Research output per year
Research output per year
Personal profile
Biography
Daniel Wedge is a Principal Research Fellow at the Centre for Data-driven Geoscience in the School of Earth Sciences at the University of Western Australia. He completed a Ph.D. in computer science and subsequently worked in industry developing image and video processing algorithms. Daniel is primarily interested in computer vision, machine learning, and data visualization utilising geophysical and geological datasets for automated and assistive data analysis.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Industry keywords
- Mining and Resources
Research expertise keywords
- Image processing
- Pattern recognition
- Visualisation
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Automated geological logging from FTIR reflectance spectra utilising geochemical and historical logging constraints
Horrocks, T., Wedge, D., Hackman, N., Green, T. & Holden, E. J., May 2024, In: Ore Geology Reviews. 168, 106004.Research output: Contribution to journal › Article › peer-review
Open Access -
Anomaly detection in Fourier transform infrared spectroscopy of geological specimens using variational autoencoders
Gonzalez, C. M., Horrocks, T., Wedge, D., Holden, E. J., Hackman, N. & Green, T., Jul 2023, In: Ore Geology Reviews. 158, 105478.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Magnetic grid resolution enhancement using machine learning: A case study from the Eastern Goldfields Superterrane
Smith, L., Horrocks, T., Holden, E. J., Wedge, D. & Akhtar, N., Nov 2022, In: Ore Geology Reviews. 150, 10 p., 105119.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
3-D geochemical interpolation guided by geophysical inversion models
Horrocks, T., Holden, E. J., Wedge, D. & Wijns, C., May 2021, In: Geoscience Frontiers. 12, 3, 101089.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
A comparative study of neural network methods for first break detection using seismic refraction data over a detrital iron ore deposit
Gillfeather-Clark, T., Horrocks, T., Holden, E. J. & Wedge, D., Oct 2021, In: Ore Geology Reviews. 137, 104201.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus)
Projects
- 11 Finished
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Data Fusion Projects Engagement - Develop complementary software solutions for the automated drillhole data analysis alogrithms and software
Holden, E.-J. (Investigator 01) & Wedge, D. (Investigator 02)
Technological Resources Pty Ltd
1/01/18 → 31/12/21
Project: Research
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Text mining of Geological Reports: A Preliminary Study
Holden, E.-J. (Investigator 01), Horrocks, T. (Investigator 02), Wedge, D. (Investigator 03) & Liu, W. (Investigator 04)
Geological Survey of Western Australia
21/11/16 → 30/04/17
Project: Research
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Geological interpretation support tools for drill hole data using machine learning techniques
Holden, E.-J. (Investigator 01) & Wedge, D. (Investigator 02)
Technological Resources Pty Ltd
1/09/14 → 31/08/17
Project: Research
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Reducing 3D Geological Uncertainty via Improved Data Interpretation Methods
Jessell, M. (Chief Investigator), Holden, E.-J. (Chief Investigator), Baddeley, A. (Chief Investigator), Wedge, D. (Chief Investigator), Lindsay, M. (Chief Investigator), Aillères, L. (Chief Investigator), Gessner, K. (Chief Investigator) & Hronsky, J. (Chief Investigator)
ARC Australian Research Council
1/01/14 → 31/12/16
Project: Research
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Reducing 3D Geological Uncertainty via Improved Data Interpretation Methods
Jessell, M. (Investigator 01), Holden, E.-J. (Investigator 02), Baddeley, A. (Investigator 03), Aillères, L. (Investigator 04), Wedge, D. (Investigator 05), Lindsay, M. (Investigator 06), Gessner, K. (Investigator 07) & Hronsky, J. (Investigator 08)
ARC Australian Research Council , Geological Survey of Western Australia, Monash University, Western Mining Services Australia Pty Ltd
1/01/14 → 30/06/18
Project: Research
Prizes
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Vice Chancellor’s Award in Impact and Innovation
Dentith, M. (Recipient), Holden, E.-J. (Recipient), Kovesi, P. (Recipient), Wong, J. (Recipient) & Wedge, D. (Recipient), 2015
Prize