Dr. Jingjing Chen

Pre-tenured Associate Professor
Department of Computer Science
Fudan University

chenjingjing.tjugmail.com
Room 316, Software Building, Zhangjiang Campus, Fudan University, Shanghai

Bio


Jingjing Chen is now a pre-tenured associate professor at the School of Computer Science, Fudan University. Before that, she was a postdoc research fellow at the School of Computing in National University of Singapore, working with Prof. Tat-Seng Chua. She received her Ph.D. degree in Computer Science from City University of Hong Kong in July 2018, supervised by Prof. Chong-Wah Ngo. She received her master degree from Tianjin University in 2014, supervied by Prof. Xiaochun Cao and got her Bachelor degree in Wuhan University of Technology, in 2011.

Her research interest lies in the areas of diet tracking and nutrition estimation based on multi-modal processing of food images. Currently, she is focusing on cross modal recipe retrieval.

Publication


Thesis
  • Cross-modal Cooking Recipe Retrieval pdf
Conference and Journal
  • Mixed-dish Recognition with Contextual Relation Networks
    Lixi Deng, Jingjing Chen, Xiangnan He, Qianru Sun, Sheng Tang, Zhaoyan Ming, Yongdong Zhang and Tat-Seng Chua
    ACM Multimedia (ACM MM), Nice, France, October, 2019.

  • DietLens-Eout: Large Scale Restaurant Food Photo Recognition pdf
    Zhipeng Wei, Jingjing Chen, Zhaoyan Ming, Chong-Wah NGO, Tat-Seng Chua and Fengfeng Zhou
    ICMR, Ottawa, Canada, June, 2019. (demo paper)

  • Mix-dish Recognition Through Multi-label Learning pdf
    Yunan Wang, Jingjing Chen, Chong-Wah NGO, Zhaoyan Ming, Tat-Seng Chua and Wanli Zuo
    Workshop on Multimedia for Cooking and Eating Activities (CEA), Ottawa, Canada, June, 2019.

  • R2GAN: Cross-modal Recipe Retrieval with Generative Adversarial Networks pdf
    Bin Zhu,Chong-Wah NGO, Jingjing Chen and Yanbin Hao
    CVPR, Long Beach, CA, USA, June, 2019.

  • Deep Understanding of Cooking Procedures for Cross-modal Recipe Retrieval pdf
    Jingjing Chen, Chong-Wah NGO, Fuli Feng and Tat-Seng Chua
    ACM Multimedia (ACM MM), Seoul, Korea, October, 2018.

  • Cross-modal Recipe Retrieval with Stacked Attention Model pdf
    Jingjing Chen, Lei Pang and Chong-Wah NGO
    Multimedia Tools and Applications, Volume 77, 2018.

  • Food Photo Recognition for Dietary Tracking: System and Experiment pdf
    Zhaoyan Ming, Jingjing Chen, Yu Cao, Ciaran Forde, Chong-Wah NGO and Tat-Seng Chua
    Multimedia Modeling (MMM), Bangkok, Thailand, January, 2018.

  • Cross-modal Recipe Retrieval with Rich Food Attributes pdf
    Jingjing Chen, Chong-Wah NGO and Tat-Seng Chua
    ACM Multimedia (ACM MM), Mountain View, CA, USA, October, 2017. (oral)

  • PIC2DISH: A Customized Cooking Assistant System pdf
    Yongsheng An, Yu Cao, Jingjing Chen, Chong-Wah Ngo, Jia Jia, Huanbo Luan and Tat-Seng Chua
    ACM Multimedia (ACM MM), Mountain View, CA, USA, October, 2017.

  • Cross-modal Recipe Retrieval: How to Cook This Dish? pdf
    Jingjing Chen, Lei Pang and Chong-Wah NGO
    International Conference on Multimedia Modeling(MMM), Reykjavi, Iceland, January, 2017. (Best Student Paper Award)

  • Deep-based Ingredient Recognition for Cooking Recipe Retrieval pdf
    Jingjing Chen and Chong-Wah Ngo
    ACM Multimedia (ACM MM), Amsterdam, Netherlands, October, 2016. (Best Student Paper Award)

  • Image aesthetics enhancement using composition-based saliency detection
    Handong Zhao, Jingjing Chen, Yahong Han and Xiaochun Cao
    Multimedia System, vol. 21, no. 2, pp. 159-168, 2015

  • VIREO@TRECVID 2014: Instance Search and Semantic Indexing pdf
    Wei Zhang, Hao Zhang, Ting Yao, Yijie Lu, Jingjing Chen and Chong-Wah NGO
    NIST TRECVID Workshop (TRECVID'14), Orlando, USA, November, 2014

  • Object Coding on the Semantic Graph for Scene Classification
    Jingjing Chen, Yahong Han, Xiaochun Cao and Qi Tian
    ACM Multimedia (ACM MM), Barcelona, Spain, October 2013.

  • Visual Saliency Detection Based on Photographic Composition
    Jingjing Chen, Handong Zhao, Yahong Han and Xiaochun Cao
    International Conference on Internet Multimedia Computing and Service (ICIMCS), huangshan, Anhui, China, August 2013. (Best Paper Honorable Mention)

  • Feature selection with Spatial Path Coding for Multimedia Analysis
    Yahong Han, Jingjing Chen and Xiaochun Cao
    Information Sciences, vol. 281, pp. 523-525, 2014

  • Object clique representation for scene classification
    Jingjing Chen, Xiaochun Cao and Bao Zhang
    International Conference on Pattern Recognition (ICPR), Tsukuba, Japan, November, 2012.



Download


VIREO Food-172 dataset
  • VIREO-Food 172 contains 110,241 food images from 172 categories, and most of the categories are popular chinese dishes. Each image has been manully labeled with ingredient labels, and it contains 353 ingredients for this dataset in total. For more statistics of our dataset, please see our ACM MM 2016 paper.