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

Git Project

Kholoud AlGhamdi, Miaojing Shi, Elena Simperl

Learning to Recommend Items to Wikidata Editors

International Semantic Web Conference (ISWC), 2021

Git Project

Yanlin Qian, Miaojing Shi, Joni-Kristian Kämäräinen, Jiri Matas

Fast Fourier Intrinsic Network

IEEE Winter Conf. on Applications of Computer Vision (WACV). 2021

arXiv Preprint Supplementary

Suresh Kirthi Kumaraswamy, Miaojing Shi, Ewa Kijak

Detecting Human-Object Interaction with Mixed Supervision

IEEE Winter Conf. on Applications of Computer Vision (WACV). 2021

arXiv Preprint

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

arXiv Preprint Git Project

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)

arXiv Preprint Git Project


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)

arXiv Preprint

Zhen Zhao*, Miaojing Shi*, Xiaoxiao Zhao, Li Li (*Co-first author)

Active crowd counting with limited supervision

European Conference on Computer Vision (ECCV), 2020.

arXiv Preprint Supplementary

Shugang Li, Xuewei Song, hanyu Lu, Linyi Zeng, Miaojing Shi.

Friend recommendation for cross marketing in online brand community based on intelligent attention allocation link prediction algorithm

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)

arXiv Preprint

Miaojing Shi, Zhaohui Yang, Chao Xu, Qijun Chen.

Revisiting Perspective Information for Efficient Crowd Counting.

IEEE Computer Vision and Pattern Recognition (CVPR), 2019.

arXiv Preprint

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

arXiv Preprint Git Project

2017

Miaojing Shi, Holger Caesar, Vittorio Ferrari.

Weakly Supervised Object Localization Using Things and Stuff Transfer

International Conference on Computer Vision (ICCV), 2017.

arXiv Preprint Supplementary

2016

Miaojing Shi, Vittorio Ferrari.

Weakly Supervised Object Localization Using Size Estimates

European Conference on Computer Vision (ECCV), 2016.

arXiv Preprint

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

Extended Version

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)

CODE DATA

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.

CODE DATA

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.

A selective biogeography-based optimizer considering resource allocation for large-scale global optimization

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.

史淼晶,徐蕊鑫,许超

基于概率预测的视觉词语产生算法

中国图像与图形报, 18(6), 2013

李国正,史淼晶,李福凤,王忆勤

舌体图像分割技术的实验实验分析与改进

山东大学学报(工学版), 40(5), 87-95, 2010

史淼晶,徐蕊鑫,许超

基于视觉词语共生性的图像检索算法

北京大学, 专利号:201210199158.7, 2012