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ORCIDMehala Balamurali
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2020 – today
- 2024
[i6]Georgia Markham, Mehala Balamurali, Andrew J. Hill:
Understanding the Cross-Domain Capabilities of Video-Based Few-Shot Action Recognition Models. CoRR abs/2406.01073 (2024)- 2023
- [c6]Mehala Balamurali
, Ehsan Mihankhah:
SimMining-3D: Altitude-Aware 3D Object Detection in Complex Mining Environments: A Novel Dataset and ROS-Based Automatic Annotation Pipeline. AI (1) 2023: 55-66 - [i5]Mehala Balamurali, Arman Melkumyan, John N. Zigman:
Factors Influencing Autonomously Generated 3D Geophysical Spatial Models. CoRR abs/2302.11572 (2023) - [i4]Mehala Balamurali, Konstantin M. Seiler:
Better Predict the Dynamic of Geometry of In-Pit Stockpiles Using Geospatial Data and Polygon Models. CoRR abs/2302.12392 (2023) - [i3]Mehala Balamurali, Ehsan Mihankhah:
SimMining-3D: Altitude-Aware 3D Object Detection in Complex Mining Environments: A Novel Dataset and ROS-Based Automatic Annotation Pipeline. CoRR abs/2312.06113 (2023) - 2022
- [c5]John Haddadian, Mehala Balamurali:
Transfer Learning and Data Augmentation in the Diagnosis of Knee MRI. AI 2022: 452-463 - [c4]Liyang Liu, Mehala Balamurali, Katherine L. Silversides, Rami N. Khushaba:
Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators. AI 2022: 787-797 - [c3]Georgia Markham, Konstantin M. Seiler, Mehala Balamurali, Andrew J. Hill:
Load-Haul Cycle Segmentation with Hidden Semi-Markov Models. CASE 2022: 447-454 - [c2]Mehala Balamurali, Andrew John Hill, Javier Martinez, Rami N. Khushaba, Liyang Liu, Najmeh Kamyabpour, Ehsan Mihankhah:
A Framework to Address the Challenges of Surface Mining through Appropriate Sensing and Perception. ICARCV 2022: 261-267 - 2021
- [i2]Raymond Leung, Mehala Balamurali, Alexander Lowe:
Surface Warping Incorporating Machine Learning Assisted Domain Likelihood Estimation: A New Paradigm in Mine Geology Modelling and Automation. CoRR abs/2103.03923 (2021) - [i1]Mehala Balamurali:
A Bayesian Method for Estimating Uncertainty in Excavated Material. CoRR abs/2105.00600 (2021)
2010 – 2019
- 2019
- [j1]Mehala Balamurali, Katherine L. Silversides, Arman Melkumyan:
A comparison of t-SNE, SOM and SPADE for identifying material type domains in geological data. Comput. Geosci. 125: 78-89 (2019) - 2016
- [c1]Mehala Balamurali, Arman Melkumyan:
t-SNE Based Visualisation and Clustering of Geological Domain. ICONIP (4) 2016: 565-572
Coauthor Index
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