Publications

2024

1. IJDAR

   Perceptual cue-guided adaptive image downscaling for enhanced semantic segmentation on large document images

   Chulwoo Pack, Leen-Kiat Soh, and Elizabeth Lorang

   International Journal on Document Analysis and Recognition (IJDAR), 2024

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2023

1. Ph.D.

   Enhancing Document Layout Analysis on Historical Newspapers: Visual Representation, Pseudo-Ground-Truth, and Downscaling

   Chulwoo Pack

   The University of Nebraska-Lincoln, 2023
2. AHR

   Applying Image Analysis and Machine Learning to Historical Newspaper Collections

   Leen-Kiat Soh, Liz Lorang, Chulwoo Pack, and 1 more author

   The American Historical Review, 2023

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2022

1. JOCCH

   Augmentation-based Pseudo-Ground truth Generation for Deep Learning in Historical Document Segmentation for Greater Levels of Archival Description and Access

   Chulwoo Pack, Yi Liu, Leen-Kiat Soh, and 1 more author

   Journal on Computing and Cultural Heritage (JOCCH), 2022

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2. COMPSAC

   An Intelligent Tutoring System for API Misuse Correction by Instant Quality Feedback

   Rui Zhao, Harvey Siy, Chulwoo Pack, and 2 more authors

   In 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC), 2022

2021

1. JEI

   Visual domain knowledge-based multimodal zoning for textual region localization in noisy historical document images

   Chulwoo Pack, Leen-Kiat Soh, and Elizabeth Lorang

   Journal of Electronic Imaging, 2021

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2020

1. Tech. Report

   Digital libraries, intelligent data analytics, and augmented description: A demonstration project

   Elizabeth Lorang, Leen-Kiat Soh, Yi Liu, and 1 more author

   2020

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2. Tech. Report

   Final Presentation to the Library of Congress on Digital Libraries, Intelligent Data Analytics, and Augmented Description

   Elizabeth Lorang, Leen-Kiat Soh, Yi Liu, and 1 more author

   2020

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2019

1. Tech. Report

   Application of the Image Analysis for Archival Discovery Team’s First-Generation Methods and Software to the Burney Collection of British Newspapers

   Elizabeth Lorang, Leen-Kiat Soh, Chulwoo Pack, and 3 more authors

   2019

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2. Tech. Report

   Virtual Wrap-Up Presentation: Digital Libraries, Intelligent Data Analytics, and Augmented Description

   Elizabeth Lorang, Leen-Kiat Soh, Yi Liu, and 1 more author

   2019
3. Tech. Report

   Document Images and Machine Learning: A Collaboratory between the Library of Congress and the Image Analysis for Archival Discovery (Aida) Lab at the University of Nebraska, Lincoln, NE

   Yi Liu, Chulwoo Pack, Leen-Kiat Soh, and 1 more author

   2019
4. Tech. Report

   Work-in-Progress Reports Submitted to the Library of Congress as Part of Digital Libraries, Intelligent Data Analytics, and Augmented Description

   Chulwoo Pack, Yi Liu, Leen-Kiat Soh, and 1 more author

   2019

2017

1. Master

   Optimized Multilayer Perceptron with Dynamic Learning Rate to Classify Breast Microwave Tomography Image

   Chulwoo Pack

   2017
2. ACR

   Computer aided diagnosis with boosted learning for anomaly detection in microwave tomography

   Chulwoo Pack, Seong-Ho Son, and Sung Shin

   ACM SIGAPP Applied Computing Review, 2017

2016

1. SAC

   Optimized multilayer perceptron using dynamic learning rate based microwave tomography breast cancer screening

   Chulwoo Pack, Sung Shin, Hyung-Do Choi, and 2 more authors

   In Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

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2015

1. RACS

   Computer aided breast cancer diagnosis system with fuzzy multiple-parameter support vector machine

   Chulwoo Pack, Sung Shin, Seong Ho Son, and 1 more author

   In Proceedings of the 2015 Conference on research in adaptive and convergent systems, 2015

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2. RACS

   Breast cancer classification of mammographic masses using improved shape features

   Sailesh Gc, Chulwoo Pack, Sung Shin, and 1 more author

   In Proceedings of the 2015 Conference on research in adaptive and convergent systems, 2015
3. SAC

   Study of wireless mammography image transmission impacts on robust cyber-aided diagnosis systems

   Samaneh Aminikhanghahi, Sung Shin, Wei Wang, and 3 more authors

   In Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
4. III

   An Optimized Fuzzy Support Vector Machine Classifier using Breast Mammogram Tomography: Trade-off between Specificity and Sensitivity

   Chulwoo Pack, Samaneh Aminikhanghahi, Sung Shin, and 2 more authors

   International Information Institute (Tokyo). Information, 2015