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崔嘉
发布于 2025-11-16 / 0 阅读

研究简介

崔嘉

副教授

电子邮箱：

cuijia1247@scut.edu.cn

联系方式：

13806416137

智能设计技术、人工智能算法 、衍生设计、设计计算与感知jia1247@scut.edu

具有计算机和设计双重研究背景，熟悉人工智能、机器学习领域算法研究，计算机视觉和智能设计技术；具有近而是年的CAD研发和ACIS开发经验；主要研究领域包括：

智能设计：深度学习和机器学习算法在设计领域中的应用、AIGC、参数化设计等

交互设计：基于Kinect、MYO、HTC VIVE等的人机交互；

衍生设计：基于民族风格的图案设计、推理与衍生；

设计意图与设计评价：设计思维的生成与衍变、设计特征表达、设计审美评估；

计算机视觉与设计学交叉研究方向

代表论文节选:

  1. J. Cui et al., Community Transferrable Representation Learning for Image Style Classification, ACM Transactions on Multimedia Computing, Communications and Applications, 2025.

  2. 申锦琛,黄蕊,蒋澈,等.面向风格扩散的共享特征学习算法[J].浙江大学学报(工学版),2025,59(07):1403-1410+1442.

  3. Q. SUN, J. CUI, and Z. GU, Exploring Sentence-Level Text-Font Retrieval via Contrastive Learning, IEICE Transactions on Information and Systems, p. 2024EDP7262, 2025

  4. J. Cui, H. Jiang, M. Qi, Z. Gu, and H. Lu, SMART: Supervised multi-class image retargeting generative model based on a long-range sampling strategy, Digital Signal Processing, vol. 154, p. 104659, 2024.

  5. Q. Sun, J. Cui, and Z. Gu, Extending CLIP for Text-to-font Retrieval, in Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024, pp. 1170-1174. 

  6. Cui, Jia, Mengwei Zang, Zhen Liu, Meng Qi, Rong Luo, Zhenyu Gu, and Hongju Lu. BIM Product Style Classification and Retrieval Based on Long-Range Style Dependencies. Buildings 13, no. 9 (2023): 2280.

  7. J. Cui et al., PortraitNET: Photo-realistic portrait cartoon style transfer with self-supervised semantic supervision, Neurocomputing, vol. 465, pp. 114-127, 2021.

  8. J. Cui, Q. Cai, H. Lu, Z. Jia, and M. Tang, Distortion-aware image retargeting based on continuous seam carving model, Signal Processing, vol. 166, p. 107242, 2020.

  9. J. Cui, Y. Zhao, X. Dong, and M. Tang, Unsupervised segmentation of multiview feature semantics by hashing model, Signal Processing, vol. 160, pp. 106-112, 2019/07/01/ 2019, doi: https://doi.org/10.1016/j.sigpro.2019.02.015.

  10. J. Cui and M.-X. Tang, Integrating shape grammars into a generative system for Zhuang ethnic embroidery design exploration, Computer-Aided Design, vol. 45, no. 3, pp. 591-604, 2013, doi: http://dx.doi.org/10.1016/j.cad.2012.08.002.

  11. J. Cui and M. X. Tang, Representing 3D Shape Grammars in a Generative Product Design System, presented at the fifth international conference on design computing and cognition (DCC'12 OR DCC12) College Station, Texas USA, 7-9 June 2012, 2012.