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更新时间:2022.06.23
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白琮

| 博士 副教授 博士生导师

单位:

职务: 院党委委员

研究方向:

办公地址: 计算机大楼D323

办公电话:

电子邮箱: congbai@zjut.edu.cn

  • 个人简介

    白琮,博士,浙江工业大学计算机科学与技术学院,副教授,博士生导师。浙江省杰出青年基金获得者。在国内外知名学术期刊或会议上发表论文60余篇,以第一作者或是通信作者在IEEE Transaction on Geoscience and Remote Sensing, IEEE Transaction on Neural Network and Learning System, IEEE Transactions on Cybernetics, IEEE Transaction on Multimedia 等领域内的权威期刊发表论文10余篇,其中ESI高被引论文1,《软件学报》2019年和2020年高影响力论文各1篇。4次获得国际/国内知名学术会议的最佳/优秀论文奖。担任Elsevier旗下SCI期刊《Displays》的编委会委员。


    教育经历:

    2009.9~2013.3     法国雷恩国立应用科学学院(INSA Rennes) 信号与图像处理专业       工学博士

    2006.9~2009.3     上海大学                 电路与系统            工学硕士

    1999.9~2003.7     山东大学                  电子信息工程           工学学士


    学术兼职: 

    Displays An Elsevier journal indexed by SCIEditorial Board Member  

    程序委员会委员ACMMM Asia 2019 ACM MM 2018 MIPR 2020, 2018,  PCM 2018

    权威期刊审稿人:IEEE TNNLSIEEE TMM Pattern Recognition Neurocomputing

    中国计算机学会会员、多媒体专委会委员

    中国人工智能学会会员、智慧医疗专委会委员

    中国图形图像学会会员、多媒体专委会委员

    浙江省计算机学会数字媒体技术专委会委员




  • 育人成果

    指导在读硕士研究生十五名,博士研究生三名,毕业研究生十名。

    2022级硕士生:严涵婷,潘建成,何波贤,蒋悦,张晗奕,方靖

    2022级博士生:陶健

    2021级硕士生:欧阳鹏翔,孙泓迪,赵董孝元,蔡志鹏,潘莹莹

    2020级硕士生:郑安琪(研究生国奖),孙丰,张晓青,李雅丽

    2019级硕士生:顾婷菲(浙商银行),曾超(研究生国奖,Zoom),张敏靖(研究生国奖,丽水市特种设备检测院),黄诚(硕博连读)

    2018级硕士生:李宏凯(研究生国奖,腾讯),黄远(浙商银行)

    2017级硕士生:陈健(研究生国奖,浙商银行)

    2016级硕士生:黄玲(研究生国奖,法国UTC读博)

    2015级硕士生:陈佳楠(研究生国奖,法国INSA Rennes读博)

    2014级硕士生:邹祎杰(爱立信)

    2013级博士生:马青(浙江工业大教师)

    在课题组待过的本科生:

    2018级:查志伟(本科生国奖,保研复旦大学),徐逸伦(保研浙江大学)

    2017级:周鹏飞(本科生国奖,保研中科院计算所)

    2016级:朱赟(保研浙江大学),郑安琪(保研本校),许柏舟( UC San Diego 读研)

    2015级:路彭悦(本科生国奖,保研华东师范大学)

    2014级:傅宇倩(本科生国奖,保研复旦大学)


    做为指导教师指导过以下课外科技:

    2020年 第十一届中国大学生服务外包创新创业大赛 全国二等奖

    2019年 国家级大学生创新创业训练计划立项并顺利结题

    2019年 浙江省新苗人才计划立项并顺利结题

    2016年 浙江省大学生服务外包创新应用大赛  省二等奖

    2015年 国家级大学生创新创业训练计划立项并顺利结题






  • 科研项目

    1. 国家自然科学基金区域创新发展联合基金重点项目,白内障显微手术机器人影像处理与自主导航关键问题研究,2021.1-2024.12,主持。

    2. 浙江省自然科学基金杰出青年基金项目,多媒体内容理解与检索,2021.1~2023.12,主持。

    3. 国家自然科学基金面上项目,面向图像检索的无监督深度特征学习方法研究, 2020.01~2023.12,主持。

    4. 国家自然科学基金辽宁联合基金重点项目,多元医学影像数据智能分析交换技术与系统应用,2020.01~2023.12,合作单位负责人。

    5. 国家重点研发计划政府间国际科技创新合作重点专项,基于气象卫星影像的典型灾害天气智能解译关键技术研究与应用示范,2020.01~2022.12,合作单位负责人。

    6国家自然科学基金青年科学基金项目,基于内容的图像检索中语义特征表示及语义融合,2016.01~2018.12,主持。

    7. 浙江省自然科学基金面上项目,面向语义图像检索的深度卷积神经网络优化研究, 2018.01~2020.12,主持。

    8. 浙江省自然科学基金面上项目,基于显著性模型的语义图像检索,2015.01~2017.12,主持。


  • 科研成果

    文章与专利列表

    期刊文章:

    [1]    

    [1]      P. Zhou, K. Ying, Z. Wang, D. Guo and C. Bai*, Self-Supervised Enhancement for Named Entity Disambiguation via Multimodal Graph Convolution, in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2022.3173179.

    [2]     S. Chan, J. Tao, X. Zhou, C. Bai and X. Zhang, Siamese Implicit Region Proposal Network With Compound Attention for Visual Tracking, in IEEE Transactions on Image Processing, vol. 31, pp. 1882-1894, 2022

    [3]        C. Bai, C. Zeng, Q. Ma and J. Zhang*, Graph Convolutional Network Discrete Hashing for Cross-Modal Retrieval, in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2022.3174970.

    [4]        P Zhou, C Bai*, Jie Xia, SY Chen, “CMRDF: A Real-Time Food Alerting System Based on Multimodal Data”, in IEEE Internet of Things Journal, vol. 9, no. 9, pp. 6335-6349, 2022

    [5]        Y. Li, Y. Chen, K. Zhu, C. Bai and J. Zhang, An effective federated learning verification strategy and its applications for fault diagnosis in industrial IOT systems, in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2022.3153343.

    [6]        C Bai, F Sun, J Zhang*, Y Song, SY Chen, Rainformer: Features Extraction Balanced Network for Radar-Based Precipitation Nowcasting”, IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, Art no. 4023305, doi: 10.1109/LGRS.2022.3162882.

    [7]        C Huang, C Bai*, S Chan, J Zhang, “MMSTN: A Multi‐Modal Spatial‐Temporal Network for Tropical Cyclone Short‐Term Prediction”, Geophysical Research Letters 49 (4), e2021GL096898

    [8]        C Bai, Anqi Zheng, Yuan Huang, Xiang Pan, Nan Chen, “Boosting Convolutional Image Captioning with Semantic Content and Visual Relationship”, Displays, 2021, 102069, doi: 10.1016/j.displa.2021.102069.

    [9]        C Bai, M Zhang, J Zhang*, J Zheng, SY Chen, “LSCIDMR: Large-scale Satellite Cloud Image Database for Meteorological Research”, IEEE Transactions on Cybernetics, 10.1109/TCYB.2021.3080121

    [10]     L Huang, C Bai*, Y Lu, S Zhang, SY Chen, “Unsupervised adversarial image retrieval”, MULTIMEDIA SYSTEMS, 10.1007/s00530-021-00866-7

    [11]     J Zhang, Y Yang, Z Jia, C Bai*, “Superresolution imaging with a deep multipath network for the reconstruction of satellite cloud images”. Earth and Space Science, 8, e2020EA001559. https://doi.org/10.1029/2020EA001559

    [12]     C Bai, H LI, J Zhang*, L Huang, L Zhang, “Unsupervised Adversarial Instance-level Image Retrieval, IEEE Transaction On Multimedia, vol. 23, pp. 2199-2207, 2021

    [13]     顾婷菲,郝鹏翼,白琮,柳宁,“结合多通道注意力的糖尿病性视网膜病变分级”,中国图象图形学报,2021, 26 (7)

    [14]     曾超,白琮,马青,“基于对抗投影学习的跨模态哈希检索”,计算机辅助设计与图形学学报, 2021, 32(6)

    [15]     X Wang, LWang, X Zhong, C Bai, X Huang et al. “PaI-Net: A modified U-Net of reducing semantic gap for surgical instrument segmentation”, IET Image Process. 2021; 15: 2959– 2969.

    [16]     J Zheng, Y Feng, C Bai*, J Zhang, “Hyperspectral Image Classification Using Mixed Convolutions and Covariance Pooling”, IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 1, pp. 522-534, Jan. 2021  

    [17]     陈健,白琮*,马青,郝鹏翼,陈胜勇,面向细粒度草图检索的对抗训练三元组网络”, 软件学报, 2020, 31(7)

    [18]     张敏靖,白琮*,张敬林,郑建炜,“基于对抗和迁移学习的灾害天气卫星云图分类”,北京航空航天大学学报,2021,47(3)

    [19]     黄远,白琮*,李宏凯,张敬林,陈胜勇,基于条件生成对抗的图像描述生成方法”, 计算机辅助设计与图形学学报, 2020, 32(6)

    [20]     C Bai, J Chen, Q Ma*, P Hao, SY Chen, Cross-domain representation learning by domain-migration generative adversarial network for sketch based image retrieval”,Journal of Visual Communication and Image Representation, vol.71, 2020, 102835

    [21]     P Hao, X Gao, Z Li, J Zhang*, F Wu, C Bai, “Multi-branch Fusion Network for Myocardial Infarction Screening from 12-lead ECG Images”, Computer Methods and Programs in Biomedicine, Volume 184, 105286, 2020

    [22]     J Ren, Z Liu, X Zhou, C Bai, G Sun, “Co-saliency detection via integration of multi-layer convolutional features and inter-image propagation”, Neurocomputing, (371): 137-146, 2020

    [23]     P Hao, S Chokuwa, X Xie, F Wu, J Wu, C Bai*, Skeletal bone age assessments for young children based on regression convolutional neural networks, Mathematical Biosciences and Engineering, 16(6): 6454-6466, 2019

    [24]     Q Ma, C Bai*, J Zhang, Z Liu, S Chen,Supervised learning based discrete hashing for image retrieval, Pattern Recognition 92, 156-164, 2019

    [25]     J Zheng, K Lou, X Yang*, C Bai*, J Tang,  Weighted Mixed-Norm Regularized Regression for Robust Face Identification , IEEE transactions on neural networks and learning systems,vol. 30, no. 12, pp. 3788-3802, 2019.

    [26]     C Bai, L Huang, X Pan, J Zheng, S Chen, Optimization of deep convolutional neural network for large scale image retrieval, Neurocomputing 303, 60-67, 2018

    [27]     白琮,黄玲,陈佳楠,潘翔,陈胜勇, “面向大规模图像分类的深度卷积神经网络优化”, 软件学报, 2018,29(4):1029-1038.

    [28]     C Bai, J Chen, L Huang, K Kpalma, S Chen, Saliency-based multi-feature modeling for semantic image retrieval, Journal of visual communication and image representation 50, 199-204, 2018

    [29]     J Ren, Z Liu, X Zhou, G Sun, C Bai, Saliency integration driven by similar images, Journal of Visual Communication and Image Representation 50, 227-236, 2018

    [30]     L Ye, Z Liu, L Li, L Shen, C Bai, Y Wang, Salient object segmentation via effective integration of saliency and objectness, IEEE Transactions on Multimedia 19 (8), 1742-1756, 2017

    [31]     J Zhang, C Bai, JF Nezan, JG Cousin, Joint motion model for local stereo video-matching method, Optical Engineering 54 (12), 123108, 2015

    [32]     C Bai, J Zhang, Z Liu, WL Zhao, K-means based histogram using multiresolution feature vectors for color texture database retrieval, Multimedia Tools and Applications 74 (4), 1469-1488, 2015

    [33]     W Zou, C Bai, K Kpalma, J Ronsin, Online glocal transfer for automatic figure-ground segmentation, IEEE transactions on image processing 23 (5), 2109-2121, 2014

    C Bai, W Zou, K Kpalma, J Ronsin, Efficient colour texture image retrieval by combination of colour and texture features in wavelet domain, Electronics letters 48 (23), 1463-1465, 2012


    会议论文:

    [1]        B Ye, S Mao, P Hao, W Chen, C Bai. Community Enhanced Course Concept Recommendation in MOOCs with Multiple Entities. In: Knowledge Science, Engineering and Management. KSEM 2021. Lecture Notes in Computer Science, vol 12816. Springer, Cham. https://doi.org/10.1007/978-3-030-82147-0_23

    [2]        P Hao, X Xie, T Han, and C Bai. Overlap classification mechanism for skeletal bone age assessment. Proceedings of the 2nd ACM International Conference on Multimedia in Asia. Association for Computing Machinery, Article 33, 1–7. DOI: 10.1145/3444685.3446286

    [3]        C Huang, S Chan, C Bai*, W Ding, J Zhang*. Tropical Cyclones Tracking Based on Satellite Cloud Images: Database and Comprehensive Study. International Conference on Multimedia Modeling 2021

    [4]        P Zhou, C Bai*, K Ying, J Xia and Lixin Huang, “ RWMF: A Real-World Multimodal Foodlog Database”, 2020 25th International Conference on Pattern Recognition (ICPR), 2021, pp. 962-968

    [5]        J Chen, L Zhang, C Bai* and K Kpalma, Review of Recent Deep Learning Based Methods for Image-Text Retrieval, 2020 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR), 2020, pp. 167-172, doi: 10.1109/MIPR49039.2020.00042.

    [6]        C Bai, Chao Zeng, Qing Ma, Jinglin Zhang, and Shengyong Chen, “Deep Adversarial Discrete Hashing for Cross-Modal Retrieval”, Proceedings of the 2020 International Conference on Multimedia Retrieval (ICMR ’20). Association for Computing Machinery, New York, NY, USA, 525–531.

    [7]        H Li, C Bai*, L Huang, Y Jiang, S Chen, “Instance Image Retrieval with Generative Adversarial Training”, International Conference on Multimedia Modeling, 381-392, 2020

    [8]        P Hao, E Manhando, T Ye, C Bai*, “Video Summarization based on Sparse Subspace Clustering with Automatically Estimated Number of Clusters”, Proceedings of the ACM Multimedia Asia, 1-6, 2019

    [9]        Y Fu, C Wang, Y Fu, YX Wang, C Bai, X Xue, YG Jiang, “Embodied One-Shot Video Recognition: Learning from Actions of a Virtual Embodied Agent”, Proceedings of the 27th ACM International Conference on Multimedia, 411-419, 2019

    [10]     W Zhang, Q Zhang, J Cheng, C Bai, P Hao, “End-to-End Panoptic Segmentation with Pixel-Level Non-Overlapping Embedding”, 2019 IEEE International Conference on Multimedia and Expo (ICME), 976-981

    [11]    Pengfei Zhou, Cong Bai*, Jie Xia, ZJUTCVR Team at ImageCLEFlifelog2019 Lifelog Moment Retrieval Task, Working Notes of CLEF 2019, Lugano, Switzerland, September 9-12, 2019.

    [12]    L Huang, C Bai*, Y Lu, S Chen, Q Tian. Adversarial Learning for Content-Based Image Retrieval,  2019 IEEE Conference on Multimedia Information Processing and Retrieval, USA, March, 2019

    [13]    C Bai, J Chen, Q Ma, Z Liu, S Chen. Deep Residual Net Based Compact Feature Representation for Image Retrieval, Pacific Rim Conference on Multimedia, 737-747, 2018

    [14]    P Hao, Y Chen, S Chokuwa, F Wu, C Bai*. Skeletal Bone Age Assessment Based on Deep Convolutional Neural Networks, Pacific Rim Conference on Multimedia, 408-417, 2018

    [15]    J Chen, C Bai*, L Huang, Z Liu, S Chen, Visual Saliency Fusion Based Multi-feature for Semantic Image Retrieval, CCF Chinese Conference on Computer Vision, 126-136, 2017

    [16]    P Hao, E Manhando, C Bai*, Y Huang, Hierarchical Tree Representation Based Face Clustering for Video Retrieval, Pacific Rim Conference on Multimedia, 347-357, 2017

    [17]    JW Zheng, P Yang, S Fang, C Bai*,  Block Cluster Based Dictionary Learning for Image De-noising and De-blurring, Pacific Rim Conference on Multimedia, 818-826, 2017

    [18]    C Bai, J Chen, J Zhang, K Kpalma, J Ronsin. Sparse representation based histogram in color texture retrieval, Pacific Rim Conference on Multimedia, 55-64, 2016

    [19]    H Song, Z Liu, H Du, G Sun, C Bai, Saliency detection for RGBD images, Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 72-77, 2015

    [20]    W Lu, C Bai, K Kpalma, J Ronsin. Multi-object tracking using sparse representation, IEEE International Conference on Acoustics, Speech and Signal Processing, 2312-2316, 2013

    [21]    K Kpalma, C Bai, MMezouar, KBelloulata, N Taleb, LBelhallouche, D Boukerroui. A new histogram-based descriptor for images retrieval from databases, Advances in intelligent analysis of medical data and decision support systems, 101-112, 2013

    [22]    C Bai, K Kpalma, J Ronsin. Color textured image retrieval by combining texture and color features, Proceedings of the 20th European Signal Processing Conference (EUSIPCO), 170-174, 2012

    [23]    C Bai, K Kpalma, J Ronsin. Analysis of histogram descriptor for image retrieval in DCT domain, Intelligent Interactive Multimedia Systems and Services, 227-235, 2011

    授权发明专利

    1.   201910467500.9: 一种基于条件生成对抗网络的图像描述生成方法(第一发明人)

    2.   201810154813.4: 一种无监督对抗训练的基于内容的图像检索方法(第一发明人)

    3.   201910467500.9: 一种基于条件生成对抗网络的图像描述生成方法(第一发明人)

    4.   201811538815.X: 一种基于深度哈希学习优化的图像检索方法(第二发明人)

    5.   201710411668.9:一种面向图像分类的深度卷积神经网络优化方法(第一发明人)

    6.       201710411660.2:一种基于深度学习的快速图像分类方法(第一发明人)

    7.       200810200309.X: 在彩色视频图像中提取车辆的方法 (第一发明人)

    200810200310.2: 复杂场景中单个人脸的实时跟踪方法 (第二发明人


  • 获奖与荣誉

    综合获奖情况:

    2021.1    浙江工业大学研究生“我心目中的好导师”

    2020.10   浙江工业大学毕业设计优秀指导教师

    2020.1    浙江工业大学计算机学院优秀教师

    2020.1    浙江工业大学本科教学优课优酬

    2019.6    浙江工业大学校级优秀硕士学位论文指导教师

    2019.1    浙江工业大学计算机学院十佳党员

    2019.1    浙江工业大学本科教学优课优酬

    2018.10   浙江工业大学优秀班主任

    2018.1    浙江工业大学本科教学优课优酬

    2017.10   浙江工业大学毕业设计优秀指导教师

    2017.1    浙江工业大学计算机学院十佳党员

    2016.1    浙江工业大学计算机学院优秀教师

    2015.6    浙江工业大学计算机学院青年教师讲课比赛十佳

    2009.9~2013.3 国家留学基金委国家公派留学生奖学金 (UT-INSA项目)

    2008.12  上海市优秀学生

    2005.02  山东农业大学优秀班主任

    2007.05 上海大学社区优秀学生

    2007.07 上海大学优秀研究生党务工作者

    2007.12 上海大学优秀学生


    学术获奖

    2020.9  中国多媒体大会最佳墙报奖

    2019.10  IFTC 最佳论文奖

    2019.8  中国多媒体大会优秀论文奖

    2018.9  Pacific Rim Conference on Multimedia CCF C类会议)最佳审稿人奖

    2017.8  中国多媒体大会最佳Poster



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更新时间:2022.06.23
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