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2023-08-25 17:50| 来源: 网络整理| 查看: 265

研究领域:计算机视觉与机器学习媒体信息处理与数据挖掘当前主持的科研项目

1、国家自然科学基金:面向语义关联的层次化视觉表示方法研究,2020-2023.

2、陕西省重点研发计划:视觉媒体数据的新型表示方法研究与应用, 2020-2021.

3、中国博士后基金面上项目(65批):面向图像检索的深层视觉表示方法研究,2019-2020.

 

部分科研论文 (完整列表:https://dblp.org/pers/hd/p/Pang:Shanmin)期刊论文:

 

[1]    Wenyu Hao, Shanmin Pang (Corresponding author), Jihua Zhu, Yaochen Li. Self-weighting and Hypergraph Regularization for Multi-view Spectral Clustering [J], IEEE Signal Processing Letters, Vol **(No.*), pp 1-5, 2020. (In press)

[2]     Shanmin Pang, Jin Ma, Jianru Xue, Jihua Zhu, Vicente Ordonez. Deep Feature Aggregation and Image Re-ranking with Heat Diffusion for Image Retrieval[J], IEEE Transactions on Multimedia, Vol 21(No.6), pp 1513-1523, 2019.

[3]     Shanmin Pang, Jin Ma, Jihua Zhu, Jianru Xue, Qi Tian. Improving Object Retrieval Quality by Integration of Similarity Propagation and Query Expansion[J], IEEE Transactions on Multimedia, Vol 21 (No. 3), pp 760-770, 2019.

[4]     Shanmin Pang, Jianru Xue, Jihua Zhu, Li Zhu, Qi Tian. Unifying sum and weighted aggregations for efficient yet effective image representation computation[J], IEEE Transactions on Image Processing, Vol 28 (No. 2), pp 841-852, 2019.

[5]     Shanmin Pang, Jihua Zhu, Jiaxing Wang, Vicente Ordonez, Jianru Xue. Building discriminative CNN image representations for object retrieval using the replicator equation[J], Pattern Recognition, vol 83, pp 151-160, 2018.

 

会议论文:

[1]     Ruijian Jia, Xinsheng Wang, Shanmin Pang (Corresponding author), Jihua Zhu, Jianru Xue. Look, Listen and Infer [C], ACM MM, 2020. (Project Page)

[2]     Jin Ma, Shanmin Pang (Corresponding author), Bo Yang, Jihua Zhu, Yaochen Li.  Spatial-content Image Search in Complex Scenes[C], WACV, pp. 2492-2500, 2020.

[3]     Shanmin Pang, Jianru Xue, Le Wang, Nanning Zheng. Large-Scale Bundle Adjustment by Parameter Vector Partition[C], ACCV, 2012. Best Application Paper Award.

 

 



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