Basic Information

 

                 Shanmin Pang

                     Ph.D, Associate Professor

                  School of Software Engineering

                      Xi'an Jiaotong University

Work Experience

2018-now, School of Software Engineering, Xi'an Jiaotong University, Associate Professor

2017-2018, Department of Computer Science, University of Virginia, Visiting Scholar 

2015-2018, School of Software Engineering, Xi'an Jiaotong University, Assistant Professor

Contact

Address:No. 28 West Xianning Road, Xi'an Jiaotong University, Xi’an, 710049

E-mail: pangsm AT xjtu.edu.cn

Tel: 029-82663000-8014

Research

 Research Areas:

Computer Vision and Machine Learning

Multimedia and Data Mining 

Selective publications(Full list:www.researchgate.net/profile/Shanmin_Pang

Journal papers:

[1]     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.

[2]     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.

[3]     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. 3), pp 841-852, 2019.

[4]     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.

[5]     Shanmin Pang, Jianru Xue, Zhanning Gao, Lihong Zheng, Li Zhu. Large-scale vocabularies with local graph diffusion and mode seeking[J], Signal Processing and Image Communication, Vol 63, pp 1-8, 2018.

[6]     Bo Yang, Xuequn Shang, Shanmin Pang. Isometric hashing for image retrieval[J], Signal Processing and Image Communication, Vol 59, pp 117-130, 2017  

[7]     Zhanning Gao, Jianru Xue, Wengang Zhou, Shanmin Pang, Qi Tian. Democratic Diffusion Aggregation for Image Retrieval[J], IEEE Transactions on Multimedia, Vol 18, pp 1661-1674, 2016.

[8]     Shanmin Pang, Jianru Xue, Zhanning Gao, Qi Tian. Image re-ranking with an alternating optimization[J], Neurocomputing, Vol 165, pp 423-432, 2015.

[9]     Shanmin Pang, Jianru Xue, Qi Tian, Nanning Zheng. Exploiting local linear geometric structure for identifying correct matches[J], Computer Vision and Image Understanding, Vol 128, pp 51-64, 2014.

 

Conference Papers:

[1]     Jiaxing Wang, Jihua Zhu, Shanmin Pang*, Zhongyu Li, Yaochen Li, Xueming Qian. Adaptive Co-Weighting Deep Convolutional Features for Object Retrieval[C], ICME, 2018.

[2]     Bo Yang, Shuhui Liu, Shanmin Pang. Deep Subspace Similarity Fusion for the Prediction of Cancer Subtypes[C], IEEE BIBM, 2018.

[3]     Shanmin Pang, Li Zhu, Jihua Zhu, Jianru Xue. Beyond Sum and Weighted Aggregation: An Efficient Mixed Aggregation Method with Multiple Weights for Image Search[C], ACM MM (Thematic Workshops), 2017.

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