Napoleon H. Reyes

40 papers A 1B 2C 2Misc 4Journal 16Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
GatedFusion-Net: Per-pixel modality weighting in a five-cue transformer for RGB-D-I-T-UV fusion.
Inf. Fusion
Martin Brenner, Napoleon H. Reyes, Teo Susnjak, Andre L. C. Barczak
2026 J jnl
MM5: Multimodal image capture and dataset generation for RGB, depth, thermal, UV, and NIR.
Inf. Fusion
Martin Brenner, Napoleon H. Reyes, Teo Susnjak, Andre L. C. Barczak
2026 J jnl
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence.
IEEE Trans. Cybern.
Teo Susnjak, Timothy R. McIntosh, Andre L. C. Barczak, Napoleon H. Reyes, Tong Liu, Paul A. Watters, Malka N. Halgamuge
2025 J jnl
Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning.
ACM Trans. Knowl. Discov. Data
Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga
2024 J jnl
Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning.
CoRR
Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga
2024 J jnl
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence.
CoRR
Teo Susnjak, Timothy R. McIntosh, Andre L. C. Barczak, Napoleon H. Reyes, Tong Liu, Paul A. Watters, Malka N. Halgamuge
2023 J jnl
RGB-D And Thermal Sensor Fusion: A Systematic Literature Review.
CoRR
Martin Brenner, Napoleon H. Reyes, Teo Susnjak, Andre L. C. Barczak
2023 J jnl
RGB-D and Thermal Sensor Fusion: A Systematic Literature Review.
IEEE Access
Martin Brenner, Napoleon H. Reyes, Teo Susnjak, Andre L. C. Barczak
2023 J jnl
Towards asteroid detection in microlensing surveys with deep learning.
Astron. Comput.
Preeti Cowan, Ian A. Bond, Napoleon H. Reyes
2022 J jnl
Towards Asteroid Detection in Microlensing Surveys with Deep Learning.
CoRR
Preeti Cowan, Ian A. Bond, Napoleon H. Reyes
2021 Misc conf
Small mammals and bird detection using IoT devices.
IVCNZ
Kyuwon Shim, Andre L. C. Barczak, Napoleon H. Reyes, Nasim Ahmed
2020 A conf
Evolving Meta-Level Reasoning with Reinforcement Learning and A* for Coordinated Multi-Agent Path-planning.
AAMAS
Mona Alshehri, Napoleon H. Reyes, Andre L. C. Barczak
2019 J jnl
Assessment of the Local Tchebichef Moments Method for Texture Classification by Fine Tuning Extraction Parameters.
CoRR
Andre L. C. Barczak, Napoleon H. Reyes, Teo Susnjak
2018 C conf
Robust Skeleton-based Action Recognition through Hierarchical Aggregation of Local and Global Spatio-temporal Features.
ICARCV
Jun Ren, Napoleon H. Reyes, Andre L. C. Barczak, Chris Scogings, Mingzhe Liu, Jing Ma
2018 J jnl
Toward three-dimensional human action recognition using a convolutional neural network with correctness-vigilant regularizer.
J. Electronic Imaging
Jun Ren, Napoleon H. Reyes, Andre L. C. Barczak, Chris Scogings, Mingzhe Liu
2015 Misc conf
Automatic alignment and comparison on images of petri dishes containing cell colonies.
IVCNZ
Safar Alqahtani, Andre L. C. Barczak, Napoleon H. Reyes, Teo Susnjak, Austen Ganley
2015 — conf
Fast and Smooth Replanning for Navigation in Partially Unknown Terrain: The Hybrid Fuzzy-D*lite Algorithm.
RiTA
Napoleon H. Reyes, Andre L. C. Barczak, Teo Susnjak, A. Jordan
2015 — conf
Wisdom of Crowds: An Empirical Study of Ensemble-Based Feature Selection Strategies.
Australasian Conference on Artificial Intelligence
Teo Susnjak, David Kerry, Andre L. C. Barczak, Napoleon H. Reyes, Yaniv Gal
2014 Misc conf
Characterisation of the Discriminative Properties of the Radial Tchebichef Moments for Hand-written Digits.
IVCNZ
Andre L. C. Barczak, Teo Susnjak, Napoleon H. Reyes
2014 — conf
Multi-Behaviour Robot Control using Genetic Network Programming with Fuzzy Reinforcement Learning.
RiTA
W. Wang, Napoleon H. Reyes, Andre L. C. Barczak, Teo Susnjak, Peter Sincak
2014 — ch.
Use and Perspectives of Fuzzy Cognitive Maps in Robotics.
Fuzzy Cognitive Maps for Applied Sciences and Engineering
Ján Vascák, Napoleon H. Reyes
2013 J jnl
Coarse-to-fine multiclass learning and classification for time-critical domains.
Pattern Recognit. Lett.
Teo Susnjak, Andre L. C. Barczak, Napoleon H. Reyes, Ken A. Hawick
2013 Misc conf
Colour segmentation for multiple low dynamic range images using boosted cascaded classifiers.
IVCNZ
Andre L. C. Barczak, Teo Susnjak, Napoleon H. Reyes, Martin J. Johnson
2012 — conf
Multiclass Cascades for Ensemble-based Boosting Algorithms.
STAIRS
Teo Susnjak, Andre L. C. Barczak, Napoleon H. Reyes, Ken A. Hawick
2012 — conf
Tuning Fuzzy-Based Hybrid Navigation Systems Using Calibration Maps.
RiTA
Napoleon H. Reyes, Andre L. C. Barczak, Teo Susnjak
2011 B conf
A Hybrid Fuzzy Q-learning algorithm for robot navigation.
IJCNN
Sean W. Gordon, Napoleon H. Reyes, Andre L. C. Barczak
2011 — conf
A New Ensemble-Based Cascaded Framework for Multiclass Training with Simple Weak Learners.
CAIP (1)
Teo Susnjak, Andre L. C. Barczak, Napoleon H. Reyes, Ken A. Hawick
2011 — conf
Adaptive Colour Calibration for Object Tracking under Spatially-Varying Illumination Environments.
ICONIP (3)
Heesang Shin, Napoleon H. Reyes, Andre L. C. Barczak
2011 — conf
Real-time computation of moment invariants combined with contrast stretching.
EUSIPCO
Andre L. C. Barczak, Napoleon H. Reyes, Teo Susnjak, Martin J. Johnson
2010 — conf
A Hybrid Fuzzy-Genetic Colour Classification System with Best Colour Space Selection under Dynamically-Changing Illumination.
ICONIP (2)
Heesang Shin, Napoleon H. Reyes, Andre L. C. Barczak
2010 B conf
Colour Object Classification Using the Fusion of Visible and Near-Infrared Spectra.
PRICAI
Heesang Shin, Napoleon H. Reyes, Andre L. C. Barczak, Chee Seng Chan
2010 J jnl
Finding near optimum colour classifiers: genetic algorithm-assisted fuzzy colour contrast fusion using variable colour depth.
Memetic Comput.
Heesang Shin, Napoleon H. Reyes
2009 — conf
Navel Orange Blemish Identification for Quality Grading System.
ICONIP (2)
Minghui Liu, Gadi Ben-Tal, Napoleon H. Reyes, Andre L. C. Barczak
2009 — conf
On the Robustness of Fuzzy-Genetic Colour Contrast Fusion with Variable Colour Depth.
ICONIP (2)
Heesang Shin, Alwyn Husselmann, Napoleon H. Reyes
2008 C conf
Gaining colour stability in live image capturing.
ICARCV
Guy K. Kloss, Napoleon H. Reyes, Martin J. Johnson, Kenneth A. Hawick
2008 — conf
Towards a Generalised Hybrid Path-Planning and Motion Control System with Auto-calibration for Animated Characters in 3D Environments.
ICONIP (1)
Antony P. Gerdelan, Napoleon H. Reyes
2008 — conf
Variable Colour Depth Look-Up Table Based on Fuzzy Colour Processing.
ICONIP (1)
Heesang Shin, Napoleon H. Reyes
2007 — conf
Hybrid Fuzzy Colour Processing and Learning.
ICONIP (2)
Daniel P. Playne, Vrushank D. Mehta, Napoleon H. Reyes, Andre L. C. Barczak
2004 J jnl
Dynamic Color Object Recognition Using Fuzzy Logic.
J. Adv. Comput. Intell. Intell. Informatics
Napoleon H. Reyes, Elmer P. Dadios
2004 J jnl
Hybrid Fuzzy Logic Strategy for Soccer Robot Game.
J. Adv. Comput. Intell. Intell. Informatics
Elmer A. Maravillas, Napoleon H. Reyes, Elmer P. Dadios