Ross Marchant

According to our database, Ross Marchant authored at least 16 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Image Labels Are All You Need for Coarse Seagrass Segmentation.

Scarlett Raine, Ross Marchant, Brano Kusy, Frédéric Maire, Tobias Fischer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Human-in-the-Loop Segmentation of Multi-species Coral Imagery.

Scarlett Raine, Ross Marchant, Brano Kusy, Frédéric Maire, Niko Sünderhauf, Tobias Fischer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

Point Label Aware Superpixels for Multi-Species Segmentation of Underwater Imagery.

Scarlett Raine, Ross Marchant, Brano Kusy, Frédéric Maire, Tobias Fischer

IEEE Robotics Autom. Lett., 2022

A real-time edge-AI system for reef surveys.

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

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

In-situ data curation: a key to actionable AI at the edge.

Brano Kusy, Jiajun Liu, Aninda Saha, Yang Li, Ross Marchant, Jeremy Oorloff, Lachlan Tychsen-Smith, David Ahmedt-Aristizabal, Brendan Do, Joey Crosswell, Russel Babcock, Andy Steven, Megha Malpani, Ard Oerlemans

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

2021

The CSIRO Crown-of-Thorn Starfish Detection Dataset.

Jiajun Liu, Brano Kusy, Ross Marchant, Brendan Do, Torsten Merz, Joey Crosswell, Andy Steven, Nic Heaney, Karl von Richter, Lachlan Tychsen-Smith, David Ahmedt-Aristizabal, Mohammad Ali Armin, Geoffrey Carlin, Russ Babcock, Peyman Moghadam, Daniel Smith, Tim Davis, Kemal El Moujahid, Martin Wicke, Megha Malpani

CoRR, 2021

DeepSeagrass Dataset.

Scarlett Raine, Ross Marchant, Peyman Moghadam, Frédéric Maire, Brett Kettle, Brano Kusy

CoRR, 2021

2020

Automated recognition by multiple convolutional neural networks of modern, fossil, intact and damaged pollen grains.

Benjamin Bourel, Ross Marchant, Thibault de Garidel-Thoron, Martin Tetard, Doris Barboni, Yves Gally, Luc Beaufort

Comput. Geosci., 2020

Multi-species Seagrass Detection and Classification from Underwater Images.

Scarlett Raine, Ross Marchant, Peyman Moghadam, Frédéric Maire, Brett Kettle, Brano Kusy

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2017

A Sinusoidal Image Model Derived from the Circular Harmonic Vector.

Ross Marchant, Paul T. Jackway

J. Math. Imaging Vis., 2017

2015

Scale Adaptive Filters.

Ross Marchant

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2013

Local feature analysis using a sinusoidal signal model derived from higher-order Riesz transforms.

Ross Marchant, Paul T. Jackway

Proceedings of the IEEE International Conference on Image Processing, 2013

Using Super-Resolution Methods to Solve a Novel Multi-Sinusoidal Signal Model.

Ross Marchant, Paul T. Jackway

Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Modelling Line and Edge Features Using Higher-Order Riesz Transforms.

Ross Marchant, Paul T. Jackway

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012

Feature Detection from the Maximal Response to a Spherical Quadrature Filter Set.

Ross Marchant, Paul T. Jackway

Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

2011

Generalised Hilbert Transforms for the Estimation of Growth Direction in Coral Cores.

Ross Marchant, Paul T. Jackway

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011