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个人简介

工作经历 2016.12 至今: 南京理工大学 教授 2018.04-2018.06: 美国加州大学伯克利分校 访问学者 2015.01-2016.12: 德国马普计算机研究所 博士后 2014.09-2014.12: 德国马普计算机研究所 访问学者 2010.06-2010.09: 日本国立情报学研究所 访问学者 教育经历 2011.09-2015.02: 德国波恩大学(Top100)计算机系 博士 2004.09-2011.03: 同济大学 电信学院 本科&硕士

研究领域

计算机视觉,模式识别,深度学习,特别关注面向无人驾驶的环境感知技术

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hosang, Bernt Schiele. Towards Reaching Human Performance in Pedestrian Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 40(4): 973-986,2018. (CCF-A类期刊) Shanshan Zhang, Jian Yang, Bernt Schiele. Occluded Pedestrian Detection through Guide Attention in CNNs. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, 2018. (CCF-A类会议) Di Chen, Shanshan Zhang*, Wanli Ouyang, Jian Yang*, Ying Tai. Person Search via A Mask-guided Two-stream CNN Model. European Conference on Computer Vision (ECCV), Munich, Germany, 2018. (* 通讯作者) (CCF-B类会议) Jie Xu, Lin Zhao, Shanshan Zhang*, Chen Gong, Jian Yang*. Multi-Task Learning for Object Keypoints Detection and Classification. Pattern Recognition Letters (PRL), 2018. (*通讯作者)(CCF-C类期刊) Yunan Liu, Shanshan Zhang*, Yu Sang, Si-Miao Wang. Improving image retrieval by integrating shape and texture features. Multimedia Tools and Applications (MTAP), 2018. (published online) (* 通讯作者)(CCF-C类期刊) Guodong Ding, Shanshan Zhang, Salman Khan, Zhenming Tang. Center Based Pseudo-Labeling for Semi-Supervised Person Re-identification. ICME Workshop on Multimodal Biometrics Learning, 2018. Shanshan Zhang, Rodrigo Benenson, Bernt Schiele. CityPersons: A Diverse Dataset for Pedestrian Detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, USA, 2017. (CCF-A类会议) Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hosang, Bernt Schiele. How Far are We from Solving Pedestrian Detection? IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, Nevada, USA, 2016. (CCF-A类会议) Shanshan Zhang, Dominik A. Klein, Christian Bauckhage and Armin B. Cremers. Fast Moving Pedestrian Detection Based on Motion Segmentation and New Motion Features. Multimedia Tools and Applications (MTAP), 75(11): 6263-6282, 2016. (CCF-C类期刊) Shanshan Zhang, Rodrigo Benenson, Bernt Schiele. Filtered Channel Features for Pedestrian Detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, Massachusetts, USA, 2015. (CCF-A类会议) Shanshan Zhang, Christian Bauckhage, Dominik A. Klein, Armin B. Cremers. Exploring Human Vision Driven Features for Pedestrian Detection. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 25(10), 1709-1720, 2015. (CCF-B类期刊) Shanshan Zhang, Christian Bauckhage, Armin B. Cremers. Efficient Pedestrian Detection via Rectangular Features Based on a Statistical Shape Model. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 16(2), 763-775, 2015. (CCF-B类期刊) Shanshan Zhang, Christian Bauckhage, Armin B. Cremers. Informed Haar-like Features Improve Pedestrian Detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, 2014. (CCF-A类会议) Shanshan Zhang, Dominik A. Klein, Christian Bauckhage and Armin B. Cremers. Center-surround Contrast Features for Pedestrian Detection. International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 2014. (CCF-C类会议)

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