Siying Liu (刘思滢)

Siying Liu (刘思滢)

Event-based vision, Spiking neural networks, Model-based Learning, Image Processing

Publications & Projects

You can also find my articles on Google Scholar.

Enhanced Event-Based Video Reconstruction with Motion Compensation

Siying Liu*, Pier Luigi Dragotti (2024). arXiv preprint arXiv:2403.11961. 22.
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First-spike coding promotes accurate and efficient spiking neural networks for discrete events with rich temporal structures

Siying Liu*, Vincent CH Leung, Pier Luigi Dragotti (2023). Frontiers in Neuroscience. 17, 1266003.
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Sensing Diversity and Sparsity Models for Event Generation and Video Reconstruction from Events

Siying Liu*, Pier Luigi Dragotti (2023). IEEE Transactions on Pattern Analysis and Machine Intelligence. 45 (10), 12444-12458.
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Convolutional ISTA network with temporal consistency constraints for video reconstruction from event cameras

Siying Liu*, Roxana Alexandru, Pier Luigi Dragotti. (2022). ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1935-1939.
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RWSNet: a semantic segmentation network based on SegNet combined with random walk for remote sensing

Jie Jiang, Chengjin Lyu, Siying Liu*, Yongqiang He, Xuetao Hao. (2020). International Journal of Remote Sensing. 41 (2), 487-505.
Paper

Registration algorithm based on line-intersection-line for satellite remote sensing images of urban areas

Siying Liu, Jie Jiang*. (2019). Remote Sensing. 11 (12), 1400.
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Remote sensing image registration based on feature points of global edge

Siying Liu, Jie Jiang*. (2017). IEEE International Conference on Imaging Systems and Techniques (IST). 1-6.
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