Recent Publications

2023

  1. Andrew Davidson, Arthur Morley-Bunker, Logan Walker, R. Mukundan, "Grey Level Texture Features for Segmentation of Chromogenic Dye RNAscope From Breast Cancer Tissue", 4th International Conference on Medical Imaging and Computer Aided Diagnosis (MICAD-2023), Cambridge, U.K, 9-10 Dec 2023.

  2. William Valentine, R. Mukundan, "GPU Accelerated Modelling and Real-time Rendering of Fluid Motion", Image and Vision Computing Conference (IVCNZ-2023), New Zealand, 29-30 Nov 2023.

2022

  1. R. Mukundan, 3D Mesh Processing and Character Animation: With Examples Using OpenGL, OpenMesh and Assimp, Springer-Nature (Switzerland), Mar 2022, ISBN 978-3030813536.

  2. Haipeng Li, R. Mukundan, Shelley Boyd, "Spatial Distribution Analysis of Novel Texture Feature Descriptors for Accurate Breast Density Classification", Sensors, 22 (7), 2672, Mar 2022.

2021

  1. Haipeng Li, R. Mukundan, Shelley Boyd, "Novel Texture Feature Descriptors Based on Multi-Fractal Analysis and LBP for Classifying Breast Density in Mammograms", MDPI Journal of Imaging, 7 (10), 205, Oct 2021.

  2. Dibash Basukala et. al., "Automated Segmentation of Substantia Nigra and Red Nucleus Using Quantitative Susceptibility Mapping Images: Application to Parkinson’s Disease", Computers and Electrical Engineering (Elsevier), 91, 107091, Jan 2021.

2020

  1. Haipeng Li, R. Mukundan, Shelley Boyd, "An Improved Micro-Calcification Detection Algorithm Using a Novel Multifractal Texture Descriptor and CNN", 16th International Conference on Control, Automation, Robotics and Vision (ICARCV 2020), Shenzhen, China, 13-15 Dec 2020.

  2. Haipeng Li, R. Mukundan, Shelley Boyd, "Robust Texture Features for Breast Density Classification in Mammograms", 16th International Conference on Control, Automation, Robotics and Vision (ICARCV 2020), Shenzhen, China, 13-15 Dec 2020.

  3. Haipeng Li, R. Mukundan, Shelley Boyd, "Robust texture features for emphysema classification in CT images", 28th European Signal Processing Conference (EUSIPCO 2020), Amsterdam, The Netherlands.

2019

  1. Dibash Basukala, R. Mukundan, Tracy Melzer, Anthony Lim, "Automated Segmentation of Substantia Nigra and Red Nucleus in Quantitative Susceptibility Mapping Images", 20th Intnl. Conf. on Parallel and Distributed Computing, Applications and Technologies (PDCAT-2019), Gold Coast, Australia, 5-7 Dec 2019.

  2. Haipeng Li, R. Mukundan, Shelley Boyd, "Breast Density Classification Using Multifractal Spectrum with Histogram Analysis", Image and Vision Computing (IVCNZ 2019), University of Otago, Dunedin, 2-4 Dec 2019.

  3. Hao Yin, R. Mukundan "Improved Vertex Skinning Algorithm Based on Dual Quaternions", 21st Intl. Workshop on Multimedia Signal Processing (MMSP 2019), Kuala Lumpur, 27-29 Sep 2019.

  4. Haipeng Li, R. Mukundan, Shelley Boyd, "A Novel Application of Multifractal Features for Detection of Microcalcifications in Digital Mammograms", 23rd Conf. on Medical Image Understanding and Analysis (MIUA 2019), University of Liverpool, 24-26 July 2019.

  5. Prerna Singh, R. Mukundan, and Rex De Ryke, "Feature Enhancement of Medical Ultrasound Videos Using Contrast Limited Adaptive Histogram Equalization", Journal of Digital Imaging, Springer, July 2019.

  6. Huyuan Shangguan, R. Mukundan, "3D Human Pose Dataset Augmentation Using Generative Adversarial Network", 3rd Intnl. Conf. on Graphics and Signal Processing (ICGSP 2019), Hong Kong, 1-3 June 2019.

  7. R. Mukundan, "Analysis of Image Feature Characteristics for Automated Scoring of HER2 in Histology Slides", Journal of Imaging, Vol. 5, No. 3, 2019.

  8. Ori Ganoni, R. Mukundan, Richard Green, "A Generalized Simulation Framework for Tethered Remotely Operated Vehicles in Realistic Underwater Environments", Drones, Vol. 3, No. 1, 2019.

  9. Prerna Singh, R. Mukundan, and Rex De Ryke, "Feature Enhancement of Medical Ultrasound Videos Using Multifractal and Adaptive Histogram Equalization Techniques", IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR-2019), San Jose, California, 28-30 March 2019.

2018

  1. Dibash Basukala, R. Mukundan, Tracy Melzer, Ross Keenan, "Segmentation of Substantia Nigra for the automated characterization of Parkinson's Disease", 3rd Intnl Conf on Image Processing Applications and Systems (IPAS-2018), Nice, France, 12-14 Dec 2018.

  2. Tieta Putri, R. Mukundan, and Rex De Ryke, "Neutrosophic Extraction of Vincent van Gogh's Visible Brushstrokes", 33rd Image and Vision Computing Conference (IVCNZ-2018), Auckland: New Zealand, 19-21 Nov 2018.

  3. Dibash Basukala, R. Mukundan, Tracy Melzer and Ross Keenan, "Segmentation of Substantia Nigra using Weighted Thresholding Method", 33rd Image and Vision Computing Conference (IVCNZ-2018), Auckland: New Zealand, 19-21 Nov 2018.

  4. Prerna Singh, R. Mukundan, and Rex De Ryke, "A Comparative Analysis of Clustering Algorithms for Ultrasound Image Despeckling Applications", 2nd International Conference on Graphics and Signal Procesing (ICGSP-2018), Sydney, Australia, 6-8 October 2018.

  5. Prerna Singh, R. Mukundan, and Rex De Ryke, "Enhanced Steerable Pyramid Transformation for Medical Ultrasound Image Despeckling", 20th International Workshop on Multimedia Signal Processing (MMSP-2018), Simon Fraser University, Vancouver, Canada, 29-31 Aug 2018.

  6. Ori Ganoni, R. Mukundan, Richard Green, "Visually Realistic Plankton Models for Simulating Underwater Environments", 22nd International Conference on Information Visualization (IV-2018), University Salerno, Italy, 10-13 July 2018.

  7. R. Mukundan, "Feature Analysis of Biomarker Descriptors for HER2 Classification of Histology Slides", 22nd Conference on Medical Image Understanding and Analysis (MIUA-2018), University of Southampton, U.K, 9-11 July 2018.

  8. Prerna Singh, R. Mukundan, and Rex De Ryke, "A Novel Ultrasound Image Enhancement Algorithm Using Cascaded Clustering on Wavelet Sub-bands", Irish Signals and Systems Conference (ISSC-2018), Queen's University of Belfast, 21-22 June 2018.

  9. Ori Ganoni, R. Mukundan, Richard Green, "Visually Realistic Graphical Simulation of Underwater Cable", 26th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2018), Plzen, Czech Republic, 28 May - 1 June 2018.

  10. R. Mukundan, "Image Features Based on Characteristic Curves and Local Binary Patterns for Automated HER2 Scoring", Journal of Imaging, vol. 4, no. 2, p. 35, 2018.

  11. Prerna Singh, R. Mukundan, and Rex De Ryke, "Texture Based Quality Analysis of Simulated Synthetic Ultrasound Images Using Local Binary Patterns", Journal of Imaging, vol. 4, no. 1, p. 3, 2018.

  12. T. Qaiser et al., "HER2 challenge contest: a detailed assessment of automated HER2 scoring algorithms in whole slide images of breast cancer tissues", Histopathology, vol. 72, no. 2, pp. 227-238, Jan 2018. DOI: 10.1111/his.13333

2017

  1. Ori Ganoni, R. Mukundan, Richard Green,"A Multi Sensory Approach Using Error Bounds for Improved Visual Odometry", Image and Vision Computing Conference (IVCNZ-17), Christchurch, 4-6 Dec 2017.

  2. Tieta Putri, R. Mukundan, Kourosh Neshatian,"Artistic Style Characterization and Brush Stroke Modelling for Non-Photorealistic Rendering", Image and Vision Computing Conference (IVCNZ-17), Christchurch, 4-6 Dec 2017.

  3. Prerna Singh, R. Mukundan, Rex deRtyke, "Quality Analysis Of Synthetic Ultrasound Images Using Co-Occurrence Texture Statistics", Image and Vision Computing Conference (IVCNZ-17), Christchurch, 4-6 Dec 2017.

  4. Huyuan ShangGuan, R. Mukundan, "3D Video-based Motion Capture using Convolutional Neural Networks", Image and Vision Computing Conference (IVCNZ-17), Christchurch, 4-6 Dec 2017.

  5. Prerna Singh, R. Mukundan, Rex de Ryke, "Modelling, Speckle Simulation and Quality Evaluation of Synthetic Ultrasound Images", Medical Image Understanding and Analysis (MIUA-2017), Univ. of Edinburgh, 11-13 July 2017, Springer CCIS 723, pp. 74-85.

  6. R. Mukundan, "A Robust Algorithm for Automated HER2 Scoring in Breast Cancer Histology Slides Using Characteristic Curves", Medical Image Understanding and Analysis (MIUA-2017), Univ. of Edinburgh, 11-13 July 2017, Springer CCIS 723, pp. 386-397.

  7. Ori Ganoni, R. Mukundan, "A Framework for Visually Realistic Multi-robot Simulation in Natural Environment", 25th International Conference on Computer Graphics, Visualization and Computer Vision (WSCG-2017), Plzen, Czech Republic, 29 May - 2 June, 2017.

  8. Huyuan ShangGuan, R. Mukundan, "Video Based Motion Capture in Environments with Non-stationary Background", Proc. Intnl. Conf. on Signals and Systems (ICSigSys-2017), Indonesia, 16-18 May 2017, pp. 44-49.

  9. Prerna Singh, R. Mukundan, Rex de Ryke,"Synthetic Models of Ultrasound Image Formation for Speckle Noise Simulation and Analysis", Intnl. Conf. on Signals and Systems (ICSigSys-2017), Indonesia, 16-18 May 2017, pp. 278-284.

  10. Tieta Putri, R. Mukundan, Kourosh Neshatian, "Artistic Style Characterization of Vincent Van Gogh's Paintings using Extracted Features from Visible Brush Strokes", Intnl. Conf. on Pattern Recognition Applications and Methods (ICPRAM), Porto, 24-26 Feb 2017, pp. 378-385.