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Improved Real-Time Monocular SLAM Using Semantic Segmentation on Selective Frames


Apr 30, 2021
Jinkyu Lee, Muhyun Back, Sung Soo Hwang, Il Yong Chun


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Improved and efficient inter-vehicle distance estimation using road gradients of both ego and target vehicles


Apr 01, 2021
Muhyun Back, Jinkyu Lee, Kyuho Bae, Sung Soo Hwang, Il Yong Chun

* 5 pages, 3 figures, 2 tables, submitted to IEEE ICAS 2021 

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An Improved Iterative Neural Network for High-Quality Image-Domain Material Decomposition in Dual-Energy CT


Dec 02, 2020
Zhipeng Li, Yong Long, Il Yong Chun


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Momentum-Net for Low-Dose CT Image Reconstruction


Mar 06, 2020
Siqi Ye, Yong Long, Il Yong Chun

* Five pages author-submitted paper to ICIP 2020 

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Momentum-Net: Fast and convergent iterative neural network for inverse problems


Sep 11, 2019
Il Yong Chun, Zhengyu Huang, Hongki Lim, Jeffrey A. Fessler

* 26 pages, 7 figures, 3 algorithms, 3 tables, fixed incorrect ref 

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BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization


Aug 04, 2019
Il Yong Chun, Xuehang Zheng, Yong Long, Jeffrey A. Fessler

* Accepted to MICCAI 2019, and the authors indicated by asterisks (*) equally contributed to this work 

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Improved low-count quantitative PET reconstruction with a variational neural network


Jun 05, 2019
Hongki Lim, Il Yong Chun, Yuni K. Dewaraja, Jeffrey A. Fessler


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Convolutional Analysis Operator Learning: Dependence on Training Data


Feb 27, 2019
Il Yong Chun, David Hong, Ben Adcock, Jeffrey A. Fessler

* 5 pages, 2 figures 

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Deep BCD-Net Using Identical Encoding-Decoding CNN Structures for Iterative Image Recovery


Apr 28, 2018
Il Yong Chun, Jeffrey A. Fessler

* 5 pages, 3 figures 

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Convolutional Analysis Operator Learning: Acceleration, Convergence, Application, and Neural Networks


Feb 15, 2018
Il Yong Chun, Jeffrey A. Fessler

* 19 pages, 9 figures 

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Sparse-View X-Ray CT Reconstruction Using $\ell_1$ Prior with Learned Transform


Nov 02, 2017
Xuehang Zheng, Il Yong Chun, Zhipeng Li, Yong Long, Jeffrey A. Fessler

* The first two authors contributed equally to this work; 8 pages, 5 figures 

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Convolutional Dictionary Learning: Acceleration and Convergence


Aug 25, 2017
Il Yong Chun, Jeffrey A. Fessler

* 21 pages, 7 figures, submitted to IEEE Transactions on Image Processing 

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