no code implementations • 23 Dec 2023 • Kavisha Vidanapathirana, Joshua Knights, Stephen Hausler, Mark Cox, Milad Ramezani, Jason Jooste, Ethan Griffiths, Shaheer Mohamed, Sridha Sridharan, Clinton Fookes, Peyman Moghadam
Recent progress in semantic scene understanding has primarily been enabled by the availability of semantically annotated bi-modal (camera and lidar) datasets in urban environments.
no code implementations • 28 Oct 2023 • Maryam Haghighat, Peyman Moghadam, Shaheer Mohamed, Piotr Koniusz
In this paper, we propose an Image Modeling framework based on random orthogonal projection instead of binary masking as in MIM.
1 code implementation • 18 Sep 2023 • Shaheer Mohamed, Maryam Haghighat, Tharindu Fernando, Sridha Sridharan, Clinton Fookes, Peyman Moghadam
However, current state-of-the-art hyperspectral transformers only tokenize the input HSI sample along the spectral dimension, resulting in the under-utilization of spatial information.