Publications
For most recent publications, please check from the VisCom group webpage.
2021
Zhaohui Yang, Miaojing Shi, Chao Xu, Vittorio Ferrari, Yannis Avrithis
Training Object Detectors from Few Weakly-Labeled and Many Unlabeled Images
Pattern Recognition (PR), 120 (108164), 2021
Kholoud AlGhamdi, Miaojing Shi, Elena Simperl
Learning to Recommend Items to Wikidata Editors
International Semantic Web Conference (ISWC), 2021
Yanlin Qian, Miaojing Shi, Joni-Kristian Kämäräinen, Jiri Matas
Fast Fourier Intrinsic Network
IEEE Winter Conf. on Applications of Computer Vision (WACV). 2021
Suresh Kirthi Kumaraswamy, Miaojing Shi, Ewa Kijak
Detecting Human-Object Interaction with Mixed Supervision
IEEE Winter Conf. on Applications of Computer Vision (WACV). 2021
2020
Yukuan Yang, Fangyun Wei, Miaojing Shi, Guoqi Li
Restoring Negative Information in Few-Shot Object Detection
International Conference on Neural Information Processing Systems (NeurIPS), 2020
Wenqing Liu*, Miaojing Shi*, Teddy Furon, Li Li (*Co-first author)
Defending Adversarial Examples via DNN Bottleneck Reinforcement
ACM International Conference on Multimedia (ACM MM), 2020 (Full Paper)
Yuting Liu, Zheng Wang, Miaojing Shi, Shin'ichi Satoh, Qijun Zhao, Hongyu Yang
Towards Unsupervised Crowd Counting via Regression-Detection Bi-knowledge Transfer
ACM International Conference on Multimedia (ACM MM), 2020 (Full Paper, Oral)
Zhen Zhao*, Miaojing Shi*, Xiaoxiao Zhao, Li Li (*Co-first author)
Active crowd counting with limited supervision
European Conference on Computer Vision (ECCV), 2020.
Shugang Li, Xuewei Song, hanyu Lu, Linyi Zeng, Miaojing Shi.
Expert Systems With Applications (ESWA), 2020
2019
Yuting Liu, Miaojing Shi, Qijun Zhao, Xiaofang Wang.
Point in, Box out: Beyond Counting Persons in Crowds.
IEEE Computer Vision and Pattern Recognition (CVPR), 2019. (Oral)
Miaojing Shi, Zhaohui Yang, Chao Xu, Qijun Chen.
Revisiting Perspective Information for Efficient Crowd Counting.
IEEE Computer Vision and Pattern Recognition (CVPR), 2019.
2018
Lu Zhang*, Miaojing Shi*, Qiaobo Chen (*Co-firs author).
Crowd Counting via Scale-Adaptive Convolutional Neural Network
IEEE Winter Conf. on Applications of Computer Vision (WACV). 2018
2017
Miaojing Shi, Holger Caesar, Vittorio Ferrari.
Weakly Supervised Object Localization Using Things and Stuff Transfer
International Conference on Computer Vision (ICCV), 2017.
2016
Miaojing Shi, Vittorio Ferrari.
Weakly Supervised Object Localization Using Size Estimates
European Conference on Computer Vision (ECCV), 2016.
Yunhe Wang, Miaojing Shi, Shan You, Chao Xu.
DCT-Inspired Feature Transform for Image Retrieval and Reconstruction
IEEE Transactions on Image Processing (TIP).25(9), 4406-4420, 2016.
2015
Miaojing Shi, Yannis Avrithis, Hervé Jégou.
Early burst detection for memory-efficient image retrieval
IEEE Computer Vision and Pattern Recognition (CVPR), 2015
Li Weng, I-Hong Jhuo, Miaojing Shi, Meng Sun, Wen-Huang Cheng, Laurent Amsaleg.
Supervised Multi-scale Locality Sensitive Hashing
ACM International Conference on Multimedia Retrieval (ICMR) , 2015
Yuan Gao*, Miaojing Shi*, Dacheng Tao, Chao Xu (*Co-first author)
Database Saliency for Fast Image Retrieval
IEEE Transactions on Multimedia (TMM), 17(3), 359-369, 2015.
Miaojing Shi, Xinghai Sun, Dacheng Tao, Chao Xu, George Baciu, Hong Liu.
Exploring Spatial Correlation for Visual Object Retrieval
ACM Transactions on Intelligent Systems and Technology (TIST), 6(2),00-22, 2015
2014
Miaojing Shi, Teddy Furon, Hervé Jégou.
A group testing framework for similarity search in high-dimensional spaces
ACM Multimedia (ACM MM), 2014. (Full paper, Oral)
Chao Xu, Yuan Gao, Miaojing Shi.
Saliency oriented object image re-ranking
IEEE Electronics Circuits and Systems (ICECS) , 2014
Miaojing Shi, GZ. Li, Fufeng Li, Chao Xu.
Computerized Tongue Image Segmentation via Double Geo-Vector Flow
BMC Chinese Medicine, 9:7 2014.
2013
Miaojing Shi, Ruixin Xu, Dacheng Tao, Chao Xu.
W-tree Indexing for Fast Visual Word Generation
IEEE Transactions on Image Processing (TIP), 22(3), 1209-1222. 2013.
Miaojing Shi, GZ. Li, Fufeng Li.
C2G2FSnake: Automatic Tongue image segmentation utilizing prior knowledge
SCIENCE CHINA: Information Science, 1-14, 2013.
2012
Miaojing Shi, Xinghai Sun, Dacheng Tao, Chao Xu.
Exploiting Visual Word Co-occurrence for Image Retrieval
ACM Multimedia (ACM MM), 2012. (Full paper, Oral)
Miaojing Shi, GZ. Li, Fufeng Li, Chao Xu.
A Novel Tongue Image Segmentation Approach via Double Geodesic Flow
IEEE Computer Science& Education (ICCSE) ,2012
2011
Ruixin Xu, Miaojing Shi, Bo Geng, Chao Xu.
Fast Visual Word Quantization via Spatial Neighborhood Boosting
IEEE Multimedia and Expo (ICME), 2011.
Other papers/patents
Mark Mulligan, Caitlin Douglas, Arnout Van Soesbergen, Miaojing Shi, et al.
Environmental Intelligence for more Sustainable Infrastructure Investment
Proceedings of the Conference on Information Technology for Social Good, 2021.
Meiji Cui, Li Li, Miaojing Shi.
Computational Intelligence and Neuroscience, 2019.
Nannan Cai, Shugang Li, Zhaoxu Yu, Miaojing Shi.
Select the potential brand spokesperson on social network based on the smart link prediction
Journal of Intelligent & Fuzzy Systems, 2019.
Yan Liu, Xiaoping Zou, Miaojing Shi, Guangtao Zhuang.
Intelligent Parking Guidance System Based on Wireless Sensor Network
International Conference on Cloud Computing and Intelligence Systems, 2012.
Yunhe Wang, Miaojing Shi, Yuan Gao, Chao Xu.
Visual words refining exploiting spatial co-occurrence table
Global High Tech Congress on Electronics (GHTCE), 2013.