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.
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 • 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.
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.
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.
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.