Basic Information

 

                     Shanmin Pang

                          Ph.D, Assistant Professor

                      School of Software Engineering

                           Xi'an Jiaotong University

Contact

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

E-mail: pangsm@xjtu.edu.cn

Tel: 029-82663000-8014

News

  • “Improving Object Retrieval Quality by Integration of Similarity Propagation and Query Expansion” was accepted to “IEEE Transactions On Multimedia”.
  • “Building discriminative CNN image representations for object retrieval using the replicator equation” was accepted to "Pattern Recognition".
  • “Adaptive Co-weighting Deep Convolutional Features for Object Retrieval”  was accepted to ICME2018.
  • "Large-scale vocabularies with local graph diffusion and mode seeking" was accepted to "Signal Processing: Image Communication".
  • I am currently visiting Dept. of Computer Science, University of Virginia, and my collaborative advisor is Vicente Ordonez. Vicente (http://www.cs.virginia.edu/~vicente/) is an excellent researcher in the fields of machine learning, computer vision and natural language processing. He won the Marr Prize at 2013, and he received the best paper award at EMNLP 2017. I will return to XJTU in Sep. 2018.
Scientific Research

Research Areas

  • Computer Vision and Machine Learning
  • Multimedia

Journal Papers:

Conference Papers:

Research Projects:

  • The Research on Web Image Stream Retrieval with Joint Image and Text Queries, National Natural Science Foundation of China, 2017.01-2019.12, Principal Investigator.
  • The Research on Web Image Stream Retrieval and Summarization with Diffusion Process, China Postdoctoral Science Foundation, 2017.01-2018.12, Principal Investigator.
  • Anisotropic Diffusion for Image  Retrieval,  the Fundamental Research Funds for the Central Universities, 2017.01-2019.12,  Principal Investigator.

  • Compact Image Representation and Re-ranking Algorithms for Image Retrieval, Shaanxi Postdoctoral Science Foundation, 2018.01-2018.12, Principal Investigator.