no code implementations • 15 Nov 2019 • Shaoyong Jia, Xin Shu, Yang Yang, Dawei Liang, Qiyue Liu, Junhui Liu
On the contrary, we can easily collect data with machine-generated labels.
no code implementations • 25 Oct 2022 • Xin Shu, Mengxuan Niu, Yi Zhang, Renjie Zhou
Single neural networks have achieved simultaneous phase retrieval with aberration compensation and phase unwrapping in off-axis Quantitative Phase Imaging (QPI).
no code implementations • 17 Apr 2023 • Vibhoothi, Daniel Joseph Ringis, Xin Shu, François Pitié, Zsolt Lorincz, Philippe Brodeur, Anil Kokaram
Cloud-based deployment of content production and broadcast workflows has continued to disrupt the industry after the pandemic.
no code implementations • 22 Jul 2023 • Guangyuan Zhao, Xin Shu
We propose a model-free optimization (MFO) method based on a score gradient estimation algorithm for computationally efficient in situ training of optical computing systems.
no code implementations • 30 Aug 2023 • Yukun Su, Ruizhou Sun, Xin Shu, Yu Zhang, Qingyao Wu
Multi-Object Tracking (MOT) is a crucial computer vision task that aims to predict the bounding boxes and identities of objects simultaneously.