Search Results for author: Xu Yin

Found 4 papers, 2 papers with code

Holistic Inverse Rendering of Complex Facade via Aerial 3D Scanning

no code implementations20 Nov 2023 Zixuan Xie, Rengan Xie, Rong Li, Kai Huang, Pengju Qiao, Jingsen Zhu, Xu Yin, Qi Ye, Wei Hua, Yuchi Huo, Hujun Bao

In this work, we use multi-view aerial images to reconstruct the geometry, lighting, and material of facades using neural signed distance fields (SDFs).

Benchmarking Inverse Rendering +2

Contour-Aware Equipotential Learning for Semantic Segmentation

1 code implementation1 Oct 2022 Xu Yin, Dongbo Min, Yuchi Huo, Sung-Eui Yoon

This novel module transfers the predicted/ground-truth semantic labels to a self-defined potential domain to learn and infer decision boundaries along customized directions.

regression Segmentation +1

Understanding and Improving Group Normalization

1 code implementation5 Jul 2022 Agus Gunawan, Xu Yin, Kang Zhang

Various normalization layers have been proposed to help the training of neural networks.

Image Classification

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