Napoleon H. Reyes

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 11

Top Topics

Tchebichef Moments

General Intelligence

Selection Strategies

Genetic Network Programming

Top Venues

Astron. Comput.

Publications

Teo Susnjak, Timothy R. McIntosh, Andre L. C. Barczak, Napoleon H. Reyes, Tong Liu, Paul A. Watters, Malka N. Halgamuge
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence. CoRR (2024)
Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga
Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning. CoRR (2024)
Martin Brenner, Napoleon H. Reyes, Teo Susnjak, Andre L. C. Barczak
RGB-D and Thermal Sensor Fusion: A Systematic Literature Review. IEEE Access 11 (2023)
Preeti Cowan, Ian A. Bond, Napoleon H. Reyes
Towards asteroid detection in microlensing surveys with deep learning. Astron. Comput. 42 (2023)
Martin Brenner, Napoleon H. Reyes, Teo Susnjak, Andre L. C. Barczak
RGB-D And Thermal Sensor Fusion: A Systematic Literature Review. CoRR (2023)
Preeti Cowan, Ian A. Bond, Napoleon H. Reyes
Towards Asteroid Detection in Microlensing Surveys with Deep Learning. CoRR (2022)
Kyuwon Shim, Andre L. C. Barczak, Napoleon H. Reyes, Nasim Ahmed
Small mammals and bird detection using IoT devices. IVCNZ (2021)
Mona Alshehri, Napoleon H. Reyes, Andre L. C. Barczak
Evolving Meta-Level Reasoning with Reinforcement Learning and A* for Coordinated Multi-Agent Path-planning. AAMAS (2020)
Andre L. C. Barczak, Napoleon H. Reyes, Teo Susnjak
Assessment of the Local Tchebichef Moments Method for Texture Classification by Fine Tuning Extraction Parameters. CoRR (2019)
Jun Ren, Napoleon H. Reyes, Andre L. C. Barczak, Chris Scogings, Mingzhe Liu
Toward three-dimensional human action recognition using a convolutional neural network with correctness-vigilant regularizer. J. Electronic Imaging 27 (04) (2018)
Jun Ren, Napoleon H. Reyes, Andre L. C. Barczak, Chris Scogings, Mingzhe Liu, Jing Ma
Robust Skeleton-based Action Recognition through Hierarchical Aggregation of Local and Global Spatio-temporal Features. ICARCV (2018)
Safar Alqahtani, Andre L. C. Barczak, Napoleon H. Reyes, Teo Susnjak, Austen Ganley
Automatic alignment and comparison on images of petri dishes containing cell colonies. IVCNZ (2015)
Napoleon H. Reyes, Andre L. C. Barczak, Teo Susnjak, A. Jordan
Fast and Smooth Replanning for Navigation in Partially Unknown Terrain: The Hybrid Fuzzy-D*lite Algorithm. RiTA (2015)
Teo Susnjak, David Kerry, Andre L. C. Barczak, Napoleon H. Reyes, Yaniv Gal
Wisdom of Crowds: An Empirical Study of Ensemble-Based Feature Selection Strategies. Australasian Conference on Artificial Intelligence (2015)
W. Wang, Napoleon H. Reyes, Andre L. C. Barczak, Teo Susnjak, Peter Sincak
Multi-Behaviour Robot Control using Genetic Network Programming with Fuzzy Reinforcement Learning. RiTA (2014)
Andre L. C. Barczak, Teo Susnjak, Napoleon H. Reyes
Characterisation of the Discriminative Properties of the Radial Tchebichef Moments for Hand-written Digits. IVCNZ (2014)
Andre L. C. Barczak, Teo Susnjak, Napoleon H. Reyes, Martin J. Johnson
Colour segmentation for multiple low dynamic range images using boosted cascaded classifiers. IVCNZ (2013)
Teo Susnjak, Andre L. C. Barczak, Napoleon H. Reyes, Ken A. Hawick
Coarse-to-fine multiclass learning and classification for time-critical domains. Pattern Recognit. Lett. 34 (8) (2013)
Teo Susnjak, Andre L. C. Barczak, Napoleon H. Reyes, Ken A. Hawick
Multiclass Cascades for Ensemble-based Boosting Algorithms. STAIRS (2012)
Napoleon H. Reyes, Andre L. C. Barczak, Teo Susnjak
Tuning Fuzzy-Based Hybrid Navigation Systems Using Calibration Maps. RiTA (2012)
Heesang Shin, Napoleon H. Reyes, Andre L. C. Barczak
Adaptive Colour Calibration for Object Tracking under Spatially-Varying Illumination Environments. ICONIP (3) (2011)
Sean W. Gordon, Napoleon H. Reyes, Andre L. C. Barczak
A Hybrid Fuzzy Q-learning algorithm for robot navigation. IJCNN (2011)
Andre L. C. Barczak, Napoleon H. Reyes, Teo Susnjak, Martin J. Johnson
Real-time computation of moment invariants combined with contrast stretching. EUSIPCO (2011)
Teo Susnjak, Andre L. C. Barczak, Napoleon H. Reyes, Ken A. Hawick
A New Ensemble-Based Cascaded Framework for Multiclass Training with Simple Weak Learners. CAIP (1) (2011)
Heesang Shin, Napoleon H. Reyes
Finding near optimum colour classifiers: genetic algorithm-assisted fuzzy colour contrast fusion using variable colour depth. Memetic Comput. 2 (3) (2010)
Heesang Shin, Napoleon H. Reyes, Andre L. C. Barczak
A Hybrid Fuzzy-Genetic Colour Classification System with Best Colour Space Selection under Dynamically-Changing Illumination. ICONIP (2) (2010)
Heesang Shin, Napoleon H. Reyes, Andre L. C. Barczak, Chee Seng Chan
Colour Object Classification Using the Fusion of Visible and Near-Infrared Spectra. PRICAI (2010)
MingHui Liu, Gadi Ben-Tal, Napoleon H. Reyes, Andre L. C. Barczak
Navel Orange Blemish Identification for Quality Grading System. ICONIP (2) (2009)
Heesang Shin, Alwyn Husselmann, Napoleon H. Reyes
On the Robustness of Fuzzy-Genetic Colour Contrast Fusion with Variable Colour Depth. ICONIP (2) (2009)
Heesang Shin, Napoleon H. Reyes
Variable Colour Depth Look-Up Table Based on Fuzzy Colour Processing. ICONIP (1) (2008)
Guy K. Kloss, Napoleon H. Reyes, Martin J. Johnson, Kenneth A. Hawick
Gaining colour stability in live image capturing. ICARCV (2008)
Antony P. Gerdelan, Napoleon H. Reyes
Towards a Generalised Hybrid Path-Planning and Motion Control System with Auto-calibration for Animated Characters in 3D Environments. ICONIP (1) (2008)
Daniel P. Playne, Vrushank D. Mehta, Napoleon H. Reyes, Andre L. C. Barczak
Hybrid Fuzzy Colour Processing and Learning. ICONIP (2) (2007)
Elmer A. Maravillas, Napoleon H. Reyes, Elmer P. Dadios
Hybrid Fuzzy Logic Strategy for Soccer Robot Game. J. Adv. Comput. Intell. Intell. Informatics 8 (1) (2004)
Napoleon H. Reyes, Elmer P. Dadios
Dynamic Color Object Recognition Using Fuzzy Logic. J. Adv. Comput. Intell. Intell. Informatics 8 (1) (2004)