Christian Eitzinger

发表

Learning over sets with Recurrent Neural Networks: An empirical categorization of aggregation functions

Felix Breitenecker, Wolfgang Heidl, Christian Eitzinger, 2011, Math. Comput. Simul..

Making Tactile Textures with Predefined Affective Properties

Christian Eitzinger, Galal Elkharraz, Stefan Thumfart, 2014, IEEE Transactions on Affective Computing.

Artificial neural network-based classification of vector sets for surface inspection

Felix Breitenecker, Wolfgang Heidl, Christian Eitzinger, 2008 .

On-line anomaly detection with advanced independent component analysis of multi-variate residual signals from causal relation networks

Mahardhika Pratama, Edwin Lughofer, Christian Eitzinger, 2020, Inf. Sci..

Virtual Quality control using bidirectional LSTM networks and gradient boosting

Edwin Lughofer, Christian Eitzinger, Pauline Meyer-Heye, 2019, 2019 IEEE 17th International Conference on Industrial Informatics (INDIN).

DARWIN FP 7 270138 1 DARWIN 270138 Dextrous Assembler Robot Working with Embodied Intelligence SEVENTH FRAMEWORK

Christian Eitzinger, C. Eitzinger, 2012 .

Nonsmooth training of fuzzy neural networks

Christian Eitzinger, C. Eitzinger, 2004, Soft Comput..

Phase detection of an alternating laser heat source in infrared images using Bayesian recursive filtering

Christian Eitzinger, Pauline Meyer-Heye, Amirreza Baghbanpourasl, 2019, International Conference on Quality Control by Artificial Vision.

Advanced linguistic explanations of classifier decisions for users' annotation support

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2016, 2016 IEEE 8th International Conference on Intelligent Systems (IS).

On Human-Machine Interaction during Online Image Classifier Training

Edwin Lughofer, Hendrik Van Brussel, Praminda Caleb-Solly, 2008, 2008 International Conference on Computational Intelligence for Modelling Control & Automation.

Probabilistic Modelling combined with a CNN for boundary detection of carbon fiber fabrics

Christian Eitzinger, Sebastian Zambal, Christoph Heindl, 2019, 2019 IEEE 17th International Conference on Industrial Informatics (INDIN).

Towards a learnt neural body schema for dexterous coordination of action in humanoid and industrial robots

Christian Eitzinger, Pietro G. Morasso, Vishwanathan Mohan, 2017, Auton. Robots.

Using Discrete Event Simulation in multiple System Life Cycles to support Zero-Defect Composite Manufacturing in Aerospace Industry

Christian Eitzinger, Helmut Zörrer, Robert Steringer, 2019, IFAC-PapersOnLine.

Human–Machine Interaction Issues in Quality Control Based on Online Image Classification

Edwin Lughofer, Praminda Caleb-Solly, Christian Eitzinger, 2009, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality

Edwin Lughofer, Christian Eitzinger, Alexandru-Ciprian Zavoianu, 2018, Eng. Appl. Artif. Intell..

Triangular Norms

Christian Eitzinger, C. Eitzinger, 2001, Künstliche Intell..

Texture features corresponding to human touch feeling

Christian Eitzinger, Galal Elkharraz, Stefan Thumfart, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Modeling human aesthetic perception of visual textures

Edwin Lughofer, Christian Eitzinger, Frans W. Cornelissen, 2008, ACM Trans. Appl. Percept..

Towards a Context Enhanced Framework for Multi Object Tracking in Human Robot Collaboration

Bernhard Rinner, Christian Eitzinger, Andreas Pichler, 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Accurate fibre orientation measurement for carbon fibre surfaces

Christian Eitzinger, Sebastian Zambal, Werner Palfinger, 2013, Pattern Recognit..

Self-Adaptive Time-Series Based Forecast Models for Predicting Quality Criteria in Microfluidics Chip Production

Edwin Lughofer, Christian Eitzinger, Alexandru-Ciprian Zavoianu, 2017, 2017 3rd IEEE International Conference on Cybernetics (CYBCON).

Robotic inspection of 3D CFRP surfaces

Christian Eitzinger, Sebastian Zambal, Werner Palfinger, 2016, 2016 IEEE Metrology for Aerospace (MetroAeroSpace).

Multi-objective knowledge-based strategy for process parameter optimization in Micro-fluidic chip production

Edwin Lughofer, Christian Eitzinger, Alexandru-Ciprian Zavoianu, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

A Quantitative Evaluation of Texture Feature Robustness and Interpolation Behaviour

Wolfgang Heidl, Christian Eitzinger, Stefan Thumfart, 2009, CAIP.

Increasing Classification Robustness with Adaptive Features

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2008, ICVS.

Classifier-based analysis of visual inspection: Gender differences in decision-making

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2010, 2010 IEEE International Conference on Systems, Man and Cybernetics.

A soft-computing framework for automated optimization of multiple product quality criteria with application to micro-fluidic chip production

Edwin Lughofer, Christian Eitzinger, Thomas Radauer, 2020, Appl. Soft Comput..

End-to-end defect detection in automated fiber placement based on artificially generated data

Christian Eitzinger, Josef Scharinger, Sebastian Zambal, 2019, International Conference on Quality Control by Artificial Vision.

Using Business Analytics for Decision Support in Zero Defect Manufacturing of Composite Parts in the Aerospace Industry

Christian Eitzinger, Helmut Zörrer, Robert Steringer, 2019, IFAC-PapersOnLine.

Integrating new classes on the fly in evolving fuzzy classifier designs and their application in visual inspection

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2015, Appl. Soft Comput..

Evolving time-series based prediction models for quality criteria in a multi-stage production process

Mahardhika Pratama, Edwin Lughofer, Christian Eitzinger, 2018, 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS).

LSPB Trajectory Planning Using Quadratic Splines

Christian Eitzinger, Sebastian Zambal, Werner Palfinger, 2017, ICMRE 2017.

Explaining classifier decisions linguistically for stimulating and improving operators labeling behavior

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2017, Inf. Sci..

A combined calibration of 2D and 3D sensors a novel calibration for laser triangulation sensors based on point correspondences

Christian Eitzinger, Alexander Walch, 2014, 2014 International Conference on Computer Vision Theory and Applications (VISAPP).

MapView: Graphical Data Representation for Active Learning

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2016, AL@iKNOW.

Mobile manipulator is coming to aerospace manufacturing industry

Gerhard Ebenhofer, Christoph Walter, Christian Eitzinger, 2014, 2014 IEEE International Symposium on Robotic and Sensors Environments (ROSE) Proceedings.

Assessment of the influence of adaptive components in trainable surface inspection systems

Edwin Lughofer, Hendrik Van Brussel, Wolfgang Heidl, 2010, Machine Vision and Applications.

Online Quality Control with Flexible Evolving Fuzzy Systems

Edwin Lughofer, Christian Eitzinger, Carlos Guardiola, 2012 .

Toward an Interactive Reinforcement Based Learning Framework for Human Robot Collaborative Assembly Processes

Bernhard Rinner, Christian Eitzinger, Andreas Pichler, 2018, Front. Robot. AI.

Decision Tree-based Analysis Suggests Structural Gender Differences in Visual Inspection

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2011 .

Multivariate approach to obtain real-time behavior of image processing applications

Christian Eitzinger, Walter van Dyck, Thomas Berndorfer, 2001, SPIE Optics East.

SPIRIT - A Software Framework for the Efficient Setup of Industrial Inspection Robots

Emanuele Menegatti, Carlo Ferrari, Alberto Pretto, 2020, 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT.

On improving performance of surface inspection systems by online active learning and flexible classifier updates

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2015, Machine Vision and Applications.

Fast and economic integration of new classes on the fly in evolving fuzzy classifiers using class decomposition

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Survey of multivariate calibration methods for pattern classification

Christian Eitzinger, Walter van Dyck, Thomas Berndorfer, 2002, International Symposium on Optomechatronic Technologies.

Impact of object extraction methods on classification performance in surface inspection systems

Edwin Lughofer, Christian Eitzinger, James Edward Smith, 2010, Machine Vision and Applications.

Drift detection in data stream classification without fully labelled instances

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2015, 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS).

Robotic Inspection Systems

Christian Eitzinger, Sebastian Zambal, Petra Thanner, 2015 .

Humans Differ: So Should Models - Systematic Differences Call for Per-subject Modeling

Wolfgang Heidl, Christian Eitzinger, Stefan Thumfart, 2012, ICAART.

Photometric stereo sensor for robot-assisted industrial quality inspection of coated composite material surfaces

Christian Eitzinger, Sebastian Zambal, Matthias Stöger, 2015, International Conference on Quality Control by Artificial Vision.

Optimizing Feature Calculation in Adaptive Machine Vision Systems

Christian Eitzinger, Stefan Thumfart, S. Thumfart, 2012 .

Context Enhanced Multi Object Tracker for Human Robot Collaboration

Bernhard Rinner, Christian Eitzinger, Matthias Plasch, 2017, HRI.

Accurate Fibre Orientation Measurement for Carbon Fibre Surfaces

Christian Eitzinger, Stefan Thumfart, Werner Palfinger, 2013, CAIP.

Machine learning based analysis of gender differences in visual inspection decision making

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2013, Inf. Sci..

Autonomous supervision and optimization of product quality in a multi-stage manufacturing process based on self-adaptive prediction models

Mahardhika Pratama, Edwin Lughofer, Christian Eitzinger, 2019, Journal of Process Control.

A new approach to perceptron training

Christian Eitzinger, Hartwig Plach, 2003, IEEE Trans. Neural Networks.

Structural Synthesis based on PCA: Methodology and Evaluation

Wolfgang Heidl, Christian Eitzinger, Andreas Pichler, 2016, VISIGRAPP.

Towards Learning to Handle Deviations Using User Preferences in a Human Robot Collaboration Scenario

Bernhard Rinner, Christian Eitzinger, Matthias Plasch, 2016, IHCI.

Recognizing input space and target concept drifts in data streams with scarcely labeled and unlabelled instances

Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger, 2016, Inf. Sci..

Surface Characterization of Aircraft Interior Parts : Modelling Human Perception of Surface Texture

Christian Eitzinger, Lukas Hartung, Alexander Walch, 2020, 2020 IEEE Sensors.

An On-Line Interactive Self-adaptive Image Classification Framework

Edwin Lughofer, Praminda Caleb-Solly, Christian Eitzinger, 2008, ICVS.

Failure prediction through a model-driven machine learning method

Christian Eitzinger, Amirreza Baghbanpourasl, Daniela Kirchberger, 2021, 2021 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT).

A digital twin for composite parts manufacturing : Effects of defects analysis based on manufacturing data

Christian Eitzinger, Sebastian Zambal, John Klintworth, 2018, 2018 IEEE 16th International Conference on Industrial Informatics (INDIN).