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.
2 code implementations • 17 Feb 2023 • Ethan Goan, Dimitri Perrin, Kerrie Mengersen, Clinton Fookes
Inference on modern Bayesian Neural Networks (BNNs) often relies on a variational inference treatment, imposing violated assumptions of independence and the form of the posterior.
2 code implementations • 20 Dec 2022 • Ethan Goan, Clinton Fookes
Application for semantic segmentation models in areas such as autonomous vehicles and human computer interaction require real-time predictive capabilities.
no code implementations • 8 Feb 2021 • Osman Tursun, Simon Denman, Sridha Sridharan, Ethan Goan, Clinton Fookes
Recently, Zero-shot Sketch-based Image Retrieval (ZS-SBIR) has attracted the attention of the computer vision community due to it's real-world applications, and the more realistic and challenging setting than found in SBIR.
no code implementations • 22 Jun 2020 • Ethan Goan, Clinton Fookes
Neural Networks (NNs) have provided state-of-the-art results for many challenging machine learning tasks such as detection, regression and classification across the domains of computer vision, speech recognition and natural language processing.
no code implementations • 1 Aug 2016 • Reza Arablouei, Ethan Goan, Stephen Gensemer, Branislav Kusy
Using the image sensor pair, the device can simultaneously capture hyperspectral data as well as RGB images of the scene.