纪荣嵘

厦门大学 教授,博士生导师

信息科学与技术学院 院长助理

智能多媒体技术实验室 主任

地址:厦门大学海韵校区 行政C楼#606B 邮编:361005

电子邮件:rrji@xmu.edu.cn 或 jirongrong@gmail.com ← 最佳联系方式

硕士、博士、博士后(智能科学与技术专业、计算机科学与技术专业)招生中 (招生说明)


 

概述: H指数29, I10指数75, 论文被引用次数3700余次, *通讯作者 (谷歌学术搜索)

2017

  • Rongrong Ji, Hong Liu, Liujuan Cao, Di Liu, Yongjian Wu, and Feiyue Huang.
    Towards Optimal Manifold Hashing via Discrete Locally Linear Embedding. [pdf] [bibtex]
    IEEE Transaction on Image Processing. (TIP).
    
    @inproceedings{TIP: 17,
     Author={Rongrong Ji, Hong Liu, Liujuan Cao, Di Liu, Yongjian Wu, and Feiyue Huang},
    Title={Towards Optimal Manifold Hashing via Discrete Locally Linear Embedding},
    Booktitle={ IEEE Transaction on Image Processing},
    Year={2017}, Accept}
                                            
                                            
  • Mingliang Xu, Jiejie Zhu, Pei Lv, Bing Zhou, Marshall Tappen, and Rongrong Ji*.
    Learning-based Shadow Recognition and Removal from Monochromatic Natural Images. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    @inproceedings{TIP: 16,
     Author={Mingliang Xu, Jiejie Zhu, Pei Lv, Bing Zhou, Marshall Tappen, and Rongrong Ji},
    Title={Learning-based Shadow Recognition and Removal from Monochromatic Natural Images},
    Booktitle={IEEE Transactions on Image Processing},
    Year={2017}, Accept}
    
    
  • Siyu Huang, Xi Li, Fei Wu, Shenghua Gao, Rongrong ji.
    Body Structure Aware Deep Crowd Counting [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    @inproceedings{TIP: 17,
     Author={Siyu Huang, Xi Li, Fei Wu, Shenghua Gao, Rongrong ji},
    Title={Body Structure Aware Deep Crowd Counting},
    Booktitle={IEEE Transactions on Image Processing},
    Year={2017}, Accept}
    
    
  • Fuhai Chen, Rongrong Ji*, Jinsong Su, Donglin Cao, and Yue Gao.
    Predicting Microblog Sentiments via Weakly Supervised Multi-Modal Deep Learning. [pdf] [bibtex]
    IEEE Transactions on Multimedia. (TMM).
    
    @inproceedings{TMM: 17,
     Author={Fuhai Chen, Rongrong Ji*, Jinsong Su, Donglin Cao, and Yue Gao},
    Title={Predicting Microblog Sentiments via Weakly Supervised Multi-Modal Deep Learning},
    Booktitle={IEEE Transactions on Multimedia},
    Year={2017}, Accept}
                                            
                                            
  • Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Guiguang Ding
    Continuous Probability Distribution Prediction of Image Emotions via MultitaskShared Sparse Regression. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    @inproceedings{TMM: 17,
     Author={Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Guiguang Ding},
    Title={Continuous Probability Distribution Prediction of Image Emotions via MultitaskShared Sparse Regression.},
    Booktitle={IEEE Transactions on Multimedia},
    Year={2017}, Accept}
                                            
                                            
  • YuzhenNiu, Haifeng Zhang, WenzhongGuo, Rongrong Ji.
    Image quality assessment for color correction based on color contrast similarity and color value difference. [pdf] [bibtex]
    IEEE Transactions on Circuits and Systems for Video Technology (CSVT).
    
    @inproceedings{CSVT: 17,
     Author={YuzhenNiu, Haifeng Zhang, WenzhongGuo, Rongrong Ji.},
    Title={Image quality assessment for color correction based on color contrast similarity and color value difference},
    Booktitle={IEEE Transactions on Circuits and Systems for Video Technology},
    Year={2017}, Accept}
                                            
                                            
  • Liujuan Cao, Feng Luo, Li Chen, Yihan Sheng, Haibin Wang, Cheng Wang, Rongrong Ji*.
    Weakly supervised vehicle detection in satellite images via multi-instance discriminative learning. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    @inproceedings{PR: 17,
     Author={Liujuan Cao, Feng Luo, Li Chen, Yihan Sheng, Haibin Wang, Cheng Wang, Rongrong Ji*},
    Title={Weakly supervised vehicle detection in satellite images via multi-instance discriminative learning},
    Booktitle={Pattern Recognition},
    Year={2017}, Accept}
                                            
                                            
  • Baochang Zhang, Zhigang Li, Xianbin Cao, Qixiang Ye, ChenChen, Linlin Shen, AlessandroPerina, Rongrong Ji.
    Output Constraint Transfer for Kernelized Correlation Filter in Tracking. [pdf] [bibtex]
    IEEE Transactions on Systems, Man, and Cybernetics: Systems (SMC).
    
    @inproceedings{SMC: 17,
     Author={Baochang Zhang, Zhigang Li, Xianbin Cao, Qixiang Ye, ChenChen, Linlin Shen, AlessandroPerina, Rongrong Ji},
    Title={Output Constraint Transfer for Kernelized Correlation Filter in Tracking},
    Booktitle={IEEE Transactions on Systems, Man, and Cybernetics: Systems},
    Year={2017}, Accept}
                                            
                                            
  • Yiyi Zhou, Rongrong Ji, Jinsong Su, Yongjian Wu, Yunsheng Wu.
    More Than An Answer: Neural Pivot Network for Visual Question Answering. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    @inproceedings{ACM: 17,
     Author={Yiyi Zhou, Rongrong Ji, Jinsong Su, Yongjian Wu, Yunsheng Wu},
    Title={More Than An Answer: Neural Pivot Network for Visual Question Answering},
    Booktitle={ACM Multimedia},
    Year={2017}, Accept}
                                            
                                            
  • Fuhai Chen, Rongrong Ji, Jinsong Su, Yongjian Wu, Yunsheng Wu
    StructCap: Structured Semantic Embedding for Image Captioning. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    @inproceedings{ACM: 17,
     Author={Fuhai Chen, Rongrong Ji, Jinsong Su, Yongjian Wu, Yunsheng Wu},
    Title={StructCap: Structured Semantic Embedding for Image Captioning},
    Booktitle={ACM Multimedia},
    Year={2017}, Accept}
                                            
                                            
  • Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang and Baochang Zhang
    Cross-Modality Binary Code Learning via Fusion Similarity Hashing. [pdf] [bibtex]
    IEEE Conference on Computer Vision and Pattern Recognition(CVPR).
    
    @inproceedings{CVPR: 17,
     Author={Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang and Baochang Zhang},
    Title={Cross-Modality Binary Code Learning via Fusion Similarity Hashing.},
    Booktitle={IEEE Conference on Computer Vision and Pattern Recognition},
    Year={2017}, Accept}
                                            
                                            
  • Hong Liu, Rongrong Ji, Yongjian Wu and Feiyue Huang
    Ordinal Constrained Binary Code Learning for Nearest Neighbor Search. [pdf] [bibtex] [code]
    Thirty-First AAAI Conference on Artificial Intelligence(AAAI).
    
    @inproceedings{AAAI: 17,
     Author={Hong Liu, Rongrong Ji, Yongjian Wu and Feiyue Huang},
    Title={Ordinal Constrained Binary Code Learning for Nearest Neighbor Search.},
    Booktitle={Thirty-First AAAI Conference on Artificial Intelligence},
    Year={2017}, Accept}
                                            
                                            
  • Shaohui Lin, Rongrong Ji, Chao Chen and Feiyue Huang
    ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial & Channel Redundancy. [pdf] [bibtex]
    Thirty-First AAAI Conference on Artificial Intelligence (AAAI).
    
    @inproceedings{AAAI: 17,
     Author={Shaohui Lin, Rongrong Ji, Chao Chen and Feiyue Huang},
    Title={ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial & Channel Redundancy},
    Booktitle={Thirty-First AAAI Conference on Artificial Intelligence},
    Year={2017}, Accept}
                                            
                                            
  • Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi and Yang Liu.
    Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation [pdf] [bibtex]
    Thirty-First AAAI Conference on Artificial Intelligence (AAAI).
    
    @inproceedings{AAAI: 17,
     Author={Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi and Yang Liu.},
    Title={Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation},
    Booktitle={Thirty-First AAAI Conference on Artificial Intelligence},
    Year={2017}, Accept}
                                            
                                            

2016

  • Baochang Zhang, Alessandro Perina, Zhigang Li, Vittorio Murino, Jianzhuang Liu, Rongrong Ji*.
    Bounding Multiple Gaussians Uncertainty with Application to Object Tracking. [pdf] [bibtex]
    International Journal of Computer Vision (IJCV).
    
    @inproceedings{IJCV: Tracking,
     Author={Baochang Zhang, Alessandro Perina, Zhigang Li, Vittorio Murino, Jianzhuang Liu, Rongrong Ji},
    Title={Bounding Multiple Gaussians Uncertainty with Application to Object Tracking},
    Booktitle={International Journal of Computer Vision},
    Year={2016}, DOI: 10.1007/s11263-016-0880-y}
    
    
  • Rongrong Ji, Liujuan Cao, Yan Wang.
    Joint Depth and Semantic Inference from a Single Image via Elastic Conditional Random Field. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    @inproceedings{PR: 16,
     Author={Rongrong Ji, Liujuan Cao, Yan Wang},
    Title={Joint Depth and Semantic Inference from a Single Image via Elastic Conditional Random Field},
    Booktitle={Pattern Recognition},
    Year={2016}, Accept}
    
    
  • Luming Zhang, Richang Hong, Yue Gao, Rongrong Ji, Qionghai Dai, and Xuelong Li.
    Image Categorization by Learning a Propagated Graphlet Path. [pdf] [bibtex]
    IEEE Transactions on Neural Networks and Learning Systems (TNN).
    
    @inproceedings{TNNLS: 16,
     Author={Luming Zhang, Richang Hong, Yue Gao, Rongrong Ji, Qionghai Dai, and Xuelong Li},
    Title={Image Categorization by Learning a Propagated Graphlet Path},
    Booktitle={IEEE Transactions on Neural Networks and Learning Systems},
    Year={2016}, Accept}
    
    
  • Yanhao Zhang, Lei Qin, Rongrong Ji, Hongxun Yao, and Qingming Huang.
    Social Attribute-aware Force Model: Exploiting Richness of Interaction for Abnormal Crowd Detection. [pdf] [bibtex]
    IEEE Transactions on Circuits and Systems for Video Technology (CSVT).
    
    @inproceedings{CSVT: 16,
     Author={Yanhao Zhang, Lei Qin, Rongrong Ji, Hongxun Yao, and Qingming Huang},
    Title={Social Attribute-aware Force Model: Exploiting Richness of Interaction for Abnormal Crowd Detection},
    Booktitle={IEEE Transactions on Circuits and Systems for Video Technology},
    Year={2016}, Accept}
    
    
  • Yan Zhang, Rongrong Ji, Xiaopeng Fan, Yan Wang, Feng Guo, Yue Gao, and Debin Zhao.
    Search-based Depth Estimation via Coupled Dictionary Learning with Large-Margin Structure Inference. [pdf] [bibtex]
    European Conference on Computer Vision (ECCV).
    
    @inproceedings{ECCV: 16,
     Author={Yan Zhang, Rongrong Ji, Xiaopeng Fan, Yan Wang,  Feng Guo, Yue Gao, and Debin Zhao},
    Title={Search-based Depth Estimation via Coupled Dictionary Learning with Large-Margin Structure Inference},
    Booktitle={European Conference on Computer Vision},
    Year={2016}, Accept}
    
    
  • Hong Liu, Rongrong Ji, Yongjian Wu, and Gang Hua.
    Supervised Matrix Factorization for Cross-Modality Hashing. [pdf] [bibtex] [code]
    Twitten-fifth International Joint Conference on Artificial Intelligence (IJCAI).
    
    @inproceedings{IJCAI: a,
     Author={Hong Liu, Rongrong Ji, Yongjian Wu, and Gang Hua},
    Title={Supervised Matrix Factorization for Cross-Modality Hashing},
    Booktitle={Twitten-fifth International Joint Conference on Artificial Intelligence},
    Year={2016}, Accept}
    
    
  • Shaohui Lin, Rongrong Ji, Yongjian Wu, and Xuelong Li.
    Towards Convolutional Neural Networks Compressing via Global Error Reconstruction. [pdf] [bibtex]
    Twitten-fifth International Joint Conference on Artificial Intelligence (IJCAI).
    
    @inproceedings{IJCAI: b,
     Author={Shaohui Lin, Rongrong Ji, Yongjian Wu, and Xuelong Li},
    Title={Towards Convolutional Neural Networks Compressing via Global Error Reconstruction},
    Booktitle={Twitten-fifth International Joint Conference on Artificial Intelligence},
    Year={2016}, Accept}
    
    
  • Hong Liu, Rongrong Ji, Yongjian Wu, and Wei Liu.
    Towards Optimal Binary Code Learning via Ordinal Embedding. [pdf] [bibtex] [code]
    Thirtieth AAAI Conference on Artificial Intelligence (AAAI).
    
    @inproceedings{AAAI: a,
     Author={Hong Liu, Rongrong Ji, Yongjian Wu, and Wei Liu},
    Title={Towards Optimal Binary Code Learning via Ordinal Embedding},
    Booktitle={Thirtieth AAAI Conference on Artificial Intelligence},
    Year={2016}, Vol={27},No={3},pp={674-685}}
    
    
  • Liujuan Cao, Rongrong Ji, Cheng Wang, and Jonathan Li.
    Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer. [pdf] [bibtex]
    Thirtieth AAAI Conference on Artificial Intelligence (AAAI).
    
    @inproceedings{AAAI: b,
     Author={Liujuan Cao, Rongrong Ji, Cheng Wang, and Jonathan Li},
    Title={Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer},
    Booktitle={Thirtieth AAAI Conference on Artificial Intelligence},
    Year={2016}, Accept}
    
    
  • Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Wenlong Xie, Xiaolei Jiang, and Tat-Seng Chua.
    Predicting Personalized Emotion Perceptions of Social Images. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    @inproceedings{MM: 16,
     Author={Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Wenlong Xie, Xiaolei Jiang, and Tat-Seng Chua},
    Title={Predicting Personalized Emotion Perceptions of Social Images},
    Booktitle={ACM Multimedia},
    Year={2016}, Accept}
    
    

2015:

  • Rongrong Ji, Yue Gao, Wei Liu, Xing Xie, Qi Tian, Xuelong Li.
    When Location Meets Social Multimedia: A Comprehensive Survey on Location-Aware Social Multimedia. [pdf] [bibtex]
    ACM Transactions on Intelligent System and Technology (TIST).
    
    @inproceedings{TIST: Review,
     Author={Rongrong Ji, Yue Gao, Wei Liu, Xing Xie, Qi Tian, Xuelong Li},
    Title={When Location Meets Social Multimedia: A Comprehensive Survey on Recognition and Mining of Location-Aware Social Multimedia},
    Booktitle={ACM Transactions on Intelligent System and Technology},
    Year={2015},Vol={6},No={1},pp={1-18}}
    
    
  • Luming Zhang, Rongrong Ji*, Yingjie Xia, Ying Zhang, Xuelong Li.
    Learning a Probabilistic Topology Discovering Model for Scene Categorization. [pdf] [bibtex]
    IEEE Transactions on Neural Networks and Learning Systems (TNN).
    
    @inproceedings{TNN,
     Author={Luming Zhang, Rongrong Ji, Yingjie Xia, Ying Zhang, Xuelong Li},
    Title={Learning a Probabilistic Topology Discovering Model for Scene Categorization},
    Booktitle={IEEE Transactions on Neural Networks and Learning Systems},
    Year={2015},Vol={26},No={8},pp={1622-1634}}
    
    
  • Xian-Ming Liu, Rongrong Ji, Changhu Wang, Wei Liu, Bineng Zhong, Thomas Huang.
    Understanding Image Structure via Hierarchical Shape Parsing. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    @inproceedings{cvpr: shape,
     Author={ Xian-Ming Liu, Rongrong Ji, Changhu Wang, Wei Liu, Bineng Zhong, Thomas Huang},
    Title={Understanding Image Structure via Hierarchical Shape Parsing},
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    Year={2015}}
    
    
  • Wei Liu, Rongrong Ji, Shaozi Li.
    Towards 3D Object Detection With Bimodal Deep Boltzmann Machines Over RGBD Imagery. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    @inproceedings{cvpr: pointcloud,
     Author={ Wei Liu, Rongrong Ji, Shaozi Li},
    Title={Understanding Image Structure via Hierarchical Shape Parsing},
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    Year={2015}}
    
    
  • Dongjin Song, Wei Liu, Rongrong Ji, David Meyer, John Smith.
    Top Rank Supervised Binary Coding for Visual Search. [pdf] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    @inproceedings{iccv15,
     Author={ Dongjin Song, Wei Liu, Rongrong Ji, David Meyer, John Smith},
    Title={Top Rank Supervised Binary Coding for Visual Search},
    Booktitle={IEEE International Conference on Computer Vision},
    Year={2015}}
    
    
  • Ling Cai, Rongrong Ji, Wei Liu, Gang Hua.
    Modeling Inter- and Intra-Part Deformations for Object Structure Parsing. [pdf] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).
    
    @inproceedings{ijcai: parsing,
     Author={ Ling Cai, Rongrong Ji, Wei Liu, Gang Hua},
    Title={Modeling Inter- and Intra-Part Deformations for Object Structure Parsing},
    Booktitle={International Joint Conference on Artificial Intelligence},
    Year={2015}}
    
    
  • Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang.
    Low-Rank Similarity Metric Learning in High Dimensions. [pdf] [bibtex]
    AAAI Conference on Artificial Intelligence (AAAI).
    
    @inproceedings{aaai: lowrank,
     Author={ Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang},
    Title={Low-Rank Similarity Metric Learning in High Dimensions},
    Booktitle={AAAI Conference on Artificial Intelligence},
    Year={2015}}
    
    
  • Dongjin Song, Wei Liu, David A. Meyer, Dacheng Tao, and Rongrong Ji.
    Rank Preserving Hashing for Rapid Image Search. [pdf] [bibtex]
    Data Compression Conference (DCC).
    
    @inproceedings{dcc15,
     Author={ Dongjin Song, Wei Liu, David A. Meyer, Dacheng Tao, and Rongrong Ji},
    Title={Rank Preserving Hashing for Rapid Image Search},
    Booktitle={Data Compression Conference},
    Year={2015}}
    
    

2014:

  • Rongrong Ji, Ling-Yu Duan, Jie Chen, Tiejun Huang, and Wen Gao.
    Mining Compact 3D Patterns for Low Bit Rate Mobile Visual Search. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    @inproceedings{Image Processing: 3D Pattern,
     Author={Rongrong Ji, Ling-Yu Duan, Jie Chen, Tiejun Huang, and Wen Gao},
    Title={Mining Compact 3D Patterns for Low Bit Rate Mobile Visual Search},
    Booktitle={IEEE Transactions on Image Processing},
    Year={2014},Vol={23},No={7},pp={3099-3113}}
    
    
  • Rongrong Ji, Yue Gao, Richang Hong, Qiong Liu, Dacheng Tao, Xuelong Li.
    Spectral-Spatial Constraint Hyperspectral Image Classification. [pdf] [bibtex]
    IEEE Transactions on Geoscience and Remote Sensing (TGRS).
    
    @inproceedings{Geoscience and Remote Sensing: Hyperspectral Image Classification,
     Author={Rongrong Ji, Yue Gao, Richang Hong, Qiong Liu, Dacheng Tao, Xuelong Li},
    Title={Spectral-Spatial Constraint Hyperspectral Image Classification},
    Booktitle={IEEE Transactions on Geoscience and Remote Sensing},
    Year={2014},Vol={52},No={3},pp={1811-1824}}
    
    
  • Yue Gao, Rongrong Ji*, Peng Cui, Qionghai Dai, Gang Hua.
    Hyperspectral Image Classification Through Bilayer Graph-Based Learning. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    @inproceedings{tip: hyperspectral,
     Author={Yue Gao, Rongrong Ji, Peng Cui, Qionghai Dai, Gang Hua},
    Title={Hyperspectral Image Classification Through Bilayer Graph-Based Learning},
    Booktitle={IEEE Transactions on Image Processing},
    Year={2014},Vol={23},No={7},pp={2769-2778}}
    
    
  • Yue Gao, Rongrong Ji*, Wei Liu, Qionghai Dai, Gang Hua.
    Weakly Supervised Visual Dictionary Learning by Harnessing Image Attributes. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    @inproceedings{tip: weakly,
     Author={Yue Gao, Rongrong Ji, Wei Liu, Qionghai Dai, Gang Hua},
    Title={Weakly Supervised Visual Dictionary Learning by Harnessing Image Attributes},
    Booktitle={IEEE Transactions on Image Processing},
    Year={2014},Vol={23},No={12},pp={5400-5411}}
    
    
  • Ke Lu, Rongrong Ji*, Jinhui Tang, Yue Gao.
    Learning-Based Bipartite Graph Matching for View-Based 3D Model Retrieval. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    @inproceedings{tip: learning,
     Author={Ke Lu, Rongrong Ji*, Jinhui Tang, Yue Gao},
    Title={Learning-Based Bipartite Graph Matching for View-Based 3D Model Retrieval},
    Booktitle={IEEE Transactions on Image Processing},
    Year={2014},Vol={23},No={10},pp={4553-4563}}
    
    
  • Ling-Yu Duan, Rongrong Ji*, Zhang Chen, Tiejun Huang, Wen Gao.
    Towards Mobile Document Image Retrieval for Digital Library. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    @inproceedings{Multimedia: Towards Mobile Document Image Retrieval,
    Author={Ling-Yu Duan, Rongrong Ji, Zhang Chen, Tiejun Huang, Wen Gao},
    Title={Towards Mobile Document Image Retrieval for Digital Library},
    Booktitle={IEEE Transactions on Multimedia},
    Year={2014},Vol={16},No={2},pp={346-359}}
    
    
  • Cheng Deng, Rongrong Ji*, Dacheng Tao, Xinbo Gao, Xuelong Li.
    Weakly Supervised Multi-Graph Learning for Robust Image Reranking. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    @inproceedings{Multimedia: Weakly Supervised Multi-Graph,
    Author={Cheng Deng, Rongrong Ji, Dacheng Tao, Xinbo Gao, Xuelong Li},
    Title={Weakly Supervised Multi-Graph Learning for Robust Image Reranking},
    Booktitle={IEEE Transactions on Multimedia},
    Year={2014},Vol={16},No={3},pp={785-794}}
    
    
  • Luming Zhang, Yue Gao, Yingjie Xia, Ke Lu, Jialie Shen, Rongrong Ji.
    Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    @inproceedings{Multimedia: Representative Discovery,
    Author={Luming Zhang, Yue Gao, Yingjie Xia, Ke Lu, Jialie Shen, Rongrong Ji},
    Title={Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation},
    Booktitle={IEEE Transactions on Multimedia},
    Year={2014},Vol={16},No={2},pp={470-479}}
    
    
  • Yue Gao, Rongrong Ji*, Longfei Zhang, Alex Hauptmann.
    Symbiotic Tracker Ensemble Towards A Unified Tracking Framework. [pdf] [bibtex]
    IEEE Transactions on Circuits and Systems for Video Technology (CSVT).
    
    @inproceedings{CSVT: Symbiotic Tracker,
    Author={Yue Gao, Rongrong Ji, Longfei Zhang, Alex Hauptmann},
    Title={Symbiotic Tracker Ensemble Towards A Unified Tracking Framework},
    Booktitle={IEEE Transactions on Circuits and Systems for Video Technology},
    Year={In Press, 2014}}
    
    
  • Yue Gao, Meng Wang, Rongrong Ji*, Xindong Wu, and Qionghai Dai.
    3D Object Retrieval With Hausdorff Distance Learning. [pdf] [bibtex]
    IEEE Transactions on Industrial Electronics (TIE).
    
    @inproceedings{Industrial Electrontics: 3D Object Retrieval,
    Author={Yue Gao, Meng Wang, Rongrong Ji, Xindong Wu, and Qionghai Dai},
    Title={3D Object Retrieval With Hausdorff Distance Learning},
    Booktitle={IEEE Transactions on Industrial Electronics},
    Year={2014},Vol={61},No={4},pp={2088-2098}}
    
    
  • Bing Li, Ling-Yu Duan, Jinqiao Wang, Rongrong Ji, Chia-Wen Lin, Wen Gao.
    Spatiotemporal Grid Flow for Video Retargeting. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    @inproceedings{TIP:Retargeting,
    Author={Bing Li, Ling-Yu Duan, Jinqiao Wang, Rongrong Ji, Chia-Wen Lin, Wen Gao},
    Title={Spatiotemporal Grid Flow for Video Retargeting},
    Booktitle={IEEE Transactions on Image Processing},
    Year={2014},Vol={23},No={4},pp={1615-1628}}
    
    
  • Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Tat-Jun Chin, Hanzi Wang.
    Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    @inproceedings{Pattern Recognition: Visual Tracking,
    Author={Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Tat-Jun Chin, Hanzi Wang},
    Title={Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles},
    Booktitle={Pattern Recognition},
    Year={2014},Vol={47},No={3},pp={1395-1410}}
    
    
  • Houwen Peng, Bing Li, Weihua Xiong, Weiming Hu, Rongrong Ji.
    RGBD Salient Object Detection: A Benchmark and Algorithms. [pdf] [bibtex]
    European Conference on Computer Vision (ECCV).
    
    @inproceedings{eccv: saliency,
    Author={Houwen Peng, Bing Li, Weihua Xiong, Weiming Hu, Rongrong Ji},
    Title={RGBD Salient Object Detection: A Benchmark and Algorithms},
    Booktitle={European Conference on Computer Vision},
    Year={2014}}
    
    

2013:

  • Rongrong Ji, Ling-Yu Duan, Hongxun Yao, Lexing Xie, Yong Rui, and Wen Gao.
    Learning to Distribute Vocabulary Indexing for Scalable Visual Search. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    @inproceedings{Multimedia 13: Distribute Vocabulary,
    Author={Rongrong Ji, Ling-Yu Duan, Hongxun Yao, Lexing Xie, Yong Rui, and Wen Gao},
    Title={Learning to Distribute Vocabulary Indexing for Scalable Visual Search},
    Booktitle={IEEE Transactions on Multimedia},
    Year={2013},Vol={15},No={3},pp={153-166}}
    
    
  • Dong Liu, Shuicheng Yan, Rongrong Ji, Xian-Sheng Hua, and Hong-Jiang Zhang.
    Image Retrieval with Query-Adaptive Hashing. [pdf] [bibtex]
    ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP).
    
    @inproceedings{Multimedia Computing, Communications and Applications: Image Retrieval,
     Author={Dong Liu, Shuicheng Yan, Rongrong Ji, Xian-Sheng Hua, and Hong-Jiang Zhang},
    Title={Image Retrieval with Query-Adaptive Hashing},
    Booktitle={ACM Transactions on Multimedia Computing, Communications and Applications},
    Year={2013},Vol={9},No={2},pp={2-20}}
    
    
  • Damian Borth, Rongrong Ji, Tao Chen, Thomas M. Breuel, Shih-Fu Chang.
    Large-scale Visual Sentiment Ontology and Detectors using Adjective Noun Pairs. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    @inproceedings{Multimedia: VSO,
     Author={Damian Borth, Rongrong Ji, Tao Chen, Thomas M. Breuel, Shih-Fu Chang},
    Title={Large-scale Visual Sentiment Ontology and Detectors using Adjective Noun Pairs},
    Booktitle={ACM Multimedia},
    Year={2013},pp={223-232}}
    
    
  • Cheng Deng, Rongrong Ji, Wei Liu, Dacheng Tao, Xinbo Gao.
    Visual Reranking through Weakly Supervised Multi-Graph Learning. [pdf] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    @inproceedings{ICCV: Reranking,
     Author={Cheng Deng, Rongrong Ji, Wei Liu, Dacheng Tao, Xinbo Gao},
    Title={Visual Reranking through Weakly Supervised Multi-Graph Learning},
    Booktitle={IEEE International Conference on Computer Vision},
    Year={2013},pp={2600-2607}}
    
    
  • Yan Wang, Rongrong Ji, and Shih-Fu Chang.
    Label Propagation from ImageNet to 3D Point Clouds. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    @inproceedings{CVPR2013: Label Propagation,
     Author={Yan Wang, Rongrong Ji, and Shih-Fu Chang},
    Title={Label Propagation from ImageNet to 3D Point Clouds},
    Booktitle={Proceedings of Computer Vision and Patten Recognition}, Accept, Year={2013}} 
    
    
  • Tongtao Zhang, Rongrong Ji, Wei Liu, Dacheng Tao and Gang Hua.
    Semi-Supervised Learning with Manifold Fitted Graphs. [pdf] [bibtex]
    Twitten-Thirdth International Joint Conference on Artificial Intelligence (IJCAI).
    
    @inproceedings{International Joint Conference on Artificial Intelligence: Semi-Supervised Learning,
    Author={Tongtao Zhang, Rongrong Ji, Wei Liu, and Gang Hua},
    Title={Semi-Supervised Learning with Manifold Fitted Graphs},
    Booktitle={Proceedings of Twitten-Thirdth International Joint Conference on Artificial Intelligence}, Accept, Year={2013}} 
    
    
  • Houwen Peng, Bing Li, Rongrong Ji, and Weiming Hu.
    Salient Object Detection via Low-Rank and Structured Sparse Matrix Decomposition. [pdf] [bibtex]
    Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI).
    
    @inproceedings{AAAI Conference on Artificial Intelligence: Salient Object Detection,
    Author={Houwen Peng, Bing Li, Rongrong Ji, and Weiming Hu},
    Title={Salient Object Detection via Low-Rank and Structured Sparse Matrix Decomposition},
    Booktitle={Proceedings of Twenty-Seventh AAAI Conference on Artificial Intelligence}, Accept, Year={2013}} 
    
    

2012:

  • Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Junsong Yuan, Yong Rui, and Wen Gao.
    Location Discriminative Vocabulary Coding for Mobile Landmark Search. [pdf] [bibtex]
    International Journal of Computer Vision (IJCV).
    
    @inproceedings{Computer Vision: Location Discriminative Vocabulary Coding,
    Author={Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Junsong Yuan, Yong Rui, and Wen Gao},
    Title={Location Discriminative Vocabulary Coding for Mobile Landmark Search},
    Booktitle={International Journal of Computer Vision},
    Year={2012},Vol={96},No={3},pp={290-314}}
    
    
  • Rongrong Ji, Hongxun Yao, Wei Liu, Xiaoshuai Sun, and Qi Tian.
    Task Dependent Visual Codebook Compression. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    @inproceedings{Image Processing: Visual Codebook Compression,
    Author={Rongrong Ji, Hongxun Yao, Wei Liu, Xiaoshuai Sun, and Qi Tian},
    Title={Task Dependent Visual Codebook Compression},
    Booktitle={IEEE Transactions on Image Processing},
    Year={2012},Vol={21},No={4},pp={2282-2293}}
    
    
  • Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji, Qionghai Dai, and Naiyao Zhang.
    3D Object Retrieval and Recognition with Hyperspectral Analysis. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    @inproceedings{Image Processing: 3D Object Retrieval and Recognition,
    Author={Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji, Qionghai Dai, and Naiyao Zhang},
    Title={3D Object Retrieval and Recognition with Constructive Hypergraph Analysis},
    Booktitle={IEEE Transactions on Image Processing},
    Year={2012},Vol={21},No={9},pp={4290-4303}}
    
    
  • Rongrong Ji, Felix X. Yu, and Shih-Fu Chang.
    Active Query Sensing: Suggesting the Best Query View for Mobile Visual Search. [pdf] [bibtex]
    ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP).
    
    @inproceedings{Multimedia Computing, Communications and Applications: Active Query Sensing,
    Author={Rongrong Ji, Felix X. Yu, and Shih-Fu Chang},
    Title={Active Query Sensing for Mobile Location Search},
    Booktitle={ACM Transactions on Multimedia Computing, Communications and Applications},
    Year={2012},Vol={3S},No={8},pp={40-61}}
    
    
  • Rongrong Ji, Hongxun Yao, Qi Tian, Pengfei Xu, Xiaoshuai Sun, and Xianming Liu.
    Context-Aware Semi-Local Feature Detector. [pdf] [bibtex]
    ACM Transactions on Intelligent System and Technology (TIST).
    
    @inproceedings{ACM TIST: Feature Detector,
    Author={Rongrong Ji, Hongxun Yao, Qi Tian, Pengfei Xu, Xiaoshuai Sun, Xianming Liu},
    Title={Context-Aware Semi-Local Feature Detector},
    Booktitle={ACM Transactions on Intelligent System and Technology},
    Year={2012},Vol={3:44}}
    
    
  • Rongrong Ji, Ling-Yu Duan, and Wen Gao.
    Towards Compact Topical Descriptor. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    @inproceedings{CVPR 2012: Towards Compact Topical Descriptor,
     Author={Rongrong Ji, Ling-Yu Duan, and Wen Gao},
    Title={Towards Compact Topical Descriptor},
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
  • Liujuan Cao# Rongrong Ji# Yue Gao, and Qi Tian (# Equal Contribution).
    Weakly Supervised Coding with Geometric Consistency Pooling. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    @inproceedings{CVPR 2012: Weakly Supervised Coding,
    Author={Liujuan Cao, Rongrong Ji, Yue Gao, and Qi Tian},
    Title={Weakly Supervised Coding with Geometric Consistency Pooling},
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
  • Felix X. Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, and Shi-Fu Chang.
    Weak Attributes for Large-Scale Image Retrieval. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    @inproceedings{CVPR 2012: Large-Scale Image Retrieval,
    Author={Felix X. Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, and Shih-Fu Chang},
    Title={Weak Attributes for Large-Scale Image Retrieval},
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
  • Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, and Shih-Fu Chang.
    Supervised Hashing with Kernels. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR Oral).
    
    @inproceedings{CVPR 2012: Supervised Hashing with Kernels,
    Author={Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, and Shih-Fu Chang},
    Title={Supervised Hashing with Kernels},
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
  • Xiaoshuai Sun, Hongxun Yao, and Rongrong Ji.
    What Are We Looking For:Towards Statistical Modeling of Saccadic Eye Movements and Visual Saliency. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR Oral).
    
    @inproceedings{CVPR 2012: Saccadic Eye Movements and Visual Saliency,
    Author={Xiaoshuai Sun, Hongxun Yao, and Rongrong Ji},
    Title={What Are We Looking For: Towards Statistical Modeling of Saccadic Eye Movements and Visual Saliency},
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    

2011:

  • Rongrong Ji, Yue Gao, Bineng Zhong, Hongxun Yao, and Qi Tian.
    Mining Flickr Landmarks by Modeling Reconstruction Sparsity. [pdf] [bibtex]
    ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP).
    
    @inproceedings{Multimedia Computing, Communications and Applications: Mining City Landmarks,
    Author={Rongrong Ji, Yue Gao, Bineng Zhong, Hongxun Yao, and Qi Tian},
    Title={Mining City Landmarks by Modeling Reconstruction Sparsity},
    Booktitle={ACM Transactions on Multimedia Computing, Communications and Applications},
    Year={2011},Vol={7S},No={1},pp={31-53}}
    
    
  • Rongrong Ji, Hongxun Yao, and Xiaoshuai Sun.
    Actor-Independence Action Retrieval Using Spatiotemporal Vocabulary with DTW Matching. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    @inproceedings{Pattern Recognition: Actor-Independence Action Retrieval,
    Author={Rongrong Ji, Hongxun Yao, and Xiaoshuai Sun},
    Title={Actor-Independence Action Retrieval Using Spatiotemporal Vocabulary with DTW Matching},
    Booktitle={Pattern Recognition}, Vol={44}, pp={624-638}}
    
    
  • Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, and Xiaofang Zhou.
    Nonnegative Spectral Clustering with Discriminative Regularization. [pdf] [bibtex]
    Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI).
    
    @inproceedings{AAAI 2011: Nonnegative Spectral Clustering,
     Author={Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou},
    Title={Nonnegative Spectral Clustering with Discriminative Regularization},
    Booktitle={Proceedings of Twenty-Sixth AAAI Conference on Artificial Intelligence},
    Year={2011}}
    
    
  • Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Yong Rui, Shih-Fu Chang, and Wen Gao.
    Towards Low Bit Rate Mobile Visual Search with Multiple-channel Coding. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    @inproceedings{ACM Multimedia 2011: multiple-channel coding,
    Author={Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Yong Rui, Shih-Fu Chang, and Wen Gao},
    Title={Towards Low Bit Rate Mobile Visual Search with Multiple-channel Coding},
    Booktitle={ACM Multimedia},
    Year={2011}, pp={573-582}}
    
    
  • Xianming Liu, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xiaoshuai Sun, and Qi Tian.
    Learning Heterogeneous Data for Hierarchical Web Video Classification [pdf] [bibtex]
    ACM Multimedia (MM).
    
    @inproceedings{ACM Multimedia 2011:hierarchical web video classification,
    Author={Xianming Liu, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xiaoshuai Sun, and Qi Tian},
    Title={Learning Heterogeneous Data for Hierarchical Web Video Classification.},
    Booktitle={ACM Multimedia},
    Year={2011}, pp={433-442}}
    
    

2010:

  • Rongrong Ji, Hongxun Yao, Xiaoshuai Sun, Bineng Zhong, and Wen Gao
    Towards Semantic Embedding in Visual Vocabulary. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR Oral).
    
    @inproceedings{CVPR 2010: visual vocabulary,
    Author={Rongrong Ji, Hongxun Yao, Xiaoshuai Sun, Bineng Zhong, and Wen Gao},
    Title={Towards Semantic Embedding in Visual Vocabulary},
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, 918-925} 
    
    
  • Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Xiaotong Yuan, Shaohui Liu, and Wen Gao.
    Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    @inproceedings{CVPR 2010: Visual tracking,
    Author={Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Xiaotong Yuan, Shaohui Liu, and Wen Gao},
    Title={Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles},
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition},year={2010}, pp={1323-1330}} 
    
    
  • Dawei Liang, Qingming Huang, Hongxun Yao, Shuqiang Jiang, Rongrong Ji, and Wen Gao.
    Novel Observation Model for Probabilistic Object Tracking. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    @inproceedings{CVPR 2010: probabilistic object tracking,
    Author={Dawei Liang, Qingming Huang, Hongxun Yao, Shuqiang Jiang, Rongrong Ji, and Wen Gao},
    Title={Novel Observation Model for Probabilistic Object Tracking},
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition},Year={2009}, pp={1387-1394}} 
    
    

2009:

  • Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma.
    Vocabulary Hierarchy Optimization for Effective and Transferable Retrieval. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    @inproceedings{CVPR 2009: Vocabulary hierarchy optimization,
    Author={Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma},
    Title={Vocabulary Hierarchy Optimization for Effective and Transferable Retrieval},
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition},Year={2009}, pp={1161-1168}} 
    
    
  • Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma.
    Mining City Landmarks from Blogs by Graph Modeling. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    @inproceedings{ACM Multimedia-graph modeling,
    Author={Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma},
    Title={Mining City Landmarks from Blogs by Graph Modeling},
    Booktitle={ACM Multimedia, Year={2009}, pp={105-114}}