George Chiu

Orcid: 0000-0002-4445-2821

Affiliations:
  • Purdue University, Department of Mechanical Engineering, West Lafayette, IN, USA
  • University of California Berkeley, Department of Mechanical Engineering, CA, USA (PhD 1994)


According to our database1, George Chiu authored at least 78 papers between 2000 and 2023.

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

Timeline

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Bibliography

2023
Online Change Points Detection for Linear Dynamical Systems with Finite Sample Guarantees.
CoRR, 2023

Learning Dynamical Systems by Leveraging Data from Similar Systems.
CoRR, 2023

Active learning approaches to analysis of thin-film printed sensors for determining nitrate levels in soil.
Proceedings of the Color Imaging XXVIII: Displaying, 2023

Learning Linearized Models from Nonlinear Systems with Finite Data.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Offline Model-Free Reinforcement Learning with a Recurrent Augmented Dataset for Highly Transient Industrial Processes.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Error Diffusion based Feedforward Height Control for Inkjet 3D Printing.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2023

2022
Deep learning approach for classifying contamination levels with limited samples.
Proceedings of the Color Imaging XXVII: Displaying, 2022

Motion detection in a color video sequence with an application to monitoring a baby.
Proceedings of the Color Imaging XXVII: Displaying, 2022

Improvements to color image and machine learning based thin-film nitrate sensor performance prediction: New texture features, repeated cross-validation, and auto-tuning of hyperparameters.
Proceedings of the Color Imaging XXVII: Displaying, 2022

Modeling the 3D shape of a fingernail and pre-distorting an image to be printed on the fingernail to yield the correct appearance.
Proceedings of the Color Imaging XXVII: Displaying, 2022

Printed paper-based devices for detection of food-borne contaminants: New device design and new colorimetric image analysis methods.
Proceedings of the Color Imaging XXVII: Displaying, 2022

Improving an inkjet printer: Removing stray-dots by constraining error diffusion in highlight regions.
Proceedings of the Color Imaging XXVII: Displaying, 2022

Developing a gamut mapping method for a novel inkjet printer.
Proceedings of the Color Imaging XXVII: Displaying, 2022

Finite Sample Guarantees for Distributed Online Parameter Estimation with Communication Costs.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Identifying the Dynamics of a System by Leveraging Data from Similar Systems.
Proceedings of the American Control Conference, 2022

Learning the Dynamics of Autonomous Linear Systems From Multiple Trajectories.
Proceedings of the American Control Conference, 2022

Kalman Estimation Based One-Step Look Ahead Control of Data-driven Model with Random Parameters.
Proceedings of the American Control Conference, 2022

Applying a Deep Q-Network for Human Operator Behavioral Modeling and Decision Support in a Twin-Roll Casting Process.
Proceedings of the American Control Conference, 2022

2021
Iterative Learning Control With Time-Delay Compensation: An Application to Twin-Roll Strip Casting.
IEEE Trans. Control. Syst. Technol., 2021

Spectral Imaging to Differentiate Contaminant Levels.
Proceedings of the Color Imaging XXVI: Displaying, 2021

Adaptive Learning-based Method for Nitrate Sensor Quality Assessment in On-line Scenarios.
Proceedings of the Color Imaging XXVI: Displaying, 2021

Thin-film Nitrate Sensor Performance Prediction Based on Preprocessed Sensor Images.
Proceedings of the Color Imaging XXVI: Displaying, 2021

Design and Fabrication of Microfluidics Paper-Based Devices for Contaminant Detection Using aWax Printer.
Proceedings of the Color Imaging XXVI: Displaying, 2021

Improving an inkjet printer: saturation enhancement based on segmentation and hue.
Proceedings of the Color Imaging XXVI: Displaying, 2021

An Improved Height Difference Based Model of Height Profile for Drop-on-Demand 3D Printing With UV Curable Ink.
Proceedings of the 2021 American Control Conference, 2021

3D Shape Estimation for Smooth Surfaces Using Double Mirror System.
Proceedings of the 3D Imaging and Applications 2021, online, January 11-28, 2021, 2021

2020
A Chemiresistive CO2 Sensor Based on CNT-Functional Polymer Composite Films.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

Image Analytics for Food Safety.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2020, 2020

Developing an Inkjet Printer I: RGB Image to CMY Ink Amounts - Image Processing and Color Management.
Proceedings of the Color Imaging XXV: Displaying, 2020

Developing an inkjet printer IV: printer mechanism control for best print quality.
Proceedings of the Color Imaging XXV: Displaying, 2020

Developing an inkjet printer III: Multibit CMY halftones to hardware-ready bits.
Proceedings of the Color Imaging XXV: Displaying, 2020

Developing an inkjet printer II : CMY ink amounts to multibit CMY halftones.
Proceedings of the Color Imaging XXV: Displaying, 2020

Using Acoustic Information to Diagnose the Health of A Printer.
Proceedings of the Color Imaging XXV: Displaying, 2020

3D shape estimation for smooth surfaces using structured light patterns.
Proceedings of the 3D Measurement and Data Processing 2020, 2020

2019
A Resonant CO2 Sensor Functionalized with a Polymerized Ionic Liquid.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

2018
A Two-step Thresholding Algorithm for Image-based Defect Detection in Roll-to-Roll Coating of Cellulose Nanocrystal Films.
Proceedings of the 2018 Annual American Control Conference, 2018

Iterative Learning Control For Periodic Disturbances in Twin-Roll Strip Casting with Measurement Delay.
Proceedings of the 2018 Annual American Control Conference, 2018

2016
Expert-prescribed weighting for support vector machine classification.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2016

2014
Reduction of memory footprint and computation time for embedded Support Vector Machine (SVM) by kernel expansion and consolidation.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

2013
Figure of merit for macrouniformity based on image quality ruler evaluation and machine learning framework.
Proceedings of the Image Quality and System Performance X, 2013

Wavelet-based figure of merit for macro-uniformity.
Proceedings of the Image Quality and System Performance X, 2013

2011
Extrinsic Signature Embedding and Detection in Electrophotographic Halftoned Images Through Exposure Modulation.
IEEE Trans. Inf. Forensics Secur., 2011

Modeling and Control of a Hybrid Two-Component Development Process for Xerography.
IEEE Trans. Control. Syst. Technol., 2011

2010
Printer and Scanner Forensics: Models and Methods.
Proceedings of the Intelligent Multimedia Analysis for Security Applications, 2010

2009
Printer and scanner forensics.
IEEE Signal Process. Mag., 2009

Using forms for information hiding and coding in electrophotographic documents.
Proceedings of the First IEEE International Workshop on Information Forensics and Security, 2009

High-capacity data hiding in text documents.
Proceedings of the Media Forensics and Security I, 2009

Improvements on image authentication and recovery using distributed source coding.
Proceedings of the Media Forensics and Security I, 2009

Time maximum control for a class of single-input planar affine control systems and constraints.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Real-time measurement of eccentric motion with capacitive sensor for hydraulic pumps.
Proceedings of the American Control Conference, 2009

2008
Banding Artifact Reduction for a Class of Color Electrophotographic Printers With Underactuated Motor/Gear Configuration.
IEEE Trans. Control. Syst. Technol., 2008

Scanner identification with extension to forgery detection.
Proceedings of the Security, 2008

Survey of Scanner and Printer Forensics at Purdue University.
Proceedings of the Computational Forensics, Second International Workshop, 2008

Forensic techniques for classifying scanner, computer generated and digital camera images.
Proceedings of the IEEE International Conference on Acoustics, 2008

Modeling human movement with length-normalized action primitives.
Proceedings of the American Control Conference, 2008

2007
Channel model and operational capacity analysis of printed text documents.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents IX, 2007

Scanner identification using sensor pattern noise.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents IX, 2007

Forensic classification of imaging sensor types.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents IX, 2007

Sensor Forensics: Printers, Cameras and Scanners, They Never Lie.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Interfacing a Force-Feedback Joystick with a Hydraulic Robot Arm.
Proceedings of the 7th IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2007

Exponentially Segmented Positioning of a Single Link Mechanism: A Control Algorithm that Satisfies Fitts' Law.
Proceedings of the American Control Conference, 2007

Coupling between Sample Rate and Required Wordlength for Finite Precision Controller Implementation with Delta Transform.
Proceedings of the American Control Conference, 2007

2006
A survey of forensic characterization methods for physical devices.
Digit. Investig., 2006

Information embedding and extraction for electrophotographic printing processes.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VIII, 2006

Adaptive sampling for atomic force microscopy.
Proceedings of the Computational Imaging IV, San Jose, 2006

Extrinsic signatures embedding and detection for information hiding and secure printing in electrophotography.
Proceedings of the American Control Conference, 2006

2005
Extremum seeking control of a tunable thermoacoustic cooler.
IEEE Trans. Control. Syst. Technol., 2005

Printer identification based on graylevel co-occurrence features for security and forensic applications..
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VII, 2005

A Haptic Interface for Human-in-the-Loop Manipulation at the Nanoscale.
Proceedings of the First Joint Eurohaptics Conference and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2005

2004
Dual-driver standing wave tube: acoustic impedance matching with robust repetitive control.
IEEE Trans. Control. Syst. Technol., 2004

Signature-embedding in printed documents for security and forensic applications.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VI, 2004

RemoteLab - an e-mail based on-line control experiment service.
Proceedings of the 2004 American Control Conference, 2004

Incorporating human visual model and spatial sampling in banding artifact reduction.
Proceedings of the 2004 American Control Conference, 2004

2003
Robust spatially sampled controller design for banding reduction in electrophotographic process.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

Nonlinear adaptive nonsmooth dynamic surface control of electro-hydraulic systems.
Proceedings of the American Control Conference, 2003

2002
Image Analysis as a Tool for Printer Characterization and Halftoning Algorithm Development (invited).
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

2001
Contouring control of machine tool feed drive systems: a task coordinate frame approach.
IEEE Trans. Control. Syst. Technol., 2001

2000
Equalization of multi-cylinder electrohydraulic systems.
Proceedings of the American Control Conference, 2000


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