Chiwoo Park

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 23

Top Topics

Filtered Backprojection

Sparsity Regularization

Gaussian Process

Image Binarization

Top Venues

Pattern Recognit.

J. Mach. Learn. Res.

Publications

Michael Wilson, Tom Needham, Chiwoo Park, Suparteek Kundu, Anuj Srivastava
A Wasserstein-Type Distance for Gaussian Mixtures on Vector Bundles with Applications to Shape Analysis. SIAM J. Imaging Sci. 17 (3) (2024)
Jeongwon Park, Chiwoo Park, Soondo Hong
Gaussian process-based storage location assignments with risk assessments for progressive zone picking systems. Comput. Ind. Eng. 185 (2023)
Chiwoo Park, Robert Waelder, Bonggwon Kang, Benji Maruyama, Soondo Hong, Robert B. Gramacy
Active Learning of Piecewise Gaussian Process Surrogates. CoRR (2023)
Chiwoo Park
Jump Gaussian Process Model for Estimating Piecewise Continuous Regression Functions. J. Mach. Learn. Res. 23 (2022)
Chiwoo Park, Sang Do Noh, Anuj Srivastava
Data Science for Motion and Time Analysis with Modern Motion Sensor Data. Oper. Res. 70 (6) (2022)
Chiwoo Park, David J. Borth, Nicholas S. Wilson, Chad N. Hunter, Fritz J. Friedersdorf
Robust Gaussian process regression with a bias model. Pattern Recognit. 124 (2022)
Jeongwon Park, Permata Vallentino Eko Joatiko, Chiwoo Park, Soondo Hong
Average Flow Time Estimation and Its Application for Storage Relocation in an Order Picking System. APMS (1) (2022)
Chiwoo Park
Gaussian Process Model for Estimating Piecewise Continuous Regression Functions. CoRR (2021)
Garret Vo, Dmitri Zakharov, Chiwoo Park
Data association algorithm for large-scale multi-object tracking with complex interactions. J. Electronic Imaging 30 (6) (2021)
Chiwoo Park, Sang Do Noh, Anuj Srivastava
Data Science for Motion and Time Analysis with Modern Motion Sensor Data. CoRR (2020)
Chiwoo Park, David J. Borth, Nicholas S. Wilson, Chad N. Hunter, Fritz J. Friedersdorf
Robust Gaussian Process Regression with a Bias Model. CoRR (2020)
Chiwoo Park, David J. Borth, Nicholas S. Wilson, Chad N. Hunter
Variable selection for Gaussian process regression through a sparse projection. CoRR (2020)
Chen Mu, Chiwoo Park
Sparse filtered SIRT for electron tomography. Pattern Recognit. 102 (2020)
Chiwoo Park, Yu Ding
Dynamic Data-Driven Distribution Tracking of Nanoparticle Morphology. DDDAS (2020)
Chiwoo Park, Peihua Qiu
Sequential Adaptive Design for Jump Regression Estimation. CoRR (2019)
Garret Vo, Chiwoo Park
Robust regression for image binarization under heavy noise and nonuniform background. Pattern Recognit. 81 (2018)
Ali Esmaieeli Sikaroudi, David A. Welch, Taylor J. Woehl, Roland Faller, James E. Evans, Nigel D. Browning, Chiwoo Park
Directional Statistics of Preferential Orientations of Two Shapes in Their Aggregate and Its Application to Nanoparticle Aggregation. Technometrics 60 (3) (2018)
Chiwoo Park, Daniel W. Apley
Patchwork Kriging for Large-scale Gaussian Process Regression. J. Mach. Learn. Res. 19 (2018)
Chiwoo Park, Daniel W. Apley
Patchwork Kriging for Large-scale Gaussian Process Regression. CoRR (2017)
Chiwoo Park, Jianhua Z. Huang
Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes. J. Mach. Learn. Res. 17 (2016)
Chen Mu, Chiwoo Park
Optimal Filtered Backprojection for Fast and Accurate Tomography Reconstruction. CoRR (2016)
Garret Vo, Chiwoo Park
Robust Matrix Decomposition for Image Segmentation under Heavy Noises and Uneven Background Intensities. CoRR (2016)
Xin Li, Alex Belianinov, Stephen Jesse, Chiwoo Park
Two-Level Structural Sparsity Regularization for Finding Lattice Locations and Defects in Noisy Image Data. CoRR (2016)
Chiwoo Park, Taylor J. Woehl, James E. Evans, Nigel D. Browning
Minimum Cost Multi-Way Data Association for Optimizing Multitarget Tracking of Interacting Objects. IEEE Trans. Pattern Anal. Mach. Intell. 37 (3) (2015)
Chiwoo Park
Estimating Multiple Pathways of Object Growth Using Nonlongitudinal Image Data. Technometrics 56 (2) (2014)
Chiwoo Park, Jianhua Z. Huang, Jim X. Ji, Yu Ding
Segmentation, Inference and Classification of Partially Overlapping Nanoparticles. IEEE Trans. Pattern Anal. Mach. Intell. 35 (3) (2013)
Chiwoo Park, Jianhua Z. Huang, Yu Ding
GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression. J. Mach. Learn. Res. 13 (2012)
Chiwoo Park, Jianhua Z. Huang, Yu Ding
Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets. J. Mach. Learn. Res. 12 (2011)
Chiwoo Park, Jianhua Z. Huang, Yu Ding
A Computable Plug-In Estimator of Minimum Volume Sets for Novelty Detection. Oper. Res. 58 (5) (2010)
Chiwoo Park, Yu Ding, Eunshin Byon
Collaborative data reduction for energy efficient sensor networks. CASE (2008)
Yu Ding, Eunshin Byon, Chiwoo Park, Jiong Tang, Yi Lu, Xin Wang
Dynamic Data-Driven Fault Diagnosis of Wind Turbine Systems. International Conference on Computational Science (1) (2007)
Yong Gu Ji, Chiwoo Park, Minsoo Kim
A Study on the Application of BPM Systems for Implementation of RosettaNet Based e-Logistics. ICCSA (4) (2006)