Sean I. Young

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Medical Imaging

Top Venues

IEEE Trans. Image Process.

Publications

Alan Q. Wang, Batuhan K. Karaman, Heejong Kim, Jacob Rosenthal, Rachit Saluja, Sean I. Young, Mert R. Sabuncu
A Framework for Interpretability in Machine Learning for Medical Imaging. IEEE Access 12 (2024)
S. Mazdak Abulnaga, Neel Dey, Sean I. Young, Eileen Pan, Katherine I. Hobgood, Clinton J. Wang, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland
Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series. CoRR (2023)
Pablo Laso, Stefano Cerri, Annabel Sorby-Adams, Jennifer Guo, Farrah Mateen, Philipp Goebl, Jiaming Wu, Peirong Liu, Hongwei Li, Sean I. Young, Benjamin Billot, Oula Puonti, Gordon Sze, Sam Payabavash, Adam DeHavenon, Kevin N. Sheth, Matthew S. Rosen, John Kirsch, Nicola Strisciuglio, Jelmer M. Wolterink, Arman Eshaghi, Frederik Barkhof, W. Taylor Kimberly, Juan Eugenio Iglesias
Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI. CoRR (2023)
Matthew G. French, Gonzalo D. Maso Talou, Thiranja P. Babarenda Gamage, Martyn P. Nash, Poul M. F. Nielsen, Anthony J. Doyle, Juan Eugenio Iglesias, Yaël Balbastre, Sean I. Young
Diffeomorphic Multi-Resolution Deep Learning Registration for Applications in Breast MRI. CoRR (2023)
Matthew A. Chan, Sean I. Young, Christopher A. Metzler
: Supervision by Denoising Diffusion Models for Image Reconstruction. CoRR (2023)
Sean I. Young, Yaël Balbastre, Bruce Fischl, Polina Golland, Juan Eugenio Iglesias
Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI. CoRR (2023)
Alan Q. Wang, Batuhan K. Karaman, Heejong Kim, Jacob Rosenthal, Rachit Saluja, Sean I. Young, Mert R. Sabuncu
A Framework for Interpretability in Machine Learning for Medical Imaging. CoRR (2023)
Sean I. Young, Adrian V. Dalca, Enzo Ferrante, Polina Golland, Bruce Fischl, Juan Eugenio Iglesias
SUD: Supervision by Denoising for Medical Image Segmentation. CoRR (2022)
Sean I. Young, Yaël Balbastre, Adrian V. Dalca, William M. Wells III, Juan Eugenio Iglesias, Bruce Fischl
SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration. WBIR (2022)
Sean I. Young, Zhe Wang, David Taubman, Bernd Girod
Transform Quantization for CNN Compression. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
S. Mazdak Abulnaga, Sean I. Young, Katherine Hobgood, Eileen Pan, Clinton J. Wang, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland
Automatic Segmentation of the Placenta in BOLD MRI Time Series. CoRR (2022)
Sean I. Young, Yaël Balbastre, Adrian V. Dalca, William M. Wells III, Juan Eugenio Iglesias, Bruce Fischl
SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration. CoRR (2022)
Seokhyeon Kim, Ashish Sharma, Yi Y. Liu, Sean I. Young
Rethinking Satellite Data Merging: From Averaging to SNR Optimization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
S. Mazdak Abulnaga, Sean I. Young, Katherine Hobgood, Eileen Pan, Clinton J. Wang, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland
Automatic Segmentation of the Placenta in BOLD MRI Time Series. PIPPI@MICCAI (2022)
Wang Zhe, Jie Lin, Mohamed M. Sabry Aly, Sean I. Young, Vijay Chandrasekhar, Bernd Girod
Rate-Distortion Optimized Coding for Efficient CNN Compression. DCC (2021)
Sean I. Young, Aous Thabit Naman, David Taubman
Graph Laplacian Regularization for Robust Optical Flow Estimation. IEEE Trans. Image Process. 29 (2020)
Sean I. Young, Zhe Wang, David Taubman, Bernd Girod
Transform Quantization for CNN Compression. CoRR (2020)
Sean I. Young, Bernd Girod, David Taubman
Fast Optical Flow Extraction From Compressed Video. IEEE Trans. Image Process. 29 (2020)
Sean I. Young, David B. Lindell, Bernd Girod, David Taubman, Gordon Wetzstein
Non-Line-of-Sight Surface Reconstruction Using the Directional Light-Cone Transform. CVPR (2020)
Sean I. Young, Bernd Girod, David Taubman
Gaussian Lifting for Fast Bilateral and Nonlocal Means Filtering. IEEE Trans. Image Process. 29 (2020)
Sean I. Young, Aous Thabit Naman, Bernd Girod, David Taubman
Solving Vision Problems via Filtering. ICCV (2019)
Sean I. Young, Aous Thabit Naman, David Taubman
COGL: Coefficient Graph Laplacians for Optimized JPEG Image Decoding. IEEE Trans. Image Process. 28 (1) (2019)
Maryam Haghighat, Reji Mathew, Aous Thabit Naman, Sean I. Young, David Taubman
Rate-Distortion Optimized Illumination Estimation for Wavelet-Based Video Coding. ICASSP (2018)
Sean I. Young, David Taubman
Fast Optical Flow Extraction from Compressed Video. DICTA (2018)
Sean I. Young, Reji K. Mathew, David Taubman
Optimizing block-coded motion parameters with block-partition graphs. ICIP (2016)
Sean I. Young, Aous Thabit Naman, Reji K. Mathew, David S. Taubman
Optimized decoding of JPEG images based on generalized graph Laplacians. PCS (2016)
Sean I. Young, David S. Taubman
Rate-distortion optimized optical flow estimation. ICIP (2015)
Reji Mathew, Sean I. Young, David Taubman
Optimization of optical flow for scalable coding. PCS (2015)
Sean I. Young, Reji Mathew, David S. Taubman
Embedded coding of optical flow fields for scalable video compression. MMSP (2014)
Sean I. Young, Reji Mathew, David S. Taubman
Joint estimation of motion and arc breakpoints for scalable compression. GlobalSIP (2013)
Sean I. Young, Reji Mathew, David S. Taubman
Robust sum of Linear-Log Squared Differences distortion measure and its applications. PCS (2013)