Research

Doctoral thesis

• • The topic of my doctoral thesis is "Research on Super-resolution Image Reconstruction Algorithms", which could be downloaded here (in Mandarin Chinese).

  • My Ph.D. defence PPT could be downloaded here (in Mandarin Chinese, too).

Publications and software

• • Note: The corresponding data is also available for download. See the "data" page here.

• 1. Heng Su, Nan Jiang, Ying Wu, Jie Zhou, "Single Image Super-resolution Based on Space Structure Learning", Pattern Recognition Letters, 34(16):2094--2101 2013, DOI: 10.1016/j.patrec.2013.07.012 (paper)

  2. Heng Su, Jie Zhou, Zhihao Zhang, "Survey of Super-resolution Image Reconstruction Methods", Acta Automatica Sinica, 39(8):1202--1213, 2013 (in Mandarin Chinese), DOI: 10.3724/SP.J.1004.2013.01202 (苏衡, 周杰, 张志浩, "超分辨率图像重建方法综述", 自动化学报) (paper)

  3. Heng Su, Liang Tang, Ying Wu, Daniel Tretter, Jie Zhou, "Spatially Adaptive Block-based Super-resolution", IEEE Transactions on Image Processing (TIP), 21(3):1031--1045, 2012. DOI: 10.1109/TIP.2011.2166971 (paper) (code)

  4. Heng Su, Ying Wu, Jie Zhou, "Super-resolution without Dense Flow", IEEE Transactions on Image Processing (TIP), 21(4):1782--1895, 2012. DOI: 10.1109/TIP.2011.2173204 (paper) (code)

  5. Heng Su, Ying Wu, Jie Zhou, "Adaptive Incremental Video Super-resolution with Temporal Consistency", IEEE International Conference on Image Processing (ICIP), 2011, 1173-1176 (paper) (code)

  6. Nan Jiang, Heng Su, Wenyu Liu, Ying Wu, "Discriminative Metric Preservation for Tracking Low Resolution Targets", IEEE Transactions on Image Processing (TIP), 21(3):1284-1297, 2012. DOI: 10.1109/TIP.2011.2167345

  7. Nan Jiang, Wenyu Liu, Heng Su, Ying Wu, "Tracking Low Resolution Objects by Metric Preservation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011, 1329-1336

  8. Heng Su, Liang Tang, Jie Zhou and Daniel Tretter, "A Practical and Adaptive Framework for Super-resolution", IEEE International Conference on Image Processing (ICIP), 2008, 1236-1239 (paper)