)

DOI: 10.1029/2021GC009894

Type: article

Towards observation condition agnostic fauna detection and segmentation in seafloor imagery for biomass estimation

Jennifer Walker, Adam Prugel-Bennett & Blair Thornton, 2021

DOI: 10.23919/OCEANS44145.2021.9705692

Type: conference

Q&A with Prof. Blair Thornton

Blair Thornton, 2021, Journal of Ocean Technology, 16(3), 152-154

Type: letterEditorial