1 code implementation • 5 Feb 2021 • Ye Lyu, George Vosselman, Gui-Song Xia, Michael Ying Yang
Semantic segmentation for aerial platforms has been one of the fundamental scene understanding task for the earth observation.
no code implementations • 2 Nov 2020 • Michael Ying Yang, Saumya Kumaar, Ye Lyu, Francesco Nex
With the increasing demand of autonomous systems, pixelwise semantic segmentation for visual scene understanding needs to be not only accurate but also efficient for potential real-time applications.
2 code implementations • 2 Mar 2020 • Ye Lyu, Michael Ying Yang, George Vosselman, Gui-Song Xia
As the tracker reuses the features from the detector, it is a very light-weighted increment to the detection network.
no code implementations • 30 Sep 2019 • Ye Lyu, George Vosselman, Gui-Song Xia, Michael Ying Yang
In recent years, the task of segmenting foreground objects from background in a video, i. e. video object segmentation (VOS), has received considerable attention.
3 code implementations • 24 Oct 2018 • Ye Lyu, George Vosselman, Gui-Song Xia, Alper Yilmaz, Michael Ying Yang
There already exist several semantic segmentation datasets for comparison among semantic segmentation methods in complex urban scenes, such as the Cityscapes and CamVid datasets, where the side views of the objects are captured with a camera mounted on the driving car.