Eun-Jung Holden

Professor, BSc MSc PhD W.Aust.

  • The University of Western Australia (M006), 35 Stirling Highway,

    6009 Perth

    Australia

  • 638 Citations
  • 13 h-Index
1994 …2021
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Research Output 1994 2019

2019
1 Citation (Scopus)
hydration
Hydration
Assays
Rocks
assay

GeoDocA – Fast analysis of geological content in mineral exploration reports: A text mining approach

Holden, E. J., Liu, W., Horrocks, T., Wang, R., Wedge, D., Duuring, P. & Beardsmore, T., 1 Aug 2019, In : Ore Geology Reviews. 111, 102919.

Research output: Contribution to journalArticle

Mineral exploration
mineral exploration
Minerals
repository
mineral
1 Citation (Scopus)

Incorporating conceptual and interpretation uncertainty to mineral prospectivity modelling

Burkin, J. N., Lindsay, M. D., Occhipinti, S. A. & Holden, E. J., Jul 2019, In : Geoscience Frontiers. 10, 4, p. 1383-1396

Research output: Contribution to journalArticle

Open Access
mineral
modeling
mineralization
fuzzy mathematics
mineral deposit

Machine learning assisted geological interpretation of drillhole data: Examples from the Pilbara Region, Western Australia

Wedge, D., Hartley, O., McMickan, A., Green, T. & Holden, E. J., 1 Nov 2019, In : Ore Geology Reviews. 114, 103118.

Research output: Contribution to journalArticle

Learning systems
Iron ores
Geology
iron ore
Assays
2 Citations (Scopus)

The spatial-temporal patterns of land cover changes due to mining activities in the Darling Range, Western Australia: A Visual Analytics Approach

Vasuki, Y., Yu, L., Holden, E. J., Kovesi, P., Wedge, D. & Grigg, A. H., 1 May 2019, In : Ore Geology Reviews. 108, SI, p. 23-32 10 p.

Research output: Contribution to journalArticle

Patient rehabilitation
Learning systems
land cover
Learning algorithms
Bauxite mines
2018
1 Citation (Scopus)
141 Downloads (Pure)

A data mining approach to validating drill hole logging data in Pilbara iron ore exploration

Wedge, D., Lewan, A., Paine, M., Holden, E. J. & Green, T., 1 Jun 2018, In : Economic Geology. 113, 4, p. 961-972 12 p.

Research output: Contribution to journalArticle

Open Access
File
iron ores
data mining
Iron ores
iron ore
Data mining

A Method And System For Validating Logging Data For A Mineral Sample (WO 2018/136998 A1)

Wedge, D., Paine, M., Lewan, A., Holden, E-J. & Green, T., 2018, Patent Cooperation Treaty,

Research output: Patent

1 Citation (Scopus)
edge detection
platinum group element
Prostaglandins E
Deposits
deposits
8 Citations (Scopus)

Monitoring surface mining belts using multiple remote sensing datasets: A global perspective

Yu, L., Xu, Y., Xue, Y., Li, X., Cheng, Y., Liu, X., Porwal, A., Holden, E. J., Yang, J. & Gong, P., 1 Oct 2018, In : Ore Geology Reviews. 101, p. 675-687 13 p.

Research output: Contribution to journalArticle

Open pit mining
global perspective
Remote sensing
remote sensing
land cover
313 Downloads (Pure)

Quantitative Analysis of 4D Seismic and Production Data for Saturation Estimation and Fluid-flow Model Assessment

Medeiros de Souza, R., 2018, (Unpublished)

Research output: ThesisDoctoral Thesis

File
quantitative analysis
fluid flow
seismic data
saturation
flow modeling
1 Citation (Scopus)

Towards geological knowledge discovery using vector-based semantic similarity

Enkhsaikhan, M., Liu, W., Holden, E. J. & Duuring, P., 1 Jan 2018, Advanced Data Mining and Applications - 14th International Conference, ADMA 2018, Proceedings. Gan, G., Li, X., Wang, S. & Li, B. (eds.). Springer-Verlag Wien, p. 224-237 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11323 LNAI).

Research output: Chapter in Book/Conference paperConference paper

Semantic Similarity
Knowledge Discovery
Data mining
Semantics
Query
2017
13 Citations (Scopus)
130 Downloads (Pure)
Open Access
File
Lithology
Image segmentation
segmentation
Rocks
Color

Fast and objective detection and analysis of structures in downhole images

Wedge, D., Holden, E. J., Dentith, M. & Spadaccini, N., 1 Sep 2017, In : Journal of Applied Geophysics. 144, p. 157-172 16 p.

Research output: Contribution to journalArticle

sine waves
image analysis
harnesses
minerals industry
labor
2 Citations (Scopus)

Learning characteristic natural gamma shale marker signatures in iron ore deposits

Nathan, D., Duuring, P., Holden, E-J., Wedge, D. & Horrocks, T., 1 Sep 2017, In : Computers and Geosciences. 106, p. 77-88 12 p.

Research output: Contribution to journalArticle

stratigraphic boundary
Ore deposits
Iron ores
Shale
iron ore
2016
7 Citations (Scopus)
208 Downloads (Pure)
Open Access
File
lineament
geological structure
data interpretation
Visualization
visualization

Integrated Exploration Platform

Wong, J., Holden, E-J., Kovesi, P., Nathan, D. A. & Gessner, K., 2016

Research output: Non-traditional research outputSoftware

8 Citations (Scopus)
Cost-sensitive Learning
visual cue
Gold
Machine Learning
gold
9 Citations (Scopus)
Lithology
lithology
Classifiers
Coal
Learning algorithms
28 Citations (Scopus)

GIS-based 3D prospectivity mapping: A case study of Jiama copper-polymetallic deposit in Tibet, China

Xiao, K., Li, N., Porwal, A., Holden, E-J., Bagas, L. & Lu, Y., Dec 2015, In : Ore Geology Reviews. 71, p. 611-632 22 p.

Research output: Contribution to journalArticle

Geographic information systems
Copper
Geochemistry
Deposits
GIS
2014
8 Citations (Scopus)

Interactive multi-image blending for visualization and interpretation

Kovesi, P., Holden, E-J. & Wong, J., 2014, In : Computers and Geosciences. 72, p. 147-155

Research output: Contribution to journalArticle

visualization
Visualization
data interpretation
2 Citations (Scopus)

Quantifying target spotting performances with complex geoscientific imagery using ERP P300 responses

Sivarajah, Y., Holden, E-J., Togneri, R., Price, G. W. & Tan, T., 2014, In : International Journal of Human-Computer Studies. 72, 3, p. 275-283

Research output: Contribution to journalArticle

Enterprise resource planning
Electroencephalography
interpreter
performance
Brain
91 Citations (Scopus)
Unmanned aerial vehicles (UAV)
geological structure
image analysis
Image analysis
dip
3 Citations (Scopus)

Visual saliency and potential field data enhancements:Where is your attention drawn?

Sivarajah, Y., Holden, E-J., Togneri, R., Dentith, M. & Lindsay, M., 2014, In : Interpretation. 2, p. 9-21

Research output: Contribution to journalArticle

2013
2 Citations (Scopus)

CET exSim: mineral exploration experience via simulation

Wong, J., Holden, E-J., Kovesi, P., Mccuaig, C. & Hronsky, J., 2013, In : Exploration Geophysics. 44, 4, p. 272-281

Research output: Contribution to journalArticle

5 Citations (Scopus)
10 Citations (Scopus)
confidence
kriging
Rocks
grids
rocks
1 Citation (Scopus)

Studying the Impact of Feature Saliency for Geoscientific Target Detection using Electroencephalography

Sivarajah, Y., Holden, E-J., Kovesi, P., Togneri, R., Tan, T. & Price, G., 2012, Digital Image Computing Techniques and Applications (DICTA), 2012 International Conference on. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-6

Research output: Chapter in Book/Conference paperConference paper

68 Citations (Scopus)

Towards automatic lithological classification from remote sensing data using support vector machines

Yu, L., Porwal, A., Holden, E-J. & Dentith, M., 2012, In : Computers and Geosciences. 45, p. 229-239

Research output: Contribution to journalArticle

40 Citations (Scopus)
3 Citations (Scopus)

Visualising full tensor gradient gravity data using texture and colour cues

Wedge, D., Sivarajah, Y., Holden, E-J., Kovesi, P., Johnston, P. & Wijns, C., 2012, Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-8

Research output: Chapter in Book/Conference paperConference paper

2011
14 Citations (Scopus)

Automatic identification of responses from porphyry intrusive systems within magnetic data using image analysis

Holden, E-J., Fu, S. C., Kovesi, P., Dentith, M., Bourne, B. & Hope, M., 2011, In : Journal of Applied Geophysics. 74, p. 255-262

Research output: Contribution to journalArticle

image analysis
porphyry
hydrothermal alteration
intrusion
mineralization

CET Porphyry Analysis - Oasis montaj

Holden, E-J., Kovesi, P., Dentith, M., Wong, J. & Fu, S. C., 2011

Research output: Non-traditional research outputSoftware

2010

CET Grid Analysis Extension

Holden, E-J., Dentith, M. & Kovesi, P., 2010

Research output: Non-traditional research outputSoftware

4 Citations (Scopus)

Detection of Regions of Structural Complexity within Aeromagnetic Data using Image Analysis

Holden, E-J., Kovesi, P., Dentith, M., Wedge, D., Wong, J. & Fu, S. C., 2010, 25th International Conference of Image and Vision Computing New Zealand Conference Proceedings. Bainbridge-Smith, A. & Green, R. (eds.). Queenstown, New Zealand ed. New Zealand: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. online

Research output: Chapter in Book/Conference paperConference paper

Profiling of Aeromagnetic Data Interpretation using the Eye Tracker

Holden, E-J., Dentith, M., Mccuaig, C., Tan, T. & West, G., 2010, 21st International Geophysical Conference and Exhibition. Collingwood, Victoria: CSIRO Publishing, Vol. 2010 (1). p. 1-4

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

Quantitative Study of Geological Target Spotting with the use of Eye Tracking

Chadwick, T., Tan, T., West, G., Mcmeekin, D. A., Holden, E-J., Dentith, M. & Mccuaig, C., 2010, Proceedings of the IUI 2010 International Workshop on Eye Gaze in Intelligent Human Machine Interaction. online: http://links.cse.msu.edu:8000/iui/program.html: International Conference on Intelligent User Interfaces, Vol. N/A. p. 7 pp

Research output: Chapter in Book/Conference paperConference paper

2009
14 Citations (Scopus)

An image analysis method to determine crystal size distributions of olivine in kimberlite

Holden, E-J., Moss, S., Russell, J. K. & Dentith, M., 2009, In : COMPUTATIONAL GEOSCIENCES. 13, 3, p. 255-268

Research output: Contribution to journalArticle

Olivine
kimberlite
Image Analysis
image analysis
Image analysis
2008
106 Citations (Scopus)

A fast and fully automatic registration approach based on point features for multi-source remote-sensing images

Yu, L., Zhang, D. & Holden, E-J., 2008, In : Computers and Geosciences. 34, 7, p. 838-848

Research output: Contribution to journalArticle

Remote sensing
Image registration
remote sensing
Linear transformations
triangulated irregular network
2 Citations (Scopus)

Application of Radial Symmetry for Caldera Detection

Jenkins, C., Wan, J., Holden, E-J., Dentith, E-J., Kovesi, P. & Haederle, M., 2008, Proceedings of Digital Image Computing: Techniques and Applications DICTA 2008. Robels-Kelly, A. (ed.). Canberra, Australia ed. Los Alamitos, California, USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 142-147

Research output: Chapter in Book/Conference paperConference paper

20 Citations (Scopus)

Automatic detection of anisotropic features on rock surfaces

Baker, B. R., Gessner, K., Holden, E-J. & Squelch, A. P., 2008, In : Geosphere. 4, p. 418-428

Research output: Contribution to journalArticle

quartzite
rock
roughness
anisotropy
engineering
32 Citations (Scopus)
Gold deposits
aeromagnetic survey
gold
shear zone
Mineral resources
2007
1 Citation (Scopus)

Towards the Automated Mapping of Linear Anomalies within Aeromagnetic Datasets

Fam, C. H., Holden, E-J., Dentith, M. & Kovesi, P., 2007, Proceedings of Digital Image Computing Techniques and Applications. Bottema, M. J., Maeder, A., Redding, N. & Hengel, A. V. D. (eds.). Adelaide ed. New Jersey: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD. p. 424-429

Research output: Chapter in Book/Conference paperConference paper

2006

Dynamic finger-spelling recognition using geometric and motion features

Goh, P. & Holden, E-J., 2006, Proceedings of IEEE International Conference on Image Processing. Barnes, C. (ed.). Atlanta ed. New Jersey: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD. p. CD

Research output: Chapter in Book/Conference paperConference paper

2005

An Interactive Sign Language Display System

Holden, E-J., Wong, J. & Owens, R., 2005, Proceedings of the Eighth International Symposium Signal Processing and it's Applications. Sydney, Australia ed. Sydney: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 54-57

Research output: Chapter in Book/Conference paperConference paper

44 Citations (Scopus)

Australian Sign Language Recognition

Holden, E-J., Owens, R. & Lee, G., 2005, In : Machine Vision and Applications. 16, 5, p. 312-320

Research output: Contribution to journalArticle

Hidden Markov models
Feature extraction
Experiments
8 Citations (Scopus)

Automatic Recognition of Colloquial Australian Sign Language

Holden, E-J. & Owens, R., 2005, Proceedings IEEE Workshop on Motion and Video Computing. Azada, D. (ed.). Breckenridge, Colorado ed. U.S.A.: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2. p. 183-188

Research output: Chapter in Book/Conference paperConference paper

The Auslan Tuition System

Holden, E-J., Owens, R., Wong, J., Yeates, S. R., Lowe, N. H. & Strauss, J., 2005

Research output: Non-traditional research outputSoftware

2004

Segmenting Occluded Objects using a Motion Snake

Holden, E-J. & Owens, R., 2004, Proceedings of the Sixth Asian Conference on Computer Vision. Hong, K-S. & Zhang, Z. (eds.). Jeju, Korea ed. Seoul, Korea: Asian Federation of Computer Vision Societies (AFCV), Vol. 1. p. 342-347

Research output: Chapter in Book/Conference paperConference paper