Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis

no code implementations • 27 Nov 2023 • Léo Lebrat, Rodrigo Santa Cruz, Remi Chierchia, Yulia Arzhaeva, Mohammad Ali Armin, Joshua Goldsmith, Jeremy Oorloff, Prithvi Reddy, Chuong Nguyen, Lars Petersson, Michelle Barakat-Johnson, Georgina Luscombe, Clinton Fookes, Olivier Salvado, David Ahmedt-Aristizabal

Wound management poses a significant challenge, particularly for bedridden patients and the elderly.

Benchmarking Management

Automatic Illumination Spectrum Recovery

no code implementations • 31 May 2023 • Nariman Habili, Jeremy Oorloff, Lars Petersson

We develop a deep learning network to estimate the illumination spectrum of hyperspectral images under various lighting conditions.

A Hyperspectral and RGB Dataset for Building Facade Segmentation

no code implementations • 6 Dec 2022 • Nariman Habili, Ernest Kwan, Weihao Li, Christfried Webers, Jeremy Oorloff, Mohammad Ali Armin, Lars Petersson

Hyperspectral Imaging (HSI) provides detailed spectral information and has been utilised in many real-world applications.

Semantic Segmentation

A Real-time Edge-AI System for Reef Surveys

no code implementations • 1 Aug 2022 • Yang Li, Jiajun Liu, Brano Kusy, Ross Marchant, Brendan Do, Torsten Merz, Joey Crosswell, Andy Steven, Lachlan Tychsen-Smith, David Ahmedt-Aristizabal, Jeremy Oorloff, Peyman Moghadam, Russ Babcock, Megha Malpani, Ard Oerlemans

Crown-of-Thorn Starfish (COTS) outbreaks are a major cause of coral loss on the Great Barrier Reef (GBR) and substantial surveillance and control programs are ongoing to manage COTS populations to ecologically sustainable levels.

Computational Efficiency object-detection +1