Mehala Balamurali

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Transfer Learning

Geospatial Data

Action Recognition

Hidden Semi Markov Models

Top Venues

Comput. Geosci.

Publications

Georgia Markham, Mehala Balamurali, Andrew J. Hill
Understanding the Cross-Domain Capabilities of Video-Based Few-Shot Action Recognition Models. CoRR (2024)
Mehala Balamurali, Arman Melkumyan, John N. Zigman
Factors Influencing Autonomously Generated 3D Geophysical Spatial Models. CoRR (2023)
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 (2023)
Mehala Balamurali, Konstantin M. Seiler
Better Predict the Dynamic of Geometry of In-Pit Stockpiles Using Geospatial Data and Polygon Models. CoRR (2023)
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)
Liyang Liu, Mehala Balamurali, Katherine L. Silversides, Rami N. Khushaba
Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators. AI (2022)
Mehala Balamurali, Andrew John Hill, J. 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)
John Haddadian, Mehala Balamurali
Transfer Learning and Data Augmentation in the Diagnosis of Knee MRI. AI (2022)
Georgia Markham, Konstantin M. Seiler, Mehala Balamurali, Andrew J. Hill
Load-Haul Cycle Segmentation with Hidden Semi-Markov Models. CASE (2022)
Mehala Balamurali
A Bayesian Method for Estimating Uncertainty in Excavated Material. CoRR (2021)
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 (2021)
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 (2019)
Mehala Balamurali, Arman Melkumyan
t-SNE Based Visualisation and Clustering of Geological Domain. ICONIP (4) (2016)