Dr. Ji Rongrong, Professor-School of Information Science and Engineering

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Dr. Ji Rongrong, Professor

Research Interests：Mobile visual search, visual scene analysis, social media, augmented reality

Email：rrji (AT) xmu.edu.cn

Resume：

Projects

NNSF 2014

Selected Publications

[1] Li S, Yu B, Wu W, Su S, *Ji R, 2015. Feature learning based on SAE-PCA network for human gesture recognition in RGBD images, Neurocomputing, 151: 565-573 (Elsevier: SCI/EI).

[2] Su S, Liu Z, Xu S, Li S, *Ji R, 2015. Sparse auto-encoder based feature learning for human body detection in depth image, Signal Processing, 112: 43-52 (Elsevier: SCI/EI).

[3] *Cai Z, Cao D, Ji R, 2015. Video (GIF) sentiment analysis using large-scale mid-level ontology, CoRR abs/1506.00765.

[4] Cao D, *Ji R, Lin D, Li S, 2015. Visual sentiment topic model based microblog image sentiment analysis, Multimedia Tools and Applications, DOI: 10.1007/s11042-014-2337-z (Springer: SCI/EI).

[5] Cao D, *Ji R, Lin D, Li S, 2015. A cross-media public sentiment analysis system for microblog. Multimedia Systems, DOI: 10.1007/s00530-014-0407-8 (Springer: SCI/EI).

[6] *Liu W, Ji R, Li S, 2015. Towards 3D object detection with bimodal deep Boltzmann machines over RGBD imagery, CVPR, 3013-3021. 顶级会议

[7] Ji R, *Cao D, Lin D, 2015. Cross-Modality sentiment analysis for social multimedia, BigMM, 2015: 28-31 (IEEE: EI).

[8] Ji R, *Gao Y, Liu W, Xie X, Tian Q, Li X, 2015. When location meets social multimedia: a survey on vision-based recognition and mining for geo-social multimedia analytics, ACM Transactions on Intelligent Systems and Technology, 6(1): 1-18 (ACM: SCI/EI).

[9] Guan T, Wang Y, Duan L, *Ji R, 2015. On-device mobile landmark recognition using binarized descriptor with multi-feature fusion, ACM Transactions on Intelligent Systems and Technology, 7(1): 1-12 (ACM: SCI/EI).

[10] Zhang L, *Ji R, Xia Y, Zhang Y, Li X, 2015. Learning a probabilistic topology discovering model for scene categorization, IEEE Transactions on Neural Network and Learning Systems, 26(8): 1622-1634 (IEEE: SCI/EI).

[11] Zhang L, Xia Y, Ji R, *Li X, 2015. Spatial-aware object-level saliency prediction by learning graphlet hierarchies, IEEE Transactions on Industrial Electronics, 62(2): 1301-1308 (IEEE: SCI/EI).

[12] Zhang L, *Gao Y, Hong R, Hu Y, Ji R, Dai Q, 2015. Probabilistic skimlets fusion for summarizing multiple consumer landmark videos, IEEE Transactions on Multimedia, 17(1): 40-49 (IEEE: SCI/EI).

[13] Zhang Y, Qin L, *Ji R, Yao H, Huang Q, 2015. Social attribute-aware force model: Exploiting richness of interaction for abnormal crowd detection, IEEE Transactions on Circuits and Systems for Video Technology, 25(7): 1231-1245 (IEEE: SCI/EI).

[14] Wang F, Zhen Y, Zhong B, *Ji R, 2015. Robust infrared target tracking based on particle filter with embedded saliency detection, Information Sciences, 301: 215-226 (Elsevier: SCI/EI).

[15] Cao L, Liu X, Liu W, *Ji R, Huang T, 2015. Localizing web videos using social images, Information Sciences, 302: 122-131 (Elsevier: SCI/EI).

[16] Li S, Yu B, Wu W, Su S, *Ji R, 2015. Feature learning based on SAE-PCA network for human gesture recognition in RGBD images, Neurocomputing, 151: 565-573 (Elsevier: SCI/EI).

[17] Su S, Liu Z, Xu S, Li S, *Ji R, 2015. Sparse auto-encoder based feature learning for human body detection in depth image, Signal Processing, 112: 43-52 (Elsevier: SCI/EI).

[18] Ji R, *Gao Y, Liu W, Xie X, Tian Q, Li X, 2015. When location meets social multimedia: a survey on vision-based recognition and mining for geo-social multimedia analytics, ACM Transactions on Intelligent Systems and Technology, 6(1): 1-18 (ACM: SCI/EI).

[19] Guan T, Wang Y, Duan L, *Ji R, 2015. On-device mobile landmark recognition using binarized descriptor with multi-feature fusion, ACM Transactions on Intelligent Systems and Technology, 7(1): 1-12 (ACM: SCI/EI).

[20] Zhang L, *Ji R, Xia Y, Zhang Y, Li X, 2015. Learning a probabilistic topology discovering model for scene categorization, IEEE Transactions on Neural Network and Learning Systems, 26(8): 1622-1634 (IEEE: SCI/EI).

[21] Zhang L, Xia Y, Ji R, *Li X, 2015. Spatial-aware object-level saliency prediction by learning graphlet hierarchies, IEEE Transactions on Industrial Electronics, 62(2): 1301-1308 (IEEE: SCI/EI).