万俊

发布者:陈溪发布时间:2022-03-28浏览次数:2965

姓名: 万俊

                                                                     

籍贯: 安徽安庆

系: 信息系

民族: 汉                                                                

E-mailjunwan2014@whu.edu.cn


学术主页:

谷歌学术: https://xs.lsqwl.org/citations?user=HETuoUQAAAAJ&hl=zh-CN&oi=sra

Dblp: https://dblp.uni-trier.de/pid/69/6563.html

Github: https://github.com/junwan2014



研究方向:计算机视觉、机器学习、深度学习、人脸对齐、图文字幕生成

讲授课程:数据结构


硕士招生:

学术型硕士:管理科学与工程,计算机科学与技术

专业硕士:电子信息

为学生配备计算机视觉工作站进行科学研究,请有意向的同学尽早联系,复试录取之后即可申请进入项目组学习。



个人简介:20196月博士毕业于武汉大学计算机学院,20197月到202110月在深圳大学计算机与软件学院进行博士后研究。202111月至今在奔驰彩票计划担任年薪制副教授,IEEE会员,CCF会员。在国内外顶级会议和期刊上经发表论文三十余篇,其中包括IEEE TIPIEEE TNNLSIEEE TCYB, IEEE TKDE, IEEE TFSNeural Networks, Pattern Recognition, Information Science, Information Processing and Management 计算机学报和电子学报等。主持项目三项,其中国家自然科学基金青年基金一项,广东省自然科学基金一项和中国博士后基金一项。


项目组与武汉大学,深圳大学常年合作,招收对深度学习和计算机视觉技术感兴趣的学生,欢迎编程能力和数学成绩优秀的各年级学生参与课题研究。一经录取,你将得到一流的学术指导或真实项目锻炼机会。成果优秀者可推荐至武汉大学、深圳大学和国外名校攻读博士学位,或进入腾讯、字节跳动等公司工作。


学生要求:态度第一!兴趣第一!努力第一!


主持项目:

1. 国家自然科学基金青年基金(2021.01-2023.12)-基于高阶信息的热力图回归人脸特征点检测-62002233-24 万元

2. 广东省自然科学基金(2020.01-2022.12)-基于热力图回归的无约束人脸对齐算法研究-2019A1515111121-10 万元

3. 中国博士后基金-基于高阶信息的无约束人脸对齐算法-2020M672802-8 万元


专利:

1. 李晶,万俊,常军,吴玉佳,肖雅夫 -一种基于由粗到细脸部形状估计的人脸对齐方法 (CN108446672B )-2018

2. 周杰,高灿,万俊 -材质分类方法、装置、电子设备及存储介质 (CN114677539A)-2022


学术论文:

2023

1. J Wan, H Xi, J Zhou, Z Lai, W Pedrycz, X Wang, H Sun. Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network. IEEE Transactions on Cybernetics. (online). (CCF B 类期刊, 中科院一区,JCR 一区,top 期刊,影响因子:19.118).

2. J Zhou, W Pedrycz, J Wan, C Gao, ZH Lai, X Yue. Low-Rank Linear Embedding for Robust Clustering. IEEE Transactions on Knowledge and Data Engineering. (online). (CCF A 类期刊, 中科院二区,JCR 一区,top 期刊,影响因子:9.235, 通讯作者).

3. Z Zhang, J Wan, M Zhou, Z Lai, G. Chen, H. Liao. Temporal Burstiness and Cooperative Camouflage Aware Review Fraud Detection. Information Processing and Management. (online). (CCF B 类期刊, 中科院一区,JCR 一区,top 期刊,影响因子:7.466).

4. H Sun, Y Zhang, P Chen, Z Dan, S Sun, J Wan, W Li. Scale-free heterogeneous cycleGAN for defogging from a single image for autonomous driving in fog. Neural Computing and Applications. (online). (CCF C 类期刊, 中科院二区,JCR 一区,影响因子:5.102).

 

2022

1. Jun Wan, Zhihui Lai, Jing Li, Jie Zhou, Can Gao: Robust Facial Landmark Detection by Multiorder Multiconstraint Deep Networks. IEEE Trans. Neural Networks Learn. Syst. 33(5): 2181-2194 (2022). (CCF B 类期刊, 中科院一区,JCR 一区,top 期刊,影响因子:14.255).

2. Zheng Zhang, Jun Wan, Ming-Yang Zhou, Kezhong Lu, Guoliang Chen, Hao Liao: Information diffusion-aware likelihood maximization optimization for community detection. Inf. Sci. 602: 86-105 (2022). (CCF B 类期刊, 中科院一区,JCR 一区,top 期刊,影响因子:8.233).

3. Zou Yang, Xiongkai Shao, Jun Wan, Rong Gao, Zhihui Lai: Mixed attention hourglass network for robust face alignment. Int. J. Mach. Learn. Cybern. 13(4): 869-881 (2022). (中科院三区,JCR 一区,影响因子:4.377, 通讯作者).

4. Jie Zhou, Witold Pedrycz, Can Gao, Zhihui Lai, Jun Wan, Zhong Ming: Robust Jointly Sparse Fuzzy Clustering With Neighborhood Structure Preservation. IEEE Trans. Fuzzy Syst. 30(4): 1073-1087 (2022). (CCF B 类期刊, 中科院一区,JCR 一区,top 期刊,影响因子:12.253).

5. Jinyan Ma, Jing Li, Bo Du, Jia Wu, Jun Wan, Yafu Xiao: Robust face alignment by dual-attentional spatial-aware capsule networks. Pattern Recognit. 122: 108297 (2022). (CCF B 类期刊, 中科院一区,JCR 一区,top 期刊,影响因子:8.518).

6. Xianxu Hou, Xiaokang Zhang, Hanbang Liang, Linlin Shen, Zhihui Lai, Jun Wan: GuidedStyle: Attribute knowledge guided style manipulation for semantic face editing. Neural Networks 145: 209-220 (2022). (CCF B 类期刊, 中科院二区,JCR 一区,top 期刊,影响因子:9.657).

7. Can Gao, Yong Li, Jie Zhou, Witold Pedrycz, Zhihui Lai, Jun Wan, Jianglin Lu: Global structure-guided neighborhood preserving embedding for dimensionality reduction. Int. J. Mach. Learn. Cybern. 13(7): 2013-2032 (2022). (中科院三区,JCR 一区,影响因子:4.377).

 

2021

1. Jun Wan, Zhihui Lai, Jun Liu, Jie Zhou, Can Gao: Robust Face Alignment by Multi-Order High-Precision Hourglass Network. IEEE Trans. Image Process. 30: 121-133 (2021). (CCF A 类期刊, 中科院一区,JCR 一区,top 期刊,影响因子:11.041).

2. Jun Wan, Zhihui Lai, Linlin Shen, Jie Zhou, Can Gao, Gang Xiao, Xianxu Hou: Robust facial landmark detection by cross-order cross-semantic deep network. Neural Networks 136: 233-243 (2021). (CCF B 类期刊, 中科院二区,JCR 一区,top 期刊,影响因子:9.657).

3. Jinheng Xie, Jun Wan, Linlin Shen, Zhihui Lai: Think About Boundary: Fusing Multi-level Boundary Information for Landmark Heatmap Regression. IJCNN 2021: 1-8. (CCF C类会议).

4. Can Gao, Jie Zhou, Duoqian Miao, Xiaodong Yue, Jun Wan: Granular-conditional-entropy-based attribute reduction for partially labeled data with proxy labels. Inf. Sci. 580: 111-128 (2021). (CCF B 类期刊, 中科院一区,JCR 一区,top 期刊,影响因子:8.233).

5. Jie Zhou, Witold Pedrycz, Xiaodong Yue, Can Gao, Zhihui Lai, Jun Wan: Projected fuzzy C-means clustering with locality preservation. Pattern Recognit. 113: 107748 (2021). (CCF B 类期刊, 中科院一区,JCR 一区,top 期刊,影响因子:8.518).

6. Xiaoqian Yue, Jing Li, Jia Wu, Jun Chang, Jun Wan, Jinyan Ma: Multi-task adversarial autoencoder network for face alignment in the wild. Neurocomputing 437: 261-273 (2021). (CCF C 类期刊, 中科院二区,JCR 一区,top 期刊,影响因子:5.779).

7. Yifei Zhou, Jing Li, Jun Chang, Yafu Xiao, Jun Wan, Hang Sun: Siamese Guided Anchoring Network for Visual Tracking. IJCNN 2021: 1-8. (CCF C类会议).

 

2020

1. Jun Wan, Jing Li, Zhihui Lai, Bo Du, Lefei Zhang: Robust face alignment by cascaded regression and de-occlusion. Neural Networks 123: 261-272 (2020). (CCF B 类期刊, 中科院二区,JCR 一区,top 期刊,影响因子:9.657).

2. Haosheng Su, Zhihui Lai, Ning Liu, Jun Wan: Nuclear-Norm-Based Jointly Sparse Regression for Two-Dimensional Image Regression. PRCV (3) 2020: 355-368. (会议).

3. Zhenyang Su, Jing Li, Jun Chang, Chengfang Song, Yafu Xiao, Jun Wan: Learning spatial-temporally regularized complementary kernelized correlation filters for visual tracking. Multim. Tools Appl. 79(33-34): 25171-25188 (2020). (中科院四区,JCR 一区,影响因子:2.577).

 

2019及以前

1. Jun Wan, Jing Li, Jun Chang, Yujia Wu, Yafu Xiao, Xuefei Li, Hao Zheng: Face alignment by Component Adaptive Mechanism. Neurocomputing 329: 227-236 (2019). (CCF C 类期刊, 中科院二区,JCR 一区,top 期刊,影响因子:5.779).

2. 万俊, 李晶, 常军, 吴玉佳, 肖雅夫, ‘‘基于局部形状组合模型的人脸对齐, 计算机学报, 2018, 41, 9, pp. 2162-2174. (CCF A 类期刊(中文)).

3. Jun Wan, Jing Li, Jun Chang, Yujia Wu, Yafu Xiao, “Face Alignment by Coarse-to-Fine Shape Estimation, 电子学报英文版, 2018, Vol 27, no. 6, pp. 1183-1191. (国内顶级期刊).