周全简介
导师照片
性    别:
学    位: 工学博士
最高学历: 博士研究生
职   称: 副教授
职   务:
所在单位: 通信与信息工程学院
导师类别: 硕士生导师
招生学科: 081002信号与信息处理085208电子与通信工程

个人简介 

于2002年在中国地质大学(武汉)机电系获得工学学士学位,之后分别于2006年和2013年在华中科技大学电子与信息工程系获得工学硕士和工学博士学位,现为南京邮电大学通信与信息工程学院副教授,硕士生导师。近年来以科研骨干主持并参与完成了多项科研课题,研究方向涉及计算机视觉、模式识别、图像处理、机器学习等方面。现担任IEEE计算机学会会员,IEEE信号处理学会会员,中国计算机学会会员,江苏省计算机学会图形图像专业委员会委员,江苏省自动化学会模式识别专业委员会委员。同时担任国际SCI期刊Multimedia Tools & Applications、ACM/Springer Mobile Networks & Applications、Optics and Laser Technology的客座编辑。并担任IEEE Transactions on Multimedia, IEEE Transactions on Cybernetics,IEEE Transactions on Image Processing,IEEE Transactions on Signal Processing,IEEE Transactions on Circuits and Systems for Video Technology,IEEE Signal Processing Letters, Pattern Recognition等十几个国际SCI学术期刊的审稿工作。近年来在国内外核心期刊和重要国际会议发表论文30余篇,包括国际权威期刊IEEE Transactions on Image Processing,Pattern Recognition, Sensors,Electronics Letters以及国际图像处理年会International Conference on Image Processing (ICIP),英国机器视觉年会British Machine Vision Conference (BMVC),国际模式识别年会International Conference on Pattern Recognition (ICPR),亚太计算机视觉年会Asian Conference on Computer Vision (ACCV)等,并受到了国际相关领域研究人员的关注(Google Scholar显示被引用100余次)。申请国家发明专利4项。个人主页:www.quan-zhou.weebly.com。

拟招收研究生方向:
1、计算机科学技术
2、通信与信息系统
3、信号与信息处理
4、电子与信息工程
5、模式识别与智能系统

研究方向及主要成果 

1 科研项目列表
1. 国家自然科学基金青年基金项目,61401228,融合多尺度上下文的图像标注研究,2015/01-2017/12,25万元,进行中,主持
2. 国家博士后资助项目,2015M581841,基于连续贝叶斯更新模型的场景理解研究 ,2015/11-2017/11,7万元,进行中,主持
3. 江苏省博士后资助项目,1501019A,面向连续贝叶斯更新模型的图像语义分割研究,2015/11-2017/11,5万元,进行中,主持
4. 国家自然科学基金优秀青年基金,61322104,宽带无线网络资源优化,2014/01-2016/12,100万元,已结题,参加
5. 国家自然科学基金面上项目基金,61671253,基于稀疏低秩分解的高效视频传输技术研究,2017/01-2020/12,65万元,进行中,参加
6. 国家自然科学基金青年基金,61501259,基于单谱图像和多光谱信息复合的空中弱目标识别方法研究,2016/01-2019/12,21万元,进行中,参加
7. 江苏省自然科学青年基金,BK20160908,基于因果关系的复杂视频监控场景行为分析模型研究,2016/07-2019/06,20万元,进行中,参加

2 主要学术论文列表
[1] Quan Zhou, Zheng Jie Hu, Guang Wei Gao, Wen Bin Yu, Xin Jin, Hui Min Lu, Bao Yu Zheng, and Longin Jan Latecki. Learning adaptive contrast combinations for visual saliency detection. IEEE Transactions on Multimedia, 2017, accepted. (SCI/EI检索, JCR一区)
[2] Quan Zhou, Wenbin Yu, Yawen Fan, Hu Zhu, Xiaofu Wu, Weihua Ou, Weiping Zhu, and Longin Jan Latecki. Face recognition via fast dense correspondence. Multimedia Tools and Applications, 2017, in press. (SCI, EI, JCR四区)
[3] Huimin Lu, Yin Zhang, Yujie Li, Quan Zhou, Ryunosuke Tadoh, Tomoki Uemura, Hyongseop Kim, and Seiichi Serikawa. Depth map reconstruction for underwater kinect camera using inpainting and local image mode filtering. IEEE Access, 2017, in press.(SCI, EI, JCR四区)
[4] Yawen Fan, Quan Zhou, Wenjing Yue, and Weiping Zhu. A dynamic causal topic model for mining activities from complex videos. Multimedia Tools and Applications, 2017, in press.(SCI, EI, JCR四区)
[5] Lizhen Deng, Hu Zhu, Quan Zhou, and Yansheng Li. Adaptive Top-hat Filter based on Quantum Genetic Algorithm for Infrared Small Target Detection. Multimedia Tools and Applications, 2017, in press.(SCI, EI, JCR四区)
[6] Weihua Ou, Qiao Liu, Xiao Ma, and Quan Zhou. Object tracking based on online representative sample selection via non-negative least square. Multimedia Tools and Applications, 2017, in press.(SCI, EI, JCR四区)
[7] Qiao Liu, Xiao Ma, Weihua Ou, and Quan Zhou. Visual object tracking with online sample selection via lasso regularization. Signal, Image and Video Processing, 2017, in press.(SCI, EI, JCR四区)
[8] Shu Cai, Quan Zhou, and Hongbo Zhu. A Sum-of-Squares and Semidefinite Programming Approach for Maximum Likelihood DOA Estimation. Sensors, 16(12): 2191-2204, 2016.(SCI, EI, JCR二区)
[9] Quan Zhou, Baoyu Zheng, Weiping Zhu, and Longin Jan Latecki. Multi-scale context for scene labeling via flexible segmentation graph. Pattern Recognition, 59(2016): 312-324, 2016. (SCI/EI检索, JCR二区, SCI号: 000383007800028, EI号: 20162602542149)
[10] Quan Zhou, Shafiq ur Rehman, Yu Zhou, and Baoyu Zheng. Face recognition using dense SIFT feature alignment. Chinese Journal of Electronics, 25(6): 1034-1039, 2016. (SCI/EI检索, JCR四区)
[11] Quan Zhou. Object-based attention: saliency detection using the contrast via background prototypes. Electronics Letters, 50(14): 997-999, 2014. (SCI/EI检索, JCR三区, SCI号: 000340241200018, EI号: 20142817928661)
[12] Quan Zhou, Jun Zhu and Wenyu Liu. Learning dynamic and hybrid markov random field for image labeling. IEEE Transactions on Image Processing, 22(6): 2219-2232, 2013. (SCI/EI检索, JCR二区, SCI号: 000318477500010, EI号: 20131516195832)
[13] Yu Min Hu, Quan Zhou, Guang Wei Gao, Zhi Jun Yao, Wei Hua Ou, and Longin Jan Latecki. Robust background exclusion for salient object detection. in Proceeding of International Conference on Wireless Communication and Signal Processing, 2016, pp. 1-5 (EI检索)
[14] Jun Zhu, Quan Zhou, Weijia Zou, Rui Zhang, and Wenjun Zhang. A generalized pyramid matching kernel for human action recognition in realistic videos. Sensors, 13(11): 14398-14416, 2013.(SCI/EI检索, JCR二区)
[15] Zhi Jun Yao, Quan Zhou, Xiao Fei Yang, Chun Hua Yang, and Zhong Yuan Lai. Quadrants Histogram Equalization with a Clipping Limit for image enhancement. in Proceeding of International Conference on Wireless Communication and Signal Processing, 2016, pp. 15-20 (EI检索)
[16] Guang Wei Gao, Quan Zhou, Song Song Wu, and Dong Yue. Locality-constrained matrix regression for position-patch based face hallucination. in Proceeding of IEEE International Conference on Image Processing, 2016, pp:419-423.
[17] Guang Wei Gao, Xiao Yuan Jing, Pu Huang, Quan Zhou, Song Song Wu, and Dong Yue. Locality-constrained double low-rank representation for effective face hallucination. IEEE Acess, 2016, accepted. (SCI/EI检索, JCR四区)
[18] Quan Zhou, Nianyi Li, Jianxin Chen, Shu Cai, and Longin Jan Latecki. Salient object detection via background contrast. IEEE International Conference on Acoustics, Speech, and Signal Processing, pp:1463-1467, Brisbane, Australia, 2015. (EI检索, EI号:20154501510163)
[19] Quan Zhou, Shu Cai, Shaojun Zhu, and Baoyu Zheng. Salient object detection using window mask transferring with multi-layer background contrast. Asian Conference on Computer Vision, pp:1418-1441, Singapore, 2014. (SCI 检索, SCI号: 000362446900015)
[20] Quan Zhou, Ji Chen, Shiwei Ren, Yu Zhou, Jun Chen, and Wenyu Liu. On contrast combinations for visual saliency detection. IEEE International Conference on Image Processing, pp:2665-2669, Melbourne, Australia, 2013. (SCI/EI检索, SCI号: 000351597602157, EI号: 20141117461844)
[21] Quan Zhou, Nianyi Li, Yi Yang, Pan Chen, and Wenyu Liu. Corner-surround contrast for saliency detection. IEEE International Conference on Patten Recognition, pp:1318-1321, Tuskuba Science City, Japan, 2012. (SCI/EI检索, SCI号: 000343660601128, EI号: 20131016091861)
[22] Quan Zhou, Canxiang Yan, Yinyin Zhu, Xiang Bai, and Wenyu Liu. Image labeling by multiple segmentation. IEEE International Conference on Image Processing , pp: 3129-3123, Brussels, Belgium, 2011. (SCI/EI检索, SCI号: 000298962503066, EI号:20120514730386)
[23] Quan Zhou, and Wenyu Liu. Inference scene labeling by incorporating object detection with explicit shape model. Acian Conference on Computer Vision, pp:382-395, Queestwon, New Zealand, 2010. (SCI/EI检索, SCI号: 000298617700030, EI号: 20111113750358)
[24] Jun Zhu, Quan Zhou, Weijia Zou, Rui Zhang, and Wenjun Zhang. A generalized pyramid matching kernel for human action recognition in realistic videos. Sensors, 13(11): 14398-14416, 2013. (SCI/EI检索, JCR三区, SCI号: 000330321100008, EI号: 20134416938621)
[25] 周全,魏昕,陈建新,郑宝玉. 基于SIFT特征对齐的人脸识别算法.《电子与信息学报》, 37(8):1913-1919, 2015. (EI检索, EI号: 20153401195817)
[26] 周全,王磊,周亮,郑宝玉.基于上下文的图像标注. 《自动化学报》, 12(40):2944-2949, 2014. (EI检索, EI号: 20150400441387)
[27] Quan Zhou and Liang Zhou. Compressive sensing for video coding: a brief overview. IEEE COMSOC MMTC E-Letter, 9(2): 20-22, 2014.

3 申请专利列表
[1] 一种基于局部和全局对比度的显著性检测方法. 申请专利号: CN 201510869726.3, 排名: 1.
[2] 一种基于t混合因子分析的分布式手写数字识别方法. 申请专利号: CN 201510415750.X, 排名: 3.
[3] 传感器网络中基于混合因子分析模型的分布式聚类方法. 申请专利号: CN 201510414218.6, 排名: 3.
[4] 一种视频监控场景中的行为分析方法. 申请专利号: CN 201710291009.6, 排名: 2.


4 学术服务
4.1 学术兼职
[1] IEEE计算机协会会员, 2013 - present
[2] IEEE信号处理协会会员, 2013 - present
[3] CCF计算机协会会员, 2014 - present
[4] 江苏省计算机学会图形图像专业委员会委员, 2016 - present
[5] 江苏省自动化学会模式识别专业委员会委员, 2016 - present

4.2 SCI国际期刊(客座)编辑
[1] Multimedia Tools & Applications
[2] ACM/Springer Mobile Networks & Applications
[2] Optics & Laser Technology

4.3 国际会议技术委员会成员
[1] 受邀研讨会主席,亚太模式识别会议,南京,中国,2017.
[2] 受邀技术委员会成员,国际神经信息处理会议,广州,中国,2017.
[3] 受邀技术委员会成员,国际无线和移动通信会议,瓦伦西亚,西班牙,2017.
[4] 受邀技术委员会主席,国际人工智能和机器人论坛,北九州,日本,2017.
[5] 受邀技术委员会主席,国际机器人传感网络论坛,北九州,日本,2017.
[6] 受邀技术委员会成员,国际信号与系统大会,巴厘岛,印度尼西亚,2017.
[7] 受邀技术委员会成员,亚太通信大会,日惹,印度尼西亚,2016.
[8] 受邀技术委员会成员,国际信息系统与人工智能大会,香港,中国,2016.
[9] 受邀技术委员会成员,国际无线通信与移动计算大会,帕福斯,塞浦路斯,2016.
[10] 受邀大会主席,IEEE国际无线通信与信号处理大会,扬州,中国,2016.
[11] 受邀分会主席,IEEE国际无线通信与信号处理大会,合肥,中国,2014.

4.4 学术期刊审稿人
[1] IEEE Transactions on Multimedia
[2] IEEE Transactions on Image Processing
[3] IEEE Transactions on Cybernetics
[4] IEEE Transactions on Circuits and Systems for Video Technology
[5] IEEE Transactions on Signal Processing
[6] IEEE Signal Processing Letters
[7] Pattern Recognition
[8] Journal of Franklin Institute
[9] ETRI Journal
[10] Neurocomputing
[11] Multimedia Tools and Applications
[12] Mobile Networks and Applications
[13] International Journal of Ad Hoc and Ubiquitous Computing
[14] KSII Transactions on Internet and Information Systems
[15] 计算机学报

联系方式 

移动电话:15861815364
单位电话:025-83492420
住宅电话:
Email   :quan.zhou@njupt.edu.cn

备注