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oneThousand1000 committed Aug 15, 2023
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4 changes: 4 additions & 0 deletions _pages/about.md
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Expand Up @@ -62,3 +62,7 @@ I'm Yiqian Wu (吴奕谦), a second-year (2021-now) Ph.D. student in State Key L
ACM Trans. Graph. 40, 6, Article 217 (December 2021), 17 pages.

Qinjie Xiao, Hanyuan Zhang, Zhaorui Zhang, **Yiqian Wu**, Luyuan Wang, Xiaogang Jin, Xinwei Jiang, Yongliang Yang, Tianjia Shao, Kun Zhou.

## 2020

1.
14 changes: 14 additions & 0 deletions _pages/publications.md
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{% endif %}
{% endfor %}



## 2022

{% for post in site.publications reversed %}
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{% endif %}
{% endfor %}



## 2021

{% for post in site.publications reversed %}
{% if post.year == '2021' %}
{% include archive-single.html %}
{% endif %}
{% endfor %}



## 2020

{% for post in site.publications reversed %}
{% if post.year == '2020' %}
{% include archive-single.html %}
{% endif %}
{% endfor %}
22 changes: 22 additions & 0 deletions _publications/iothopredictor.md
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---
title: "iOrthoPredictor: Model-guided Deep Prediction of Teeth Alignment"
collection: publications
permalink: /publication/iothopredictor
excerpt: 'Lingchen Yang, Zefeng Shi, **Yiqian Wu**, Xiang Li, Kun Zhou, Hongbo Fu, Youyi Zheng.'
date: 2020-12-30
venue: 'ACM Transactions on Graphics (Proc. of Siggraph Asia 2020), 39(6), Article 216.'
paperurl: 'https://dl.acm.org/doi/10.1145/3414685.3417771'
citation: 'http://oneThousand1000.github.io/files/bibtex/iothopredictor.html'
year: '2020'
---
![iothopredictor](http://oneThousand1000.github.io/images/publications/iothopredictor.png)

<b>Abstract:</b>
In this paper, we present iOrthoPredictor, a novel system to visually predict teeth alignment in photographs. Our system takes a frontal face image of a patient with visible malpositioned teeth along with a corresponding 3D teeth model as input, and generates a facial image with aligned teeth, simulating a real orthodontic treatment effect. The key enabler of our method is an effective disentanglement of an explicit representation of the teeth geometry from the in-mouth appearance, where the accuracy of teeth geometry transformation is ensured by the 3D teeth model while the in-mouth appearance is modeled as a latent variable. The disentanglement enables us to achieve fine-scale geometry control over the alignment while retaining the original teeth appearance attributes and lighting conditions. The whole pipeline consists of three deep neural networks: a U-Net architecture to explicitly extract the 2D teeth silhouette maps representing the teeth geometry in the input photo, a novel multilayer perceptron (MLP) based network to predict the aligned 3D teeth model, and an encoder-decoder based generative model to synthesize the in-mouth appearance conditional on the original teeth appearance and the aligned teeth geometry. Extensive experimental results and a user study demonstrate that iOrthoPredictor is effective in qualitatively predicting teeth alignment, and applicable to the orthodontic industry.




[[pdf]](https://dl.acm.org/doi/10.1145/3414685.3417771)

Recommended citation: [[bibtex]](http://oneThousand1000.github.io/files/bibtex/iothopredictor.html)

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