no code implementations • 18 May 2021 • Alexander J. Ropelewski, Megan A. Rizzo, Jason R. Swedlow, Jan Huisken, Pavel Osten, Neda Khanjani, Kurt Weiss, Vesselina Bakalov, Michelle Engle, Lauren Gridley, Michelle Krzyzanowski, Tom Madden, Deborah Maiese, Justin Waterfield, David Williams, Carol Hamilton, Wayne Huggins
Recent advances in fluorescence microscopy techniques and tissue clearing, labeling, and staining provide unprecedented opportunities to investigate brain structure and function.
no code implementations • 1 Mar 2021 • David Williams, Matthew Gadd, Daniele De Martini, Paul Newman
In this work, we train a network to simultaneously perform segmentation and pixel-wise Out-of-Distribution (OoD) detection, such that the segmentation of unknown regions of scenes can be rejected.
no code implementations • 11 May 2020 • David Williams, Daniele De Martini, Matthew Gadd, Letizia Marchegiani, Paul Newman
Reliable outdoor deployment of mobile robots requires the robust identification of permissible driving routes in a given environment.
no code implementations • 13 Sep 2019 • Albert Reed, Isaac Gerg, John McKay, Daniel Brown, David Williams, Suren Jayasuriya
Acquisition of Synthetic Aperture Sonar (SAS) datasets is bottlenecked by the costly deployment of SAS imaging systems, and even when data acquisition is possible, the data is often skewed towards containing barren seafloor rather than objects of interest.
no code implementations • 8 Aug 2018 • Isaac Gerg, David Williams
For human consumption, the SLC is converted to a magnitude-phase representation and the phase information is discarded.