Assoc Prof Andrew Paplinski - Researcher Profile

Biography

Andrew works in the Faculty of Information Technology at Monash University as an Associate Professor.

Related Links:

• Andrew Paplinski's Research homepage

Keywords

Computational Intelligence, Computational Neuroscience, Computer Vision, Image and Signal Processing, Neural Networks

Qualifications

DOCTOR OF TECHNICAL SCIENCES

Institution: Warsaw University of Technology

Year awarded: 1981

MASTER OF ENGINEERING

Institution: Warsaw University of Technology, Poland

Year awarded: 1967

Publications

Books

Bhattacharjee, N., Paplinski, A.P., Hampson, G., 2000, Phase-shift Beamforming, SCSSE Monash University, Clayton Vic Australia.

Paplinski, A.A., Boyce, J.F., 1999, Processing a Class of Ophthalmological Images Using an Anisotropic Diffusion Equation, SCSSE Monash University, Clayton Vic Australia.

Paplinski, A.A., 1997, Generalized hebbian learning and its application in dimensionality reduction - illustrative example, Department of Digital Systems Monash University, Melbourne Vic Australia.

Book Chapters

Gustafsson, L., Paplinski, A.P., 2005, Neural network modeling of autism, in Recent Developments in Autism Research, eds M F Casanova, Nova Science Publishers, New York USA, pp. 171-193.

Shnaider, M., Paplinski, A.P., 2001, Still image compression with lattice quantization in wavelet domain, in Advances in Imaging and Electron Physics Vol. 119, eds Peter W. Hawkes, Academic Press, USA, pp. 56-119.

Shnaider, M., Paplinski, A.P., 1999, Lattice Vector Quantization for Wavelet-Based Image Coding, in Advances in Imaging and Electron Physics, Academic Press, California USA, pp. 199-263.

Journal Articles

Jantvik, T., Gustafsson, L., Paplinski, A.P., 2011, A self-organized artificial neural network architecture for sensory integration with applications to letter-phoneme integration, Neural Computation [P], vol 23, issue 8, MIT Press, Cambridge MA USA, pp. 2101-2139.

Paplinski, A., Gustafsson, L., Mount, W., 2010, A model of binding concepts to spoken names, Australian Journal of Intelligent Information Processing Systems [P], vol 11, issue 2, Australian National University, Australia, pp. 1-5.

Wijewickrema, S.N.R., Paplinski, A.P., Esson, C.E., 2006, Determination of tangency for quadric reconstruction, WSEAS Transactions on Signal Processing, vol 2, issue 8, World Scientific and Engineering Academy and Society (WSEAS), Greece, pp. 1100-1107.

Wijewickrema, S.N.R., Paplinski, A.P., Esson, C.E., 2006, Extraction and mapping of texture for spherical objects on conveyors, WSEAS Transactions on Signal Processing, vol 2, issue 8, World Scientific and Engineering Academy and Society (WSEAS), Greece, pp. 1108-1115.

Bhattacharjee, N., Paplinski, A.P., 2006, Ultrasonic imaging based on synthetic ellipsoidal wavefronts, WSEAS Transactions on Signal Processing, vol 2, issue 11, WSEAS, Athens Greece, pp. 1492-1499.

Xu, P., Chang, C., Paplinski, A.P., 2005, Self-organizing topological tree for online vector quantization and data clustering, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol 35, issue 3, Institute of Electrical and Electronics Engineers, Inc., USA, pp. 515-526.

Gustafsson, L., Paplinski, A.P., 2004, Self-organization of an artificial neural network subjected to attention shift impairments and familiarity freference, characteristics studied in autism, Journal of Autism and Developmental Disorders, vol 34, issue 2, Kluwer Academic Publishers, New York USA, pp. 189-198.

Shnaider, M., Paplinski, A.P., 2000, Selecting Lattices for Quantization of Wavelet Coefficients of Images, Optical Engineering, vol 39 issue 5, SPIE-The Int. Soc. for Optical Engineering, WA USA, pp. 1327-1337.

Paplinski, A.A., 1998, Directional Filtering in Edge Detection, Image Processing, vol 7 no 4, IEEE Inc., Piscataway USA, pp. 611-615.

Shnaider, M., Paplinski, A.A., 1997, Image coding through D lattice quantization of wavelet coefficients, Graphical Models and Image Processing, vol 59, Academic Press, Boston MA USA, pp. 193-204.

Paplinski, A.A., Boyce, J.F., 1997, Segmentation of a class of ophthalmological images using a directional variance operator and co-occurrence arrays, Optical Engineering, vol 36, Society of Photo-Optical Instrumentation Engineers, Bellingham WA USA, pp. 3140-3147.

Conference Proceedings

Cohen, D., Paplinski, A.P., 2012, A comparative evaluation of the Generative Topographic Mapping and the Elastic Net for the formation of Ocular Dominance stripes, 2012 International Joint Conference on Neural Networks, 10 June 2012 to 15 June 2012, IEEE, Piscataway NJ USA, pp. 3237-3244.

Paplinski, A.P., 2012, Incremental Self-Organizing Map (iSOM) in categorization of visual objects, Neural Information Processing: 19th International Conference, Proceedings, Part II, 12 November 2012 to 15 November 2012, Springer-Verlag, Berlin Germany, pp. 125-132.

Mahadeo, N.K., Paplinski, A.P., Ray, S., 2012, Model-based pupil and iris localization, 2012 International Joint Conference on Neural Networks, 10 June 2012 to 15 June 2012, IEEE, Piscataway NJ USA, pp. 1427-1433.

Paplinski, A.P., 2012, Rotation-invariant categorization of colour images using the Radon transform, 2012 International Joint Conference on Neural Networks, 10 June 2012 to 15 June 2012, IEEE, Piscataway NJ USA, pp. 1408-1413.

Ganegedara, H., Alahakoon, D.D., Mashford, J., Paplinski, A.P., Muller, K., Deserno, T.M., 2012, Self organising map based region of interest labelling for automated defect identification in large sewer pipe image collections, 2012 International Joint Conference on Neural Networks, 10 June 2012 to 15 June 2012, IEEE, Piscataway NJ USA, pp. 858-865.

Cohen, D., Paplinski, A.P., 2012, The Elastic Net as visual category representation: Visualisation and classification, Neural Information Processing, 19th International Conference, Proceedings, Part II, 12 November 2012 to 15 November 2012, Springer-Verlag, Berlin Germany, pp. 133-140.

Paplinski, A.P., Gustafsson, L., Mount, W., 2011, A recurrent multimodal network for binding written words and sensory-based semantics into concepts, Proceedings of the 18th International Conference on Neural Information Processing, Part I, 13 November 2011 to 17 November 2011, Springer-Verlag, Berlin Germany, pp. 413-422.

Paplinski, A.P., 2010, Rotation invariant categorization of visual objects using Radon transform and self-organizing modules, Proceedings of the 17th International Conference on Neural Information Processing: Models and Applications, 22 November 2010 to 25 November 2010, Springer-Verlag, Berlin Germany, pp. 360-366.

Wijewickrema, S., Esson, C.E., Paplinski, A.P., 2009, A novel approach to orthogonal distance least squares fitting of general conics, Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISAPP 2009), 5 February 2009 to 8 February 2009, INSTICC Press, Setubal Portugal, pp. 138-145.

Khan, A.M., Paplinski, A.P., 2008, Blemish detection in citrus fruits, Proceedings of the SPIT-IEEE Colloquium and International Conference, 4 February 2008 to 5 February 2008, IEEE, New York NY USA, pp. 203-211.

Khan, A.M., Paplinski, A.P., 2008, Modeling lane dynamics, Proceedings of the 7th WSEAS International Conference on Applied Computer and Applied Computational Science, 6 April 2008 to 8 April 2008, WSEAS Press, Wisconsin USA, pp. 262-271.

Gustafsson, L., Jantvik, T., Paplinski, A.P., 2007, A multimodal self-organizing network for sensory integration of letters and phonemes, Proceedings of the 11th IASTED International Conference on Artificial Intelligence and Soft Computing, 29 August 2007 to 31 August 2007, ACTA Press, Anaheim CA USA, pp. 25-31.

Chou, S.M., Paplinski, A.P., Gustafsson, L., 2007, Speaker-dependent bimodal integration of Chinese phonemes and letters using multimodal self-organizing networks, Proceedings of the 2007 International Joint Conference on Neural Networks, 12 August 2007 to 17 August 2007, IEEE, Piscataway NJ USA, pp. 248-253.

Faggian, N., Paplinski, A.P., Sherrah, J., 2006, 3D Morphable Model parameter estimation, Proceedings of the 19th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2006), 4 December 2006 to 8 December 2006, Springer-Verlag, Germany, pp. 519-528.

Faggian, N., Paplinski, A.P., Sherrah, J., 2006, Active appearance models for automatic fitting of 3D morphable models, Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance 2006 (AVSS 2006), 22 November 2006 to 24 November 2006, IEEE Computer Society, Los Alamitos USA, pp. 1-6.

Gustafsson, L., Paplinski, A.P., 2006, Bimodal integration of phonemes and letters: an application of multimodal self-organizing networks, Proceedings of the 2006 International Joint Conference on Neural Networks (IJCNN 2006), 16 July 2006 to 21 July 2006, IEEE, Vancouver BC Canada, pp. 312-318.

Faggian, N., Paplinski, A.P., Chin, T., 2006, Face recognition from video using Active Appearance Model segmentation, Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 20 August 2006 to 24 August 2006, IEEE Computer Society, Los Alamitos USA, pp. 287-290.

Paplinski, A.P., Gustafsson, L., 2006, Feedback in multimodal self-organizing networks enhances perception of corrupted stimuli, Proceedings of the 19th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2006), 4 December 2006 to 8 December 2006, Springer-Verlag, Germany, pp. 19-28.

Wijewickrema, S.N.R., Paplinski, A.P., Esson, C.E., 2006, Reconstruction of ellipsoids on rollers from stereo images using occluding contours, VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 25 February 2006 to 28 February 2006, INSTICC Press, Setubal Portugal, pp. 370-376.

Wijewickrema, S.N.R., Paplinski, A.P., Esson, C.E., 2006, Reconstruction of spheres using occluding contours from stereo images, Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 20 August 2006 to 24 August 2006, IEEE Computer Society, Los Alamitos USA, pp. 151-154.

Schmidt, D.F., Paplinski, A.P., Lowe, G.S., 2005, Adaptive control of hydraulic systems with MML inferred RBF networks, Proceedings of the 2005 IEEE Int. Conf. on Robotics and Automation, 18 April 2005 to 22 April 2005, IEEE, New Oleans USA, pp. 2379-2385.

Faggian, N., Sherrah, J.R., Romdhani, S., Paplinski, A.P., 2005, Color active appearance model analysis using a 3D morphable model, Proceedings of the Digital Image Computing: Techniques and Applications, 06 December 2005 to 08 December 2005, IEEE Computer Society, Los Alamitos USA, pp. 407-414.

Wijewickrema, S.N.R., Paplinski, A.P., 2005, Generalized Hebbian learning for ellipse fitting, Proceedings of the 13th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision' 2005, 31 January 2005 to 04 February 2005, UNION Agency, Plzen Czech Republic, pp. 71-72.

Paplinski, A.P., Gustafsson, L., 2005, Multimodal feedforward self-organizing maps, Proceedings of the International Conference on Computational Intelligence and Security (CIS 2005), 15 December 2005 to 19 December 2005, Springer-Verlag, Berlin Germany, pp. 81-88.

Wijewickrema, S.N.R., Paplinski, A.P., 2005, Principal component analysis for the approximation of an image as an ellipse, Proceedings of the 13th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2005, 31 January 2005 to 04 February 2005, UNION Agency, Plzen Czech Republic, pp. 69-70.

Prain, R.M., Paplinski, A.P., 2004, A distributed arithmetic online rotator for signal processing applications, Proceedings of the EUROMICRO Symposium on Digital System Design, 31 August 2004 to 03 September 2004, IEEE Computer Society, Los Alamitos USA, pp. 459-466.

Paplinski, A.P., Gustafsson, L., 2004, An attempt in modelling early intervention in autism using neural networks, Proceedings of the 2004 IEEE International Joint Conference on Neural Networks, 25 July 2004 to 29 July 2004, IEEE Operations Center, Piscataway NJ USA, pp. 29-34.

Makalic, E., Allison, L., Paplinski, A.P., 2004, MML inference of RBF neural networks for regression, Proceedings of the 8th Brazillian Symposium on Neural Networks, 29 September 2004 to 01 October 2004, IEEE Computer Society Press, Sao Luis Brazil, pp. 3613-3618.

Schmidt, D.F., Lowe, G.S., Paplinski, A.P., 2004, On the design of a hydraulically actuated finger for dextrous manipulation, Proceedings of the 2004 IEEE International Conference on Robotics & Automation, 26 April 2004 to 01 May 2004, IEEE, New Orleans LA USA, pp. 1239-1244.

Paplinski, A.P., Gustafsson, L., 2003, Detailed learning in narrow fields - towards a neural network model of autism, Proceedings of the Joint International Conference on Artificial Neural Networks and Neural Information Processing (ICANN/ICONIP 2003), 26 June 2003 to 29 June 2003, Springer-Verlag, Berlin Germany, pp. 830-838.

Gustafsson, L., Paplinski, A.P., 2003, Preoccupation with a restricted pattern of interest in modelling autistic learning, Proceedings of the 7th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES 2003), 3 September 2003 to 5 September 2003, Springer-Verlag, NY USA, pp. 1122-1129.

Paplinski, A.P., Gustafsson, L., 2002, An attempt in modelling autism using self-organizing maps, Proceedings of the 9th International Conference on Neural Information Processing (ICONIP'02), 18 November 2002 to 22 November 2002, Nanyang Technological University, Singapore, pp. 1-4.

Schmidt, D., Paplinski, A.P., 2002, An experiment in neuro-computed torque control of a geared, DC motor driven industrial robot, Proceedings of the WSEAS International Conferences: IMCCAS'02, ISA'02, SOSM'02, MCP'02, MEM'02, 12 May 2002 to 16 May 2002, WSEAS Press, Athens GREECE, pp. 1431-1436.

Paplinski, A.P., 2001, Current improvements in interpretation of posterior capsular opacification images, Proceedings of the Sixth International Symposium on Signal Processing and its Applications (ISSPA 2001), 13 August 2001 to 16 August 2001, IEEE Operations Center, NJ USA, p. 1.

Bhattacharjee, N., Paplinski, A.A., Greif, C., 2001, FPGA implementation of a pipelined word-parallel cordic processor for an ultrasonic imaging system, Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 20 November 2001 to 21 November 2001, University of Tennessee, Tennessee USA, pp. 429-433.

Paplinski, A.P., Bhattacharjee, N., Greif, C., 2001, Rotating ultrasonic signal vectors with a word-parallel CORDIC processor, Proceedings of the EUROMICRO Symposium on Digital Systems Design: Architectures, Methods and Tools (DSD'2001), 04 September 2001 to 06 September 2001, IEEE Computer Society, Los Alamitos USA, pp. 254-261.

Garner, B., Paplinski, A.P., 2000, An Interpretation of the Function of the Striate Cortex, Medical Imaging 2000, Image Processing, Proceedings of SPIE, San Diego USA, 14-17 February 2000, SPIE-The Int. Society for Optical Engineering, Washington USA.

Barman, S.A., Uyyanonvara, B., Boyce, J.F., Sanguinetti, G., Hollick, E.J., Meacock, W.R., Spalton, D.J., Paplinski, A.P., 2000, Automatic Quantification of Posterior Capsular Opacification, Medical Imaging 2000, Image Processing, Proceedings of SPIE, San Diego USA, 14-17 February 2000, SPIE-The Int. Soceity for Optical Engineering, Washington USA, pp. 119-128.

Paplinski, A.P., 2000, Curvature-Driven Min/Max Flow and Anisotropic Diffusion in Image Enhancement, Proceedings of The Second International Symposium on Intelligent Vision Systems (ACIVS 2000), Baden-Baden GERMANY, 3-4 August 2000, The Int. Inst. for Adv. Stud. in Syst. Res.& Cyb., Ontario Canada, pp. 41-45.

Paplinski, A.P., Boyce, J.F., Barman, S.A., 2000, Improvements in Interpretation of Posterior Capsular Opacification (PCO) Images, Medical Imaging 2000, Image Processing, Proceedings of SPIE, San Diego USA, 14-17 February 2000, SPIE-The Int. Society for Optical Engineering, Washington USA, pp. 951-955.

Paplinski, A.P., Boyce, J.F., 1999, Application of an Anisotropic Diffusion Equation in Processing a Class of Ophthalmological Images, Proceedings of the First Int. Symp. on Intelligent Vision Systems, Baden-Baden GERMANY, 5-6 August ,1999, Int Inst. for Advanced Studies in Sys Res & Cybe's, Ontario CANADA, pp. 33-39.

Paplinski, A.P., Boyce, J.F., 1999, Processing a Class of Ophthalmological Images Using an Anisotropic Diffusion Equation, Proceedings of the IASTED International Conference Computer Graphics and Imaging, California USA, 25-27 October 1999, IASTED/Acta Press, California USA, pp. 134-138.

Paplinski, A.A., Boyce, J.F., 1998, A First-Order Wave Equation in Modelling the Behaviour of Epithelial Cells in an Eye Posterior Capsule, Proceedings of the 6th IEEE International Workshop on Intelligent Signal Processing and Communication Systems, Melbourne VIC, 5-6 Novermber 1998, IEEE Inc., Piscataway USA, pp. 803-806.

Paplinski, A.A., 1998, Convergence Monitoring in Generalised Hebbian Learning, World Congress Computational Intelligence'98 Proceedings of the IJCNN'98, FUZZ-IEEE'98, ICEC'98, Anchorage Alaska USA, 4-9 May 1998, IEEE Inc., Piscataway USA, pp. 1372-1376.

Paplinski, A.A., Boyce, J.F., 1997, Co-occurrence arrays and edge density in segmentation of a class of ophthalmological images, Proceedings, 4th Conference on Digital Image Computing: Techniques and Applications, Albany New Zealand 10-12/12/1997, Massey University New Zealand, Auckland New Zealand, pp. 521-528.

Rode, N.J., Paplinski, A.A., 1997, Dynamic gait changing for hexapod walking robots, Proceedings, IASTED International Conference on Robotics and Manufacturing, Cancun Mexico 29-31/5/1997, IASTED/ACTA Press, Cancun Mexico, pp. 37-40.

Hampson, G., Paplinski, A.A., 1997, Hardware implementation of an ultrasonic beamformer, Proceedings, IEEE Region 10 Annual Conference, Brisbane Queensland 2-4/12/1997, IEEE, Brisbane Australia, pp. 227-230.

Cocchiglia, A., Paplinski, A.A., 1997, Implementation of an autoassociative recurrent neural network for speech recognition, Proceedings, IEEE Region 10 Annual Conference, Brisbane Queensland 2-4/12/1997, IEEE, Brisbane Australia, pp. 245-248.

Paplinski, A.A., Boyce, J.F., 1997, Tri-directional filtering in processing a class of ophthalmological images, Proceedings, IEEE Region 10 Annual Conference, Brisbane Queensland 2-4/12/1997, IEEE, Brisbane Australia, pp. 687-690.

Teaching Commitment

Dr Andrew Paplinski is the Chief Examiner for the following units in the Faculty of IT;

  

FIT5083 - Wireless Networks
FIT9020 - Data communications

 

 Andrew teaches the following units in the Faculty of IT; 

 

FIT5083 - Wireless Networks
FIT9020 - Data communications
FIT9005 - Computer Architecture and Networks
FIT5173 - Digital Communications Technologies and Protocols
FIT1005 - Networks and Data Communications

FIT3036 - Computer science project

 

 

Postgraduate Research Supervisions

Current Supervision

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Intelligent position detection in wireless sensor networks using a pattern recognition approach..

Supervisors:

Khan, A (Main), Paplinski, A (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Pattern recognition with neural network powered by GPU.

Supervisors:

Paplinski, A (Main), Khan, A (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Towards mainstream use of iris biometric.

Supervisors:

Paplinski, A (Main), Ray, S (Associate).

Completed Supervision

Student:

Bhattacharjee, N.

Program of Study:

Performance enhancement of synthetic aperture ultrasonic imaging systems. (PHD) 2006.

Supervisors:

Paplinski, A (Main).

Student:

Faggian, N.

Program of Study:

Morphable human face modelling. (PHD) 2007.

Supervisors:

Paplinski, A (Main).

Student:

Jantvik, P.

Program of Study:

Phenomenological modelling of sensory integration phenomena using self-organized feature maps. (PHD) 2011.

Supervisors:

Paplinski, A (Main).

Student:

Khan, A.

Program of Study:

Automatic fruit inspection and classification in real time. (PHD) 2009.

Supervisors:

Paplinski, A (Main).

Student:

Makalic, E.

Program of Study:

Minimum message length inference of artificial neural networks. (PHD) 2007.

Supervisors:

Allison, L (Joint-Co), Paplinski, A (Joint).

Student:

Mount, W.

Program of Study:

HYBRID RECONFIGURABLE PROCESSOR ARRAYS FOR MODELLING REALISTIC NEURAL SYSTEMS. (PHD) 2000.

Supervisors:

Paplinski, A (Main), Osborne, C (Associate).

Student:

Schmidt, D.

Program of Study:

Minimum message length inference of autoregressive moving average models. (PHD) 2008.

Supervisors:

Paplinski, A (Main), Dowe, D (Associate), Lowe, G (Associate).

Student:

Tjoa, S.

Program of Study:

An Implementation of Sigma-Delta Analog-to-Digital Converters with Application to Ultrasonic Beamforming. (Masters) 2004.

Supervisors:

Paplinski, A (Main), Bhattacharjee, N (Associate).

Student:

Wijewickrema, S.

Program of Study:

Reconstruction of quadrics from two silhouettes with an application to automated fruit grading. (PHD) 2007.

Supervisors:

Paplinski, A (Main), Srinivasan, B (Associate).