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PUBLICATION

Publication: List

JOUNAL

  1. Yuchen He, Sung Ha Kang, Wenjing Liao, Hao Liu, and Yingjie Liu. Rules of Interaction from Noisy Observations: Investigate the Collective Behaviors by Potential in Aggregation Equation. Communications in Computational Physics. 2022 Jan 14. (Accepted)

  2. Yuchen He, Xiaoming Huo, Sung Ha Kang, Yajun Mei, Namjoon Suh. Asymptotic Theory of â„“1-Regularized PDE Identification from a Single Noisy Trajectory.  SIAM/ASA Journal of Uncertainty Quantification. (Submitted, Preprint)

  3. Yuchen He, Sung Ha Kang, Jean-Michel Morel. Silhouette Vectorization based on Affine Scale-space. Journal of Mathematical Imaging and Vision. September 23 2021.

  4. Yuchen He. Underwater Image Color Correction by Complementary Adaptation. 2020. (Submitted, Preprint)

  5. Yuchen He, Sung Ha Kang, Wenjing Liao, Hao Liu, and Yingjie Liu. Robust Identification of Differential Equations by Numerical Techniques from A Single Set of Noisy Observation. SIAM Journal on Scientific Computing (SISC). 2021. (Accepted,Preprint)

  6. Yuchen He, Sung Ha Kang, and Hao Liu. Curvature Regularized Surface Reconstruction from Point Cloud. SIAM Journal on Imaging Sciences. 2020 Jul 25 (Preprint). 

  7. Yuchen He, Sung Ha Kang. Lattice Identification and Separation: Theory and Algorithm. SIAM Journal on Imaging Sciences, 2019; 12(4): 2063-96.

  8. Maleki A, Swan RT, Silpa-Archa S, Preble JM, He Y, Foster CS. Short-wavelength automated perimetry parameters at baseline and following remission in patients with birdshot retinochoroidopathy. American Journal of Ophthalmology. 2016;163:83. e6-92. e6.

PROCEEDINGS

  1. Yuchen He, Sung Ha Kang, Jean-Michel Morel.  Vectorizing Images of Any Size. (Submitted)

  2. Yuchen He, Sung Ha Kang, and Jean-Michel Morel. Accurate Silhouette Vectorization by Affine Scale-Space. 2021 IEEE International Conference on Image Processing (ICIP 2021).  (Accepted)

  3. Yuchen He, Sung Ha Kang, and Luis Alvarez. Finding the skeleton of 2D shape and contours: implementation of Hamilton-Jacobi Skeleton. Image Processing On Line (IPOL). 2020 Feb. (Peer-reviewed, Preprint)

  4. Yuchen He, Martin Huska, Sung Ha Kang, and Hao Liu. Fast Algorithms for Surface Reconstruction from Point Cloud. International Workshop On Image Processing and Inverse Problems (IPIP 2018), CSRC, Beijing, China. 2020 March. (Peer-reviewed)

  5. Yuchen He, Sung Ha Kang. Lattice Metric Space Application to Grain Defect Detection. In Proceedings of Scale Space and Variational Methods in Computer Vision (SSVM), 2019 Jun 30 (pp.381-392). Springer, Cham. (Double-blind peer reviewed)

TO BE SUBMITTED

  1. Yuchen He, Sung Ha Kang, Wenjing Liao, Hao Liu, Yingjie Liu. Robust Identification of PDEs with Space-time Varying Coefficients Using Group Subspace Pursuit.

  2. Zhao He, Ya-Nan Zhu, Yu Chen, Yuchen He, Suhao QIu, Linghan Kong, Bomin Sun, Xiaoqun Zhang, Yuan Feng. A deep unrolled network for reconstruction of real-time interventional MRI with multi-coil radial sampling.

  3. Yuchen He, Hongkai Zhao, Yimin Zhong. How much can one learn a partial differential equation from its solution.

  4. Qiaoqiao Ding, Yuchen He, Sung Ha Kang, Xiaoqun Zhang. Deep Dynamic PET Reconstruction by Spatial and Temporal Information Synthesis.

  5. Yuchen He, Sung Ha Kang, Jean-Michel Morel.  Topology-aware Hierarchical Curve-based Color Image Vectorization.

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