1 code implementation • 19 Jun 2023 • Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin
Radio signal recognition is a crucial task in both civilian and military applications, as accurate and timely identification of unknown signals is an essential part of spectrum management and electronic warfare.
1 code implementation • 15 Dec 2023 • Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin
Radio signal recognition is a crucial function in electronic warfare.
no code implementations • 10 Jun 2018 • Akila Pemasiri, Kien Nguyen, Sridha Sridhara, and Clinton Fookes
Localizing the search space by semantically matching object-level correspondence, our method robustly handles large deformations of objects.
no code implementations • 9 Jun 2018 • Akila Pemasiri, Kien Nguyen, Sridha Sridharan, Clinton Fookes
State -of-the-art patch matching techniques take image patches as input to a convolutional neural network to extract the patch features and evaluate their similarity.
no code implementations • 27 Jan 2021 • Akila Pemasiri, Kien Nguyen Thanh, Sridha Sridharan, Clinton Fookes
This work addresses hand mesh recovery from a single RGB image.
no code implementations • 22 Feb 2022 • Thisun Dayarathna, Thamidu Muthukumarana, Yasiru Rathnayaka, Simon Denman, Chathura de Silva, Akila Pemasiri, David Ahmedt-Aristizabal
In this paper we explore the effective use of images from multiple non-visual and privacy-preserving modalities such as depth, long-wave infrared (LWIR) and pressure maps for the task of in-bed pose estimation in two settings.
no code implementations • 29 Feb 2024 • Akila Pemasiri, Zi Huang, Fraser Williams, Ethan Goan, Simon Denman, Terrence Martin, Clinton Fookes
This paper addresses a critical preliminary step in radar signal processing: detecting the presence of a radar signal and robustly estimating its bandwidth.