»姓名： 张冰峰 | »系属： 自动化系 |
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»学位：博士 | »职称：副教授 | |
»专业： 电气与电子工程 | »导师类别： 硕士生导师 | |
»电子邮箱： Bingfeng.Zhang@upc.edu.cn | ||
»通讯地址：山东省青岛市黄岛区长江西路66号 | ||
»概况 | ||
◎研究方向 计算机视觉、模式识别。主要包括标注受限以及非完美标注下的图像分割相关领域，如弱监督/半监督分割、少样本分割、显著性检测以及视频处理等相关方向。
◎教育经历 2018.11-2022.07 利物浦大学 电气与电子工程 博士 2015.06-2016.11 南安普顿大学 系统、控制与信号处理 硕士 2011.09-2015.06 中国石油大学（华东） 电子信息工程 本科
◎工作经历 2017.03-2018.05 海信集团 智慧城市研发 2022.09-至今 中国石油大学（华东） 控制科学与工程学院
◎学术兼职 担任AAAI、IEEE TMM、IEEE TCSVT等多个top期刊和会议审稿人。
◎主讲课程
◎指导研究生及博士后
◎承担项目
◎获奖情况
◎荣誉称号
◎著作
◎论文 Conference: Bingfeng Zhang, Jimin Xiao, and Terry Qin. Self-guided and cross-guided learning for few-shot segmentation. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 8312-8321. 2021. (CCF-A类)
Bingfeng Zhang, Jimin Xiao, Yunchao Wei, Mingjie Sun, and Kaizhu Huang. Reliability does matter: An end-to-end weakly supervised semantic segmentation approach. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), vol. 34, no. 07, pp. 12765-12772. 2020. (Spotlight， CCF-A类)
Siyue Yu, Jimin Xiao, Bingfeng Zhang, and Eng Gee Lim. Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 979-988. 2022. (CCF-A类)
Xiaoyang Wang, Jimin Xiao, Bingfeng Zhang, and Limin Yu. CARD: Semi-supervised semantic segmentation via class-agnostic relation based denoising. In Proc. IJCAI, pp. 1451-1457. 2022. (CCF-A类)
Siyue Yu, Bingfeng Zhang, Jimin Xiao, and Eng Gee Lim. Structure-consistent weakly supervised salient object detection with local saliency coherence. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), vol. 35, no. 4, pp. 3234-3242. 2021. (CCF-A类)
Mingjie Sun, Jimin Xiao, Eng Gee Lim, Bingfeng Zhang, and Yao Zhao. Fast template matching and update for video object tracking and segmentation. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 10791-10799. 2020. (CCF-A类)
Journal： Bingfeng Zhang, Jimin Xiao, Jianbo Jiao, Yunchao Wei, and Yao Zhao. Affinity attention graph neural network for weakly supervised semantic segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence (2021). (CCF-A类，中科院一区top，IF：24.3)
Bingfeng Zhang, Jimin Xiao, Yunchao Wei, Kaizhu Huang, Shan Luo, and Yao Zhao. End-to-end weakly supervised semantic segmentation with reliable region mining. Pattern Recognition 128 (2022): 108663. (CCF-B类，中科院一区top，IF：8.3)
Siyue Yu, Jimin Xiao, Bingfeng Zhang, Eng Gee Lim, and Yao Zhao. Fast pixel-matching for video object segmentation. Signal Processing: Image Communication 98 (2021): 116373. (IF: 3.45)
◎专利 秦应化；张冰峰；何进；肖继民；一种基于卷积神经网络的不均衡缺陷样本的检测方法。2020-11-13，中国，CN111932639A。
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