制服诱惑

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教师名录

制服诱惑 师资队伍 / 教师名录 / 计算机 / 正文

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姓名:赵杰煜      职称: 教授
联系方式: [email protected]
研究方向: 深度学习、图像图形技术,主要从事三维图像信息处理、深度学习模型与算法、自然人机交互、计算机视觉的研究,以及这些技术在工业和环境保护中的应用。

近五年主要科研成果:

一、学术论文:

[1] J. Chen, Y. Chen, J. Zhao, C. Ma,  A Discrete Index Graph Diffusion Model for 3D Meshes Synthesis, IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT.2025.3545657,  Feb. 2025  (Early Access, SCI, JCR1区, IF:8.4)

[2] C. Ma , J. Zhao* and J. Chen,  DehazeGS: 3D Gaussian Splatting for Multi-Image Haze Removal, IEEE Signal Processing Letters, Vol. 32, 736 - 740, Jan. 2025

[3] M. Xie, J. Zhao*, K. Shen, A Novel SO(3) Rotational Equivariant Masked Autoencoder for 3D Mesh Object Analysis, IEEE Transactions on Circuits and Systems for Video Technology, Vol.35, No.1, 329–342, DOI: 10.1109/TCSVT.2024.3465041, Jan. 2025  (SCI, JCR1区, IF:8.4)

[4] H. Chen, J. Zhao*, K. Chen, Y. Chen. Self-supervised Rotation-equivariant Spherical Vector Network for Learning Canonical 3D Point Clouds Orientation[J]. Engineering Applications of Artificial Intelligence, Vol.128, 107529, //doi.org/10.1016/j.engappai.2023.10752 , Mar. 2024  (SCI, JCR 2区, IF:8.0)

[5] H. Chen, J. Zhao*. 3D Mesh Classification and Panoramic Image Segmentation Using Spherical Vector Networks with Rotation-equivariant Self-Attention Mechanism, Journal of King Saud University - Computer and Information Sciences, 35(5),101546, May 2023,  ISSN:1319-1578,   (SCI, JCR 2区, IF:8.839 )

[6] X. Ye, J. Zhao*, Graph Convolutional Network With Unknown Class Number,IEEE Transactions on Multimedia, Vol.25, 4800-4813,  DOI: 10.1109/TMM.2022.3183401.     2023  (SCI/IF:7.3)

[7] F. Zhang, J. Zhao*, X. Ye, and H. Chen, One-Step Adaptive Spectral Clustering Networks, IEEE Signal Processing Letters,Vol. 29, 2263-2267, Nov. 2022

[8] Y. Chen*, J. Zhao*, L. Huang, H. Chen, 3D Mesh Transformer: A Hierarchical Neural Network with Local Shape Tokens, Neurocomputing, 514, 328-340, Dec. 2022 (SCI, JCR 2区)

[9] Y. Chen, J. Zhao*, C. Shi, and D. Yuan, Mesh Convolution: A Novel Feature Extraction Method for 3D Non-Rigid Objects Classification, IEEE Transactions on Multimedia, Vol.23, 3098-3111, Sept. 2021 (SCI/IF:6.513)   DOI: 10.1109/TMM.2020.3020693

X. Ye, J. Zhao*, Y. Chen, and L. Guo, Bayesian Adversarial Spectral Clustering with Unknown Cluster Number, IEEE Transactions on Image Processing, Vol.29, 8506-8518, September 2020 (SCI/IF:9.34)

二、项目课题:

[1] 《结合DPMM的三维等变自监督深度学习网络》,国家自然科学基金面上项目 (62471266), 49万, 2025.01-2028.12, 主持

[2] 《基于多尺度多模态融合的快速三维重建及语义标注关键技术研究》,宁波市科技计划重点项目(2023Z224),40万,2023.06-2026.05,主持(第二承担单位)

[3] 《一种新型三维自监督深度学习网络》,浙江省自然科学基金重点项目(LZ22F020001),30万,2022.01-2024.12,主持

[4] 《面向三维形变目标的矢量型深度卷积网络研究》,国家自然科学基金面上项目(62071260),64.8万,2021.01-2024.12,主持

[5] 《基于内蕴特征的三维形变目标聚类分析》,浙江省自然科学基金重点项目(LZ16F030001),30万,2016.01-2019.12,主持

[6] 《三维形变目标内蕴特征提取与聚类分析》,国家自然科学基金面上项目(61571247),77.352万,2016.01-2019.12,主持

三、获奖情况: