Search Results for author: Xin Shu

Found 5 papers, 0 papers with code

NAS-PRNet: Neural Architecture Search generated Phase Retrieval Net for Off-axis Quantitative Phase Imaging

no code implementations25 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).

Neural Architecture Search Retrieval

Filling the gaps in video transcoder deployment in the cloud

no code implementations17 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.

High-performance real-world optical computing trained by in situ model-free optimization

no code implementations22 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.

Occlusion-Aware Detection and Re-ID Calibrated Network for Multi-Object Tracking

no code implementations30 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.

Multi-Object Tracking Object

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