Andrew P. Paplinski

Affiliations:
  • Monash University, Melbourne, Australia


According to our database1, Andrew P. Paplinski authored at least 57 papers between 1994 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Corrigendum to "Dual Focal Loss to address class imbalance in semantic segmentation" [Neurocomputing 462 (2021) 69-87].
Neurocomputing, 2022

2021
Dual Focal Loss to address class imbalance in semantic segmentation.
Neurocomputing, 2021

2019
Prostate Segmentation from Ultrasound Images using Residual Fully Convolutional Network.
CoRR, 2019

2018
Semi-Supervised Classification for oil reservoir.
CoRR, 2018

Residual Semantic Segmentation of the Prostate from Magnetic Resonance Images.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Exploiting user provided information in dynamic consolidation of virtual machines to minimize energy consumption of cloud data centers.
Proceedings of the Third International Conference on Fog and Mobile Edge Computing, 2018

2017
Parameter-free hierarchical image segmentation.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

A Preliminary Approach to Semi-supervised Learning in Convolutional Neural Networks Applying "Sleep-Wake" Cycles.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Automatic 3D modelling for prostate cancer brachytherapy.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Self-organization on a Sphere with Application to Topological Ordering of Chinese Characters.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Hierarchical Mutual Nearest Neighbour Image Segmentation.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015
Predicting segmentation errors in an iris recognition system.
Proceedings of the International Conference on Biometrics, 2015

2014
Transferring knowledge between learning systems.
Proceedings of the 14th International Conference on Intelligent Systems Design and Applications, 2014

A Self-organized artificial neural network architecture that generates the McGurk effect.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Optimization of Iris Codes for Improved Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
The Angular Integral of the Radon Transform (aniRT) as a Feature Vector in Categorization of Visual Objects.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Bimodal Incremental Self-Organizing Network (BiSON) with Application to Learning Chinese Characters.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Robust Video Based Iris Segmentation System in Less Constrained Environments.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Automated Selection of Optimal Frames in NIR Iris Videos.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012
Rotation-invariant categorization of colour images using the Radon transform.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Model-based pupil and iris localization.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Self organising map based region of interest labelling for automated defect identification in large sewer pipe image collections.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A comparative evaluation of the Generative Topographic Mapping and the Elastic Net for the formation of Ocular Dominance stripes.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Incremental Self-Organizing Map (iSOM) in Categorization of Visual Objects.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

The Elastic Net as Visual Category Representation: Visualisation and Classification.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011
A Self-Organized Artificial Neural Network Architecture for Sensory Integration with Applications to Letter-Phoneme Integration.
Neural Comput., 2011

A Recurrent Multimodal Network for Binding Written Words and Sensory-Based Semantics into Concepts.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010
A Model of Binding Concepts to Spoken Names.
Aust. J. Intell. Inf. Process. Syst., 2010

Rotation Invariant Categorization of Visual Objects Using Radon Transform and Self-Organizing Modules.
Proceedings of the Neural Information Processing. Models and Applications, 2010

2009
Orthogonal Distance Least Squares Fitting: A Novel Approach.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2009

A Novel Approach to Orthogonal Distance Least Squares Fitting of General Conics.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

2008
3D Morphable Model fitting from multiple views.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007
Speaker-dependent Bimodal Integration of Chinese Phonemes and Letters Using Multimodal Self-organizing Networks.
Proceedings of the International Joint Conference on Neural Networks, 2007

2006
Bimodal Integration of Phonemes and Letters: an Application of Multimodal Self-Organizing Networks.
Proceedings of the International Joint Conference on Neural Networks, 2006

Reconstruction of Spheres using Occluding Contours from Stereo Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Face Recognition From Video using Active Appearance Model Segmentation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Active Appearance Models for Automatic Fitting of 3D Morphable Models.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

Feedback in Multimodal Self-organizing Networks Enhances Perception of Corrupted Stimuli.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

3D Morphable Model Parameter Estimation.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

2005
Self-organizing topological tree for online vector quantization and data clustering.
IEEE Trans. Syst. Man Cybern. Part B, 2005

Adaptive Control of Hydraulic Systems with MML Inferred RBF Networks.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Color Active Appearance Model Analysis Using a 3D Morphable Model.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

Multimodal FeedForward Self-organizing Maps.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004
On the Design of a Hydraulically Actuated Finger for Dexterous Manipulation.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

A Distributed Arithmetic Online Rotator for Signal Processing Applications.
Proceedings of the 2004 Euromicro Symposium on Digital Systems Design (DSD 2004), Architectures, Methods and Tools, 31 August, 2004

2003
Preoccupation with a Restricted Pattern of Interest in Modelling Autistic Learning.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Detailed Learning in Narrow Fields - Towards a Neural Network Model of Autism.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2001
Current improvements in interpretation of posterior capsular opacification images.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

Rotating Ultrasonic Signal Vectors with a Word-Parallel CORDIC Processor.
Proceedings of the Euromicro Symposium on Digital Systems Design 2001 (Euro-DSD 2001), 2001

2000
Improvements in interpretation of posterior capsular opacification (PCO) images.
Proceedings of the Medical Imaging 2000: Image Processing, 2000

Automatic quantification of posterior capsule opacification.
Proceedings of the Medical Imaging 2000: Image Processing, 2000

1998
Directional filtering in edge detection.
IEEE Trans. Image Process., 1998

1997
Image Coding throughDLattice Quantization of Wavelet Coefficients.
CVGIP Graph. Model. Image Process., 1997

1996
Compression of Fingerprint Images Using Wavelet Transform and Vector Quantization.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996

1995
Signal Transfer and Basic Learning in a Biologically-Motivated Neural Processor Model.
Proceedings of the Eighth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1995

2D simulations of cortical networks in a neural processor array model.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994
A robust MIMO terminal sliding mode control scheme for rigid robotic manipulators.
IEEE Trans. Autom. Control., 1994


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