Xidian Media Lab

Biography

I am a PhD Candidate in Xidian University, Xi’an, China, under the supervision of Prof. Cheolkon Jung. (Link to our lab: http://www.hetaojiu.org/media/)

My research interests include image processing, machine learning, and semantic image understanding.

Education

PhD, Pattern Recognition and Intelligent System, Xidian University, 2016-Present

MS, Pattern Recognition and Intelligent System, Xidian University, 2015-2016

BE, Electronic Engineering, Xidian University, 2015

Publications

[J1] Yakun Chang, Cheolkon Jung, "Automatic Cardiac MRI Segmentation and Permutation-Invariant Pathology Classification Using Deep Neural Networks and Point Clouds," Neurocomputing, 2020 (SCI). (IF: 4.438)

[J2] Yakun Chang, Cheolkon Jung, Jun Sun, Fengqiao Wang, “Siamese Dense Network for Reflection Removal with Flash and No-flash Image Pairs,” International Journal of Computer Vision, vol. 128, pp. 1673–1698, 2020 (SCI). (IF: 6.071,Top journal)

[J3] Yakun Chang, Cheolkon Jung, Jun Sun, "Joint Reflection Removal and Depth Estimation from a Single Image," IEEE Transactions on Cybernetics, 2019 (SCI). (IF: 10.387)

[J4] Yakun Chang, Cheolkon Jung, “Single Image Reflection Removal Using Convolutional Neural Networks,” IEEE Transactions on Image Processing, vol. 28, no. 4, pp. 1954-1966, 2019 (SCI) (IF: 6.79)

[J5] Jun Sun, Yakun Chang, Cheolkon Jung, Jiawei Feng, "Multi-Modal Reflection Removal Using Convolutional Neural Networks," IEEE Signal Processing Letters, 2019 (SCI). (IF:3.268)

[J6] Yakun Chang, Cheolkon Jung, Peng Ke, Hyoseob Song, Jungmee Hwang, “Automatic Contrast Limited Adaptive Histogram Equalization with Dual Gamma Correction,” IEEE Access, vol. 6, pp. 11782-11792, 2018 (SCI) (IF: 4.098)

[C1] Yakun Chang, Baoyu Song, Cheolkon Jung, Liyu Huang， “Automatic Segmentation and Cardiopathy Classification in Cardiac MRI Images Based on Fully Convolutional Neural Networks”， Proc. IEEE ICASSP, pp. 1020-1024, 2018 (EI).

[C2] Yakun Chang, Cheolkon Jung, “Perceptual Contrast Enhancement of Dark Images Based on Textural Coefficients,” Proc. IEEE VCIP, 2016 (EI).

Awards and Honors

[1] Excellent Doctoral Dissertation Fund of Xidian University (100 thousand Yuan, Link: https://gr.xidian.edu.cn/info/1044/7394.htm)

[2] First-Class Scholarship of Xidian University (2015,2016,2018)

[3] Second-Class Scholarship of Xidian University (2017,2019)

Professional Activities

Reviewer: IEEE ICME, IEEE ACCESS