UC SPARK - University of Canterbury - New Zealand

Associate Professor Ramakrishn Mukundan

Computer Science and Software Engineering

Fields of Research

  • Computer graphics, Real-time rendering, Terrain programming, Non-photorealistic rendering
  • Image analysis, Compression algorithms, Image-based rendering, View synthesis
  • Moment functions, Discrete orthogonal moments, Tchebichef moments
  • Pattern recognition, Invariant pattern analysis, Rotation invariants, Zernike invariants
  • Biomedical Image Analysis, Volumetric Rendering, Feature Representation

Researcher Summary

Research interests include: 1. computer Vision: Pose estimation using moment functions; Object recognition using moment invariants; Moment based algorithms for stereo vision. 2. Image Analysis: Discrete orthogonal image transforms; Image compression using Tchebichef transform; Invariant characteristics of shape descriptors; Fast computation of moment invariants. 3. Computer Graphics: Real-time rendering; Non-photorealistic rendering; Terrain rendering algorithms; Image-based rendering and view synthesis.

Subject Area: Disciplines

Research Groups

Affiliations

Research/Scholarly/Creative Works

  • Ganoni O. and Mukundan R. (2017) A Framework for Visually Realistic Multi-robot Simulation in Natural Environment. Plzen, Czech Republic: 25th International Conference on Computer Graphics, Visualization and Computer Vision 2017, 29 May-2 Jun 2017. In Journal of WSCG (Conference Contributions - Published)
  • Mukundan R. (2017) A Robust Algorithm for Automated HER2 Scoring in Breast Cancer Histology Slides Using Characteristic Curves. University of Edinburgh: Medical Image Understanding and Analysis, 11-13 Jul 2017. In Communications in Computer and Information Science 723: 386-397. http://dx.doi.org/10.1007/978-3-319-60964-5_34. (Conference Contributions - Published)
  • Mukundan R. (2017) Contour Based High Resolution 3D Mesh Construction Using HRCT and MRI Stacks. International Journal of Multimedia Data Engineering and Management 8(4): 60-73. http://dx.doi.org/10.4018/IJMDEM.2017100104. (Journal Articles)
  • Mukundan R. (2017) Reconstruction of high resolution 3D meshes of lung geometry from HRCT contours. In Proceedings - 2016 IEEE International Symposium on Multimedia, ISM 2016: 247-252. http://dx.doi.org/10.1109/ISM.2016.113. (Conference Contributions - Published)
  • Putri T., Mukundan R. and Neshatian K. (2017) Artistic Style Characterization of Vincent Van Gogh’s Paintings using Extracted Features from Visible Brush Strokes. Porto, Portugal: 6th International Conference on Pattern Recognition Applications and Methods, 24-26 Feb 2017. In Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods 1: 378-385. http://dx.doi.org/10.5220/0006188303780385. (Conference Contributions - Published)
  • Qaiser T., Mukherjee A., Reddy Pb C., Munugoti SD., Tallam V., Pitkäaho T., Lehtimäki T., Naughton T., Berseth M. and Pedraza A. (2017) Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues.. Histopathology http://dx.doi.org/10.1111/his.13333. (Journal Articles)
  • ShangGuan H. and Mukundan R. (2017) Video based motion capture in environments with non-stationary background. Bali, Indonesia.: 2017 International Conference on Signals and Systems, 16-18 May 2017. In 2017 International Conference on Signals and Systems (ICSigSys): 44-49. http://dx.doi.org/10.1109/ICSIGSYS.2017.7967067. (Conference Contributions - Published)
  • Singh P., Mukundan R. and de Ryke R. (2017) Modelling, Speckle Simulation and Quality Evaluation of Synthetic Ultrasound Images. University of Edinburgh: Medical Image Understanding and Analysis, 11-13 Jul 2017. In Communications in Computer and Information Science 723: 74-85. http://dx.doi.org/10.1007/978-3-319-60964-5_7. (Conference Contributions - Published)
  • Singh P., Mukundan R. and de Ryke R. (2017) Synthetic models of ultrasound image formation for speckle noise simulation and analysis. Indonesia: 2017 International Conference on Signals and Systems, 16-18 May 2017. In 2017 International Conference on Signals and Systems (ICSigSys): 278-284. http://dx.doi.org/10.1109/ICSIGSYS.2017.7967056. (Conference Contributions - Published)
  • Yamada S. and Neshatian K. (2017) Multiple kernel learning with one-level optimization of radius and margin. In Lecture Notes in Computer Science 10400 LNAI: 52-63. http://dx.doi.org/10.1007/978-3-319-63004-5_5. (Conference Contributions - Published)
  • Putri T. and Mukundan R. (2016) Iterative brush path extraction algorithm for aiding flock brush simulation of stroke-based painterly rendering. Porto, Portugal: 5th International Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design, 30 Mar-2 Apr 2016. In Lecture Notes in Computer Science 9596: 152-162. http://dx.doi.org/10.1007/978-3-319-31008-4_11. (Conference Contributions - Published)
  • Ibrahim MA. and Mukundan R. (2015) Analysis of Scale Variations of Local Features for Accurate Classification of Emphysema Images. Shenyang, China: 8th International Conference on BioMedical Engineering and Informatics (BMEI 2015), 14-16 Oct 2015. http://dx.doi.org/10.1109/BMEI.2015.7401464. (Conference Contributions - Published)
  • Ibrahim MA. and Mukundan R. (2015) Cascaded techniques for improving emphysema classification in computed tomography images. Artificial Intelligence Research 4(2): 112-118. http://dx.doi.org/10.5430/air.v4n2p112. (Journal Articles)
  • Mukundan R. (2015) Multilevel stroke textures for sketch based non-photorealistic rendering. Vancouver, Canada: 6th International Conference and Workshop on Computing and Communication (IEMCON 2015), 15-17 Oct 2015. In IEMCON Proceedings: 7pp. http://dx.doi.org/10.1109/IEMCON.2015.7344505. (Conference Contributions - Published)
  • Bai H., Lee G., Mukundan R. and Billinghurst M. (2014) 3D Gesture Interaction for Handheld Augmented Reality. Shenzhen, China: 2014 Mobile Graphics and Interactive Applications Symposium (SIGGRAPH Asia), 3-6 Dec 2014. (7): 1-6. http://dx.doi.org/10.1145/2669062.2669073. (Conference Contributions - Published)
  • Ibrahim M. and Mukundan R. (2014) Multi-fractal Techniques for Emphysema Classification in Lung Tissue Images. Kuala Lumpur, Malaysia: International Conference on Future Bioengineering (ICFB-2014), 13-14 Dec 2014. In Proceedings of Chemical, Biological and Environmental Engineering (IPCBEE) 78: 119-123. (Conference Contributions - Published)
  • Mukundan R. (2014) Local Tchebichef Moments for Texture Analysis. In Papakostas GA (Ed.), Moments and Moment Invariants - Theory and Applications: 127-142. Thrace: Science Gate Publishing. http://dx.doi.org/10.15579/gcsr.vol1.ch6. (Chapters)
  • Buchanan P., Mukundan R. and Doggett M. (2013) Automatic Single-View Character Model Reconstruction. Anaheim, CA, USA: International Symposium on Sketch Based Interfaces and Modeling (SBIM 2013), 19-20 Jul 2013. In SBIM '13: Proceedings of the International Symposium on Sketch-Based Interfaces and Modeling: 5-14. http://dx.doi.org/10.1145/2487381.2487385. (Conference Contributions - Published)
  • Li B. and Mukundan R. (2013) A Comparative Analysis of Spatial Partitioning Methods for Large-Scale, Real-time Crowd Simulation. Plizen, Czech Republic: 21st International Conference on Computer Graphics, Visualization and Computer Vision (WSCG 2013), 24-27 Jun 2013. In WSCG-2013 Communication Papers Proceedings http://wscg.zcu.cz/DL/wscg_DL.htm. (Conference Contributions - Published)
  • Buchanan P., Dogget M. and Mukundan R. (2012) Structural vectorization of raster images. Dunedin, New Zealand: 27th International Conference on Image and Vision Computing New Zealand (IVCNZ '12), 26-28 Nov 2012. In Proceedings:: 319-324. (Conference Contributions - Published)
  • Hunt R., Neshatian K. and Zhang M. (2012) A Genetic Programming Approach to Hyper-Heuristic Feature Selection. Hanoi, Vietnam: 9th International Conference on Simulated Evolution and Learning (SEAL 2012), 16-19 Dec 2012. In Lecture Notes in Computer Science (LNCS) 7673:: 320-330. http://dx.doi.org/10.1007/978-3-642-34859-4_32. (Conference Contributions - Published)
  • Jassim WA., Raveendran P. and Mukundan R. (2012) New orthogonal polynomials for speech signal and image processing. IET Signal Processing 6(8): 713-723. http://dx.doi.org/10.1049/iet-spr.2011.0004. (Journal Articles)
  • Mukundan R. and Li B. (2012) Crowd simulation: Extended oriented bounding boxes for geometry and motion representation. In ACM International Conference Proceeding Series: 121-125. http://dx.doi.org/10.1145/2425836.2425863. (Conference Contributions - Published)
  • Mukundan R. and Li B. (2012) Extended oriented bounding boxes for geometry and motion representation. Dunedin, New Zealand: 27th International Conference on Image and Vision Computing New Zealand (IVCNZ '12), 26-28 Nov 2012. In Proceedings:: 121-125. (Conference Contributions - Published)
  • Cardwell O. and Mukundan R. (2011) Visualization and Analysis of Inverse Kinematics Algorithms Using Performance Metric Maps. University of West Bohemia, Pilsen, Czech Republic: 19th International Conference on Computer Graphics, Visualization and Computer Vision 2011, 31 Jan-3 Feb 2011. In Proceedings of WSCG 2011: 63-68. http://wscg.zcu.cz/WSCG2011/wscg2011.htm. (Conference Contributions - Published)
  • Chen H., Mukundan R. and Butler A. (2011) Automatic Lung Segmentation in HRCT Images. Auckland, New Zealand: 26th International Conference Image and Vision Computing New Zealand (IVCNZ), 29 Nov-1 Dec 2011. : 293-298. (Conference Contributions - Published)
  • Tay C., Mukundan R. and Racoceanu D. (2011) Multifractal Analysis of Histopathological Tissue Images. Auckland, New Zealand: 26th International Conference Image and Vision Computing New Zealand (IVCNZ 2011), 29 Nov-1 Dec 2011. : 80-85. (Conference Contributions - Published)
  • Abu NA., Wong SL., Herman NS. and Mukundan R. (2010) An efficient compact Tchebichef Moment for image compression. In 10th International Conference on Information Sciences, Signal Processing and their Applications, ISSPA 2010: 448-451. http://dx.doi.org/10.1109/ISSPA.2010.5605448. (Conference Contributions - Published)
  • Bainbridge-Smith A., Bones PJ., Butler A., Green R., Gough PT., Hann CE., Hayes MP., Millane RP., Mukundan R. and Watts R. (2010) Computational Image Processing at the University of Canterbury. Queenstown, New Zealand: 25th International Conference of Image and Vision Computing New Zealand, 8-9 Nov 2010. (Conference Contributions - Published)
  • Mukundan R. and Hemsley A. (2010) Tissue Image Classification Using Multifractal Spectra. The International Journal of Multimedia Data Engineering and Management 1(2): 62-75. http://dx.doi.org/10.4018/jmdem.2010040104. (Journal Articles)
  • Obaid M., Mukundan R. and Billinghurst M. (2010) Generating and rendering expressive caricatures. In ACM SIGGRAPH 2010 Posters, SIGGRAPH '10 http://dx.doi.org/10.1145/1836845.1836981. (Conference Contributions - Published)
  • Obaid M., Mukundan R. and Billinghurst M. (2010) Rendering and Animating Expressive Caricatures. Chengdu, China: 3rd IEEE International Conference on Computer Science and Information Technology (ICCSIT), 9-11 Jul 2010. : 401-406. http://dx.doi.org/10.1109/ICCSIT.2010.5564056. (Conference Contributions - Published)
  • Obaid M., Mukundan R., Billinghurst M. and Pelachaud C. (2010) Expressive MPEG-4 Facial Animation Using Quadratic Deformation Models. Sydney, Australia: 2010 7th International Conference on Computer Graphics, Imaging and Visualization (CGIV), 7-10 Aug 2010. : 9-14. http://dx.doi.org/10.1109/CGIV.2010.11. (Conference Contributions - Published)
  • Hemsley A. and Mukundan R. (2009) Multifractal Measures for Tissue Image Classification and Retrieval. San Diego, CA, USA: IEEE International Symposium on Multimedia (ISM2009), 14-16 Dec 2009. In Proceedings of the 11th IEEE International Symposium on Multimedia: 618-623. http://dx.doi.org/10.1109/ISM.2009.94. (Conference Contributions - Published)
  • Mukundan R. (2009) A Comparative Analysis of Radial-Tchebichef Moments and Zernike Moments. London, UK: British Machine Vision Conference (BMVC) 2009, 8-10 Sep 2009. (Conference Contributions - Published)
  • Mukundan R. (2009) A Robust Inverse Kinematics Algorithm for Animating a Joint Chain. International Journal of Computer Applications in Technology 34(4): 303-308. (Journal Articles)
  • Obaid M., Lond D., Mukundan R. and Billinghurst M. (2009) Facial caricature generation using a quadratic deformation model. Athens, Greece: International Conference on Advances in Computer Entertainment Technologies, 29-31 Oct 2009. In Proceedings of the International Conference on Advances in Computer Entertainment Technology, ACE '09 422: 285-288. http://doi.acm.org/10.1145/1690388.1690437. (Conference Contributions - Published)
  • Obaid M., Mukundan R., Billinghurst M. and Sagar M. (2009) Facial Expression Representation Using A Quadratic Deformation Model. Tianjin, China: 6th International Conference on Computer Graphics, Imaging and Visualization (CGIV 2009), 11-14 Aug 2009. In Proceedings of the 6th International Conference on Computer Graphics, Imaging and Visualization (CGIV 2009): 44-49. http://dx.doi.org/10.1109/CGIV.2009.29. (Conference Contributions - Published)
  • Obaid M., Mukundan R., Goecke R., Billinghurst M. and Seichter H. (2009) A Quadratic Deformation Model for Facial Expression Recognition. Melbourne, Australia: Digital Image Computing: Techniques and Applications (DICTA'09), 1-3 Dec 2009. In Proceedings: 264-270. http://dx.doi.org/10.1109/DICTA.2009.51. (Conference Contributions - Published)
  • Tay C., Obaid M., Mukundan R. and Bainbridge-Smith A. (2009) Facial Expressions Using a Quadratic Deformation Model: Analysis and Synthesis. Wellington, New Zealand: Image and Vision Computing New Zealand (IVCNZ), 23-25 Nov 2009. In Proceedings: 50-54. http://dx.doi.org/10.1109/IVCNZ.2009.5378363. (Conference Contributions - Published)
  • Gu J., Mukundan R. and Billinghurst M. (2008) Developing Mobile Phone AR Applications Using J2ME. Lincoln, New Zealand: 23rd International Conference Image and Vision Computing New Zealand (IVCNZ08), 26-28 Nov 2008. http://dx.doi.org/10.1109/IVCNZ.2008.4762116. (Conference Contributions - Published)
  • Mukundan R. (2008) A Fast Inverse Kinematics Solution for an n-link joint chain. Cairns, Australia: 5th International Conference on Information Technology and Applications (ICITA 2008), 23-26 Jun 2008. (Conference Contributions - Published)
  • Mukundan R. (2008) FAST COMPUTATION OF GEOMETRIC MOMENTS AND INVARIANTS USING SCHLICK'S APPROXIMATION. International Journal of Pattern Recognition and Artificial Intelligence 22(7): 1363-1377. (Journal Articles)
  • Mukundan R. (2008) Fast Computation of Geometric Moments and Invariants Using Schlick's Approximation. International Journal of Pattern Recognition and Artificial Intelligence 22(7): 1363-1377. http://dx.doi.org/10.1142/S0218001408006764. (Journal Articles)
  • Mukundan R. and Han C. (2008) A Fast Algorithm for Painterly Rendering on Mobile Devices. Manchester, UK: Theory and Practice of Computer Graphics 2008 (TP.CG.08), 9-11 Jun 2008. (Conference Contributions - Published)
  • Soh CS., Raveendran P. and Mukundan R. (2008) Mathematical models for prediction of active substance content in pharmaceutical tablets and moisture in wheat. Chemometrics and Intelligent Laboratory Systems 93(1): 63-69. http://dx.doi.org/10.1016/j.chemolab.2008.04.004. (Journal Articles)
  • Mukundan R. (2007) A new set of normalized geometric moments based on Schlick's approximation. In Lecture Notes in Computer Science 4842 LNCS(PART 2): 205-213. (Conference Contributions - Published)
  • Mukundan R. (2007) A New Set of Normalized Geometric Moments Based on Schlick's Approximation. Lake Tahoe, NV, USA: International Symposium on Visual Computing (ISVC07), 26-28 Nov 2007. In Lecture Notes in Computer Science (LNCS) 4842(Advances in Visual Computing): 205-213. http://dx.doi.org/10.1007/978-3-540-76856-2. (Conference Contributions - Published)
  • Muller-Cajar R. and Mukundan R. (2007) Triangualation - A New Algorithm for Inverse Kinematics. University of Waikato, Hamilton, New Zealand: Image and Vision Computing New Zealand 2007 (IVCNZ 2007), 5-7 Dec 2007. In Proceedings of Image and Vision Computing New Zealand (IVCNZ 2007): 181-186. (Conference Contributions - Published)
  • Nakagaki K. and Mukundan R. (2007) A Fast 4x4 Forward Discrete Tchebichef Transform Algorithm. IEEE Signal Processing Letters 14(10): 684-687. http://dx.doi.org/10.1109/LSP.2007.898331. (Journal Articles)
  • Neshatian K., Zhang M. and Johnston M. (2007) Feature construction and dimension reduction using genetic programming. Gold Coast, Australia: Advances in Artificial Intelligence (AI 2007), 2-6 Dec 2007. In Lecture Notes in Computer Science 4830: 160-170. http://dx.doi.org/10.1007/978-3-540-76928-6_18. (Conference Contributions - Published)
  • Wee CY., Paramesran R. and Mukundan R. (2007) Quality Assessment of Gaussian Blurred Images Using Symmetric Geometric Moments. Modena, Italy: 14th Annual International Conference on Image Analysis and Processing (ICIAP 2007), 10-14 Sep 2007. In Procedings of 14th International Conference on Image Analysis and Processing: 807-812. http://dx.doi.org/10.1109/ICIAP.2007.4362875. (Conference Contributions - Published)
  • Batchelor O., Mukundan R. and Green R. (2006) Incremental Voxel Colouring by Ray Traversal. Sydney, Australia: International Conference on Computer Graphics, Imaging and Visualisation (CGIV'06), 26-28 Jul 2006. In Proceedings 2006 International Conference Computer Graphics, Imaging and Visualisation: Techniques and Applications, CGIV'06: 396-401. http://dx.doi.org/10.1109/CGIV.2006.59. (Conference Contributions - Published)
  • Mukundan R. (2006) Transform Coding Using Discrete Tchebichef Polynomials. Palma de Mallorca, Spain: 6th IASTED International Conference of Visualization Imaging and Image Processing (VIIP 2006), 28-30 Aug 2006. In Visualization, Imaging, and Image Processing - 2006 541 (Conference Contributions - Published)
  • Obaid M., Mukundan R. and Bell T. (2006) Enhancement of Moment Based Painterly Rendering Using Connected Components. Sydney, Australia: International Conference on Computer Graphics, Imaging and Visualisation (CGIV'06), 26-28 Jul 2006. In Proceedings 2006 International Conference Computer Graphics, Imaging and Visualisation: Techniques and Applications, CGIV'06: 378-383. http://dx.doi.org/10.1109/CGIV.2006.38. (Conference Contributions - Published)
  • Shin J., Haller M. and Mukundan R. (2006) A Stylized Cartoon Hair Renderer. Hollywood, CA, USA: ACM SIGCHI International Conference on Advances in Computer Entertainment Technology (ACE '06), 14-16 Jun 2006. In Proceedings of the ACM SIGCHI International Conference on Advances in Computer Entertainment Technology (ACE '06) (Conference Contributions - Published)
  • Batchelor O., Mukundan R. and Green R. (2005) Ray casting for incremental voxel colouring. New Zealand: International Conference on Image and Vision Computing - IVCNZ05, 1 Nov 2005. : 206-211. (Conference Contributions - Published)
  • Mukundan R. (2005) Radial Tchebichef Invariants for Pattern Recognition. Melbourne, Australia: Tencon 2005 - 2005 IEEE Region 10, 21 Nov 2005. CD-Rom: 6pp. (Conference Contributions - Published)
  • Abu NA., Suryana N. and Mukundan R. (2004) Perfect Image Reconstruction Using Discrete Orthogonal Moments. Marbella, Spain: 4th IASTED International Conference on Visualization, Imaging, and Image Processing - VIIP2004, 6 Sep 2004. : 903-907. (Conference Contributions - Published)
  • Begg CL. and Mukundan R. (2004) Hierarchical Matching Techniques for Automatic Image Mosaicing. Akaroa, New Zealand: Image and Vision Computing New Zealand (IVCNZ-2004), 21 Nov 2004. : 381-386. (Conference Contributions - Published)
  • Chong CW., Raveendran P. and Mukundan R. (2004) Translation and scale invariants of Legendre moments. Pattern Recognition 37(1): 119-129. (Journal Articles)
  • Hunt O. and Mukundan R. (2004) A Comparison of Discrete Orthogonal Basis Functions for Image Compression. Akaroa, New Zealand: Image and Vision Computing New Zealand (IVCNZ-2004), 21 Nov 2004. : 53-58. (Conference Contributions - Published)
  • Mukundan R. (2004) A New Class of Rotational Invariants Using Discrete Orthogonal Moments. Honolulu, HI, USA: 6th IASTED Conference on Signal and Image Processing - SIP2004, 23 Aug 2004. : 80-84. (Conference Contributions - Published)
  • Chong CW., Raveendran P. and Mukundan R. (2003) A comparative analysis of algorithms for fast computation of Zernike moments. Pattern Recognition 36(3): 731-742. (Journal Articles)
  • Chong CW., Raveendran P. and Mukundan R. (2003) An Efficient Algorithm for Fast Computation of Pseudo-Zernike Moments. International Journal of Pattern Recognition and Artificial Intelligence 17(6): 1011-1023. (Journal Articles)
  • Chong CW., Raveendran P. and Mukundan R. (2003) Translation invariants of Zernike moments. Pattern Recognition 36(8): 1765-1773. (Journal Articles)
  • Mukundan R. (2003) Improving Image Reconstruction Accuracy Using Discrete Orthonormal Moments. Las Vegas, NV, USA: International Conference on Imaging Science Systems and Technology, 23 Jun 2003. : 287-293. (Conference Contributions - Published)
  • Pang A., Mukundan R. and Shing NL. (2003) Stereo Disparity Estimation in Moment Space. Massey University, Palmerston North, New Zealand: Image and Vision Computing New Zealand 2003, 26 Nov 2003. : 260-264. (Conference Contributions - Published)
  • Chong CW., Mukundan R. and Raveendran P. (2002) An efficient algorithm for fast computation of Zernike moments. In PROCEEDINGS OF THE 6TH JOINT CONFERENCE ON INFORMATION SCIENCES: 785-788. (Conference Contributions - Published)
  • Mukundan R. (2002) Quaternions - From Classical Mechanics to Computer Graphics and Beyond. Malaysia: Asian Technology Conference in Mathematics - ATCM2002, 17 Dec 2002. : 97-106. (Conference Contributions - Published)
  • Mukundan R. and Pang A. (2002) Stereo Image Analysis - A New Approah Using Orthogonal Moment Functions. Malaysia: Asian Technology Conference in Mathematics - ATCM2002, 17 Dec 2002. : 513-522. (Conference Contributions - Published)
  • Mukundan R., Chong CW. and Raveendran P. (2001) An efficient algorithm for fast computation of pseudo-Zernike moments. New Zealand: International Conference on Image and Vision Computing - IVCNZ'01, 1 Nov 2001. : 237-242. (Conference Contributions - Published)
  • Mukundan R., Ong SH. and Lee PA. (2001) Discrete vs. Continuous Orthogonal Moments in Image Analysis. Las Vegas, NV, USA: International Conference on Imaging Systems, Science and Technology CISST'2001, 1 Jul 2001. : 23-29. (Conference Contributions - Published)
  • Mukundan R. (2000) Computer Graphics Algorithms in Java. Kuala Lumpur: Pearson Higher Education/Prentice Hall. 275pp. (Authored Books)
  • Mukundan R. (2000) Discrete Orthognal Moment Features Using Chebyshev Polynomials. New Zealand: International Conference on Image and Vision Computing - IVCNZ'00, 27 Nov 2000. : 20-25. (Conference Contributions - Published)
  • Mukundan R. (1999) Binary Vision Algorithms in Java. New Zealand: International Conference on Image and Vision Computing IVCNZ'99, 30 Aug 1999. : 145-150. (Conference Contributions - Published)
  • Mukundan R. (1997) A Contour Integration Method for the Computation of Zernike Moments of a Binary Image. USM-Penang: National Conference on Research and Development in Computer Science and Applications - REDECS'97, 1 Nov 1997. : 188-192. (Conference Contributions - Published)
  • MUKUNDAN R. (1991) A NUMERICAL APPROXIMATION OF 2-DIMENSIONAL IMAGE MOMENTS. Indian Journal of Pure and Applied Mathematics 22(10): 879-886. (Journal Articles)