Search Results for author: Zeyu Cai

Found 5 papers, 3 papers with code

MagicScroll: Nontypical Aspect-Ratio Image Generation for Visual Storytelling via Multi-Layered Semantic-Aware Denoising

no code implementations18 Dec 2023 Bingyuan Wang, Hengyu Meng, Zeyu Cai, Lanjiong Li, Yue Ma, Qifeng Chen, Zeyu Wang

Visual storytelling often uses nontypical aspect-ratio images like scroll paintings, comic strips, and panoramas to create an expressive and compelling narrative.

Denoising Image Generation +1

MLP-AMDC: An MLP Architecture for Adaptive-Mask-based Dual-Camera snapshot hyperspectral imaging

1 code implementation12 Oct 2023 Zeyu Cai, Can Zhang, Xunhao Chen, Shanghuan Liu, Chengqian Jin, Feipeng Da

In order to improve the inference speed of the reconstruction network, this paper proposes An MLP Architecture for Adaptive-Mask-based Dual-Camera (MLP-AMDC) to replace the transformer structure of the network.

DMDC: Dynamic-mask-based dual camera design for snapshot Hyperspectral Imaging

1 code implementation3 Aug 2023 Zeyu Cai, Chengqian Jin, Feipeng Da

First, the system learns the spatial feature distribution of the scene based on the RGB images, then instructs the SLM to encode each scene, and finally sends both RGB and CASSI images to the network for reconstruction.

SST-ReversibleNet: Reversible-prior-based Spectral-Spatial Transformer for Efficient Hyperspectral Image Reconstruction

1 code implementation6 May 2023 Zeyu Cai, Jian Yu, Ziyu Zhang, Chengqian Jin, Feipeng Da

The reconstruction subnet in the network then learns the mapping of the residuals to the true values to improve reconstruction accuracy.

Denoising Image Reconstruction

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