| DeepInSAR—A Deep Learning Framework for SAR Interferometric Phase Restoration and Coherence Estimation IC Xinyao Sun, Aaron Zimmer, Subhayan Mukherjee, Navaneeth Kamballur ... Remote Sensing 12 (14), 23, 2020 | 43* | 2020 |
| An unsupervised generative neural approach for InSAR phase filtering and coherence estimation S Mukherjee, A Zimmer, X Sun, P Ghuman, I Cheng IEEE geoscience and remote sensing letters 18 (11), 1971-1975, 2020 | 35 | 2020 |
| Smart sensor-based motion detection system for hand movement training in open surgery X Sun, S Byrns, I Cheng, B Zheng, A Basu Journal of medical systems 41, 1-13, 2017 | 25 | 2017 |
| CNN-based InSAR denoising and coherence metric S Mukherjee, A Zimmer, NK Kottayil, X Sun, P Ghuman, I Cheng 2018 IEEE sensors, 1-4, 2018 | 15 | 2018 |
| Water body extraction from sentinel-2 imagery with deep convolutional networks and pixelwise category transplantation J Billson, MDS Islam, X Sun, I Cheng Remote Sensing 15 (5), 1253, 2023 | 9 | 2023 |
| Ground truth delineation for medical image segmentation based on Local Consistency and Distribution Map analysis I Cheng, X Sun, N Alsufyani, Z Xiong, P Major, A Basu 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 9 | 2015 |
| Accurate pixel-based noise estimation for InSAR interferograms NK Kottayil, A Zimmer, S Mukherjee, X Sun, P Ghuman, I Cheng 2018 IEEE SENSORS, 1-4, 2018 | 8 | 2018 |
| Face detection, identification, and tracking system for robotic devices SUN Xinyao, X Liao, X Ren, H Wang US Patent 10,068,135, 2018 | 8 | 2018 |
| Adversarial training for dual-stage image denoising enhanced with feature matching X Sun, NK Kottayil, S Mukherjee, I Cheng Smart Multimedia: First International Conference, ICSM 2018, Toulon, France …, 2018 | 8 | 2018 |
| Matrix Syncer--A Multi-chain Data Aggregator For Supporting Blockchain-based Metaverses SZ X Sun, Y Lu, J Sun, B Tang, KD Rehak Springer Nature, 2022 | 7* | 2022 |
| Method and device for Quasi-Gibbs structure sampling by deep permutation for person identity inference X Liao, SUN Xinyao, X Ren, H Wang US Patent 10,339,408, 2019 | 5 | 2019 |
| System and method for enhancing target tracking via detector and tracker fusion for unmanned aerial vehicles SUN Xinyao, X Liao, X Ren, H Wang US Patent 10,140,719, 2018 | 5 | 2018 |
| CNN-based InSAR coherence classification S Mukherjee, A Zimmer, X Sun, P Ghuman, I Cheng 2018 IEEE SENSORS, 1-4, 2018 | 5 | 2018 |
| Mnet: Semantic segmentation for satellite images based on multi-channel decomposition MDS Islam, X Sun, Z Wang, P Ghuman, I Cheng Engineering Proceedings 21 (1), 26, 2022 | 4 | 2022 |
| CNN-based real-time parameter tuning for optimizing denoising filter performance S Mukherjee, NK Kottayil, X Sun, I Cheng Image Analysis and Recognition: 16th International Conference, ICIAR 2019 …, 2019 | 4 | 2019 |
| FAPNET: Feature Fusion with Adaptive Patch for Flood-Water Detection and Monitoring MDS Islam, X Sun, Z Wang, I Cheng Sensors 22 (21), 8245, 2022 | 3 | 2022 |
| A benchmark InSAR simulator for phase filtering and coherence estimation X Sun, A Zimmer, NK Kottayil, S Mukherjee, P Ghuman, I Cheng Conference of the Arabian Journal of Geosciences, 11-13, 2020 | 3 | 2020 |
| Multi-sensor motion fusion using deep neural network learning X Sun, A Basu, I Cheng International Journal of Multimedia Data Engineering and Management (IJMDEM …, 2017 | 3 | 2017 |
| Spatio-temporally optimized multi-sensor motion fusion X Sun, I Cheng, A Basu 2016 IEEE International Symposium on Multimedia (ISM), 425-430, 2016 | 3 | 2016 |
| A U-net approach for insar phase unwrapping and denoising S Vijay Kumar, X Sun, Z Wang, R Goldsbury, I Cheng Remote Sensing 15 (21), 5081, 2023 | 2 | 2023 |
Irene ChengProfessor & Scientific Director, Multimedia Research, Computing Science, University of AlbertaVerified email at ualberta.ca
