姓名: 万俊
籍贯: 安徽安庆
系: 信息系
民族: 汉
E-mail:junwan2014@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:2019年6月博士毕业于武汉大学计算机学院,2019年7月到2021年10月在深圳大学计算机与软件学院进行博士后研究。2021年11月至今在亚搏网站有保障担任年薪制副教授,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 TIP,IEEE TNNLS,IEEE TCYB, IEEE TKDE, IEEE TFS,Neural 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。憬玫揭涣鞯难踔傅蓟蛘媸迪钅慷土痘。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。>,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).