Yixin Yang 杨溢鑫

Yixin Yang 杨溢鑫

PhD. Student

Peking University

Yixin Yang is a Ph.D. Student at the Camera Intelligence Lab, National Engineering Research Center of Visual Technology, School of Computer Science, Peking University.

Experience

 
 
 
 
 
Peking University
Ph.D. Student
July 2022 – Present Beijing
 
 
 
 
 
Peking University
Bachelor
September 2018 – July 2022 Beijing

Posts

Projects

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Learning Event Guided High Dynamic Range Video Reconstruction
We propose a multimodal learning framework for event guided HDR video reconstruction, which including multimodal representation alignment, confidence guided multimodal fusion and temporal context encoding. The proposed HDRev-Net demonstrates state-of-the-art performance quantitatively and qualitatively for both synthetic and real-world data.

Publications

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(2024). Learning Latency Correction for Event-guided Deblurring and Frame Interpolation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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(2023). Learning Event Guided High Dynamic Range Video Reconstruction. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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(2023). Coherent Event Guided Low-Light Video Enhancement. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV).

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(2023). All-in-Focus Imaging From Event Focal Stack. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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(2023). Hybrid High Dynamic Range Imaging fusing Neuromorphic and Conventional Images. IEEE Transactions on Pattern Analysis and Machine Intelligence.

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