科研工作:

2016/05 - 至今： 西北工业大学 电子信息学院 期刊论文[J1] Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase. “A Novel Approach for Annotation-based Image Retrieval Using Deep Architecture”. Journal of Multiple-Valued Logic and Soft Computing (JMVLSC). (Accepted)[J2] Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase. “Multiple-shot People Re-identification by Patch-wise Learning”. IEICE Trans. on Information and System, Vol. E98-D, No. 12, pp. 2257-2270, Dec. 2015. [J3] Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase. “People Re-identification with Local Distance Comparison using Learned Metric”. IEICE Trans. on Information and System, Vol. E97-D, No. 9, pp. 2461-2472, Sep. 2014. [J4] Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase. “Adaptive Metric Learning for People Re-identification”. IEICE Trans. on Information and System, Vol. E97-D, No. 11, pp. 2888-2902, Nov. 2014.[J5] Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase. “Multi-Stage Deep Convolutional Learning for People Re-identification”. International Journal of Computer System Science and Engineering (IJCSSE), Special Issue on Multimedia Information Processing and Retrieval, Vol. 29, No. 4, pp. 265-274, July, 2014.会议论文[C1] Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase. “How to Initialize the CNN for small datasets: Extracting Discriminative Filters from Pre-trained Model”. The 3rd IAPR Asian Conference on Pattern Recognition (ACPR2015). Kuala Lumpur, Malaysia (November 3-6, 2015). [C2] Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase. “People Re-identification Using Two-Stage Transfer Metric Learning”. The 14th IAPR International Conference on Machine Vision Application (MVA 2015). Tokyo, Japan (May 18-22, 2015). (Oral)[C3] Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase. “People Re-identification Using Deep Convolutional Neural Network”. The 9th International Conference on Computer Vision Theory and Applications (VISAPP 2014), pp.216-223, Lisbon, Portugal (Jan 5-8, 2014). (Oral) [C4] Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase. “Adaptive Metric Learning in Local Distance Comparison for People Re-identification”. The 2nd Asian Conference on Pattern Recognition (ACPR’13), Okinawa, Japan (Nov 5-8, 2013). [C5] Guanwen Zhang, Yu Wang, Jien Kato, Takafumi Marutani, Kenji Mase. “Local Distance Comparison for Multiple-shot People Re-identification”. The 11th Asia Conference on Computer Vision (ACCV’12), Daejeon, Korea (Nov 5-9, 2012).

教育背景:

2003/09 - 2007/07： 西北工业大学，学士学位;2007/09 - 2010/04： 西北工业大学，硕士学位;2011/04 - 2014/09： 名古屋大学，博士学位.