From 5ac22ea0693df4f7a7d60af8998d219a2ef945fc Mon Sep 17 00:00:00 2001 From: oneThousand1000 <3170104915@zju.edu.cn> Date: Tue, 15 Aug 2023 20:51:07 +0800 Subject: [PATCH] update --- _pages/about.md | 4 ++++ _pages/publications.md | 14 ++++++++++++++ _publications/iothopredictor.md | 22 ++++++++++++++++++++++ 3 files changed, 40 insertions(+) create mode 100644 _publications/iothopredictor.md diff --git a/_pages/about.md b/_pages/about.md index 93d9811e8cbd1..d3073c1283417 100644 --- a/_pages/about.md +++ b/_pages/about.md @@ -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. diff --git a/_pages/publications.md b/_pages/publications.md index 7453c00db8e99..ec4ebfe29cb17 100644 --- a/_pages/publications.md +++ b/_pages/publications.md @@ -19,6 +19,8 @@ author_profile: true {% endif %} {% endfor %} + + ## 2022 {% for post in site.publications reversed %} @@ -27,6 +29,8 @@ author_profile: true {% endif %} {% endfor %} + + ## 2021 {% for post in site.publications reversed %} @@ -34,3 +38,13 @@ author_profile: true {% include archive-single.html %} {% endif %} {% endfor %} + + + +## 2020 + +{% for post in site.publications reversed %} + {% if post.year == '2020' %} + {% include archive-single.html %} + {% endif %} +{% endfor %} diff --git a/_publications/iothopredictor.md b/_publications/iothopredictor.md new file mode 100644 index 0000000000000..239ecbc0ab025 --- /dev/null +++ b/_publications/iothopredictor.md @@ -0,0 +1,22 @@ +--- +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) + +Abstract: +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) \ No newline at end of file