Xiaohui Wang

Xiaohui Wang (王晓慧)

I am a Ph.D. candidate at Department of Computer Science and Technology in Tsinghua University, China. I received my B.S. degree from Computer Science and Technology, Beijing Jiaotong University, in 2009.

My research interests include: affective computing of images, image processing, pattern recognition, computer vision.

My contact info:
Email: wangxh09@mails.tsinghua.edu.cn
Address: FIT Building 3-522, Tsinghua University, Beijing, P.R. China, P.C.:100084

Publications
 

Interpretable Aesthetic Features for Affective Image Classification

Xiaohui Wang, Jia Jia, Jiaming Yin, Lianhong Cai
IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, Sep. 15-18, 2013, pp. 3230-3234.

[paper]   [demo]   [bibtex]

Understanding the Emotional Impact of Images

Xiaohui Wang, Jia Jia, Peiyun Hu, Sen Wu, Jie Tang, Lianhong Cai
ACM Multimedia 2012, Nara, Japan, Oct. 29 - Nov. 2, 2012, pp. 1369-1370. (ACM Multimedia Grand Challenge 2nd Prize, 2012)

[project page]   [paper]   [video]   [ppt]   [bibtex]

Affective image adjustment with a single word

Xiaohui Wang, Jia Jia, Cai Lianhong
The Visual Computer, 2013, V29(11): 1121-1133, DOI: 10.1007/s00371-012-0755-3.

[project page]   [paper]   [supplemental]   [bibtex]

Affective Image Colorization

Xiao-Hui Wang (王晓慧), Jia Jia (贾珈), Han-Yu Liao (廖捍宇), and Lian-Hong Cai (蔡莲红).
Journal of Computer Science and Technology, 2012,V27(6): 1119-1128, DOI: 10.1007/s11390-012-1290-4.

[paper]   [bibtex]

Image colorization with an affective word
Xiaohui Wang, Jia Jia, Hanyu Liao, Lianhong Cai.
Computational Visual Media Conference'12, Beijing, China, November 8-10, 2012, LNCS, vol. 7633, pp. 51-58, 2012. [paper]   [ppt]   [bibtex]

Modeling the Relationship between Texture Semantics and Textile Images

Xiaohui Wang, Jia Jia, Yongxin Wang, Lianhong Cai.
Research Journal of Applied Sciences, Engineering and Technology, Vol. 3, No. 9, pp: 977-985, 2011.9. (EI:20114914580935)

[paper]   [bibtex]

Image Search by Modality Analysis: A Study of Color Semantics

Xiaohui Wang, Jia Jia, Yongxin Wang, Jiaming Yin, Lianhong Cai.
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2011), Xi'an, China, October 18-21, 2011, pp. 652-660. (EI:20124015499668)

[paper]   [bibtex]

基于小波图像融合的表情细节合成

王晓慧, 贾珈, 蔡莲红.
计算机研究与发展. 2013年第2期, pp. 387-393.

[paper]   [bibtex]

语义脸像的分析与生成

王晓慧, 张申, 贾珈, 蔡莲红.
第五届和谐人机环境联合学术会议(HHME2009), 中国陕西西安, 10月29日, 2009, pp.253-258.

[paper]   [bibtex]

Can We Understand van Gogh’s Mood? Learning to Infer Affects from Images in Social Networks. Jia Jia, Sen Wu, Xiaohui Wang, Peiyun Hu, Lianhong Cai and Jie Tang. ACM Multimedia 2012, Nara, Japan, Oct. 29 - Nov. 2, 2012. [paper]   [bibtex]

Modeling the Correlation between Modality Semantics and Facial Expressions. Jia Jia, Xiaohui Wang, Zhiyong Wu, Lianhong Cai and Helen Meng. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2012), Hollywood, California, Dec 3-6, 2012. [paper]   [bibtex]

基于语义维度的人脸表情生成. 张申, 贾珈, 王晓慧, 蔡莲红. 清华大学学报( 自然科学版),Vol.51, No.1, pp.80-84,2011. (EI: 20111113755335) [paper]   [bibtex]

汉语词汇情态语义的分析与标注. 张申, 贾珈, 王晓慧, 蔡莲红. 第十一届汉语词汇语义学研讨会(CLSW2010),中国江苏 ,2010年5月21-23日. [paper]   [bibtex]

基于B/S模式的3D双语虚拟说话人的研究与实现. 林会杰, 贾珈, 王晓慧, 蔡莲红. 第七届和谐人机环境联合学术会议(HHME2011), 北京, 中国, 9月17日, 2011. [paper]   [bibtex]

Projects

iPad App: Emotion Modifier

Modify the color composition of an image or photo to meet your expected emotional effect. Your image/photo can have more than 180 different kinds of aesthetical/affective effects, such as “romantic, elegant, clear, modern, antique, and so on”. Your input can be just an emotional word or a reference image. Try it free! Then you will satisfy with “the new image/photo”.

[Download]   [App store]

Emotion Guided Image Gallery

The image gallery contains about 10,000 images organized according to interpretable aesthetic features, including 3-color theme, 5-color theme, color pattern, shape and composition. And the users can explore by individual aesthetic types. Because these aspects directly relate to emotions, the gallery is called emotion guided. The gallery can provide inspirations to creators of paintings and graphic design. If combined with various image search techniques, it can be much more useful to art design.

[Link]  [demo]

Awards

  ACM Multimedia Grand Challenge 2nd Prize, 2012.

Source code

Notice: Please cite our paper if you use any part of our source code in your research.

 Color theme database

This databse contains more than 40,000 5-color themes, each of which has a coordinate in the image-scale space with two dimensions warm-cool and hard-soft. These 5-color themes are collected from "Art of Color Combinations" (490 themes) and Adobe Kuler (44,986 themes, kuler.adobe.com). This database is part of the database in the paper "Affective image adjustment with a single word".

 Affective words

The affective words are for my paper "Affective image adjustment with a single word" in The Visual Computer, which contain 180 English words and corresponding coordinates in the image-scale space.