个人信息
Personal Information
联系方式
Contact Information
个人简介
Personal Profile
方菲,计算机与人工智能学院硕士生导师,主要致力于计算机视觉、文本生图、AIGC及与纺织服装相结合领域的研究。长期专注于多模态生成模型、图像生成、3D服装生成等前沿领域,在国内外知名期刊会议发表论文10余篇,主持湖北省教育厅青年人才项目、校级开放课题和教项目等多项科研项目。课题组注重学术创新与实践结合,为学生提供前沿的研究平台与充分的学术指导。欢迎对相关领域有浓厚兴趣、具备扎实编程与数学基础的同学加入。
1、基于文本的三维服装模型生成方法研究,湖北省教育厅科学技术研究计划青年人才项目,主持;
3、基于文本的服装及其新视角图像生成方法研究,纺织服装智能化湖北省工程研究中心开放课题,主持;
4、面向新工科的《数字图像处理》课程教学改革与实践,校级教研项目,主持;
5、服装数据的文图预训练模型研究,中国计算机学会,参与;
5、机器视觉技术在水电站水位及位移监测方面的研究,横向,参与。
论文:
[1] Fei Fang, Miao Yi, Hui Feng, Shenghong Hu, Chunxia Xiao*. Narrative Collage of Image Collections by Scene Graph Recombination[J]. IEEE Transactions on Visualization and Computer Graphics (TVCG). 2018, 24(9): 2559-2572.
[2] Xinrong Hu, Chen Yang, Fei Fang, Jin Huang, Ping Li, Bin Sheng*, and Tong-Yee Lee. MSEmbGAN: Multi-Stitch Embroidery Synthesis via Region-Aware Texture Generation[J]. IEEE Transactions on Visualization and Computer Graphics, 2024, 31(9): 5334-5347.
[3] Fei Fang, Fei Luo, Hongpan Zhang, Huajian Zhou, Alix L.H. Chow, and Chunxia Xiao*. A Comprehensive Pipeline for Complex Text-to-Image Synthesis[J]. Journal of Computer Science & Technology (JCST). 2020, 35(3): 522-537.
[4] Fei Fang, Ziqing Li, Fei Luo, Chengjiang Long, Shenghong Hu and Chunxia Xiao*. PhraseGAN: Phrase-boost Generative Adversarial Network for Text-to-Image Generation[C]. IEEE International Conference on Multimedia and Expo (ICME), 2022.
[5] Fei Fang, Ziqing Li, Fei Luo and Chunxia Xiao*. Discriminator Modification in GAN for Text-to-Image Generation[C]. IEEE International Conference on Multimedia and Expo (ICME), 2022.
[6] Fei Fang, Jiawen Yan, Heng Jiang, Ruhan He, Jia Chen, Xinrong Hu. D2-Diff: Controllable Fashion Image Generation with Disentangled Style and Content. Computer Graphics International (CGI 2025).
[7] Fei Fang, Heng Jiang, Jiawen Yan, Chunxia Xiao, Ruhan He, Jia Chen, Mingfu Xiong, Tao Peng, Xinrong Hu. STCGen:Sketch-based Text-to-Clothing Image Generation with Contour and Style Consistency[C]. ACM Multimedia Asia Conference 2025.
[8] Jia Chen, Haidongqing Yuan, Fei Fang*, Tao Peng, Xinrong Hu. Unsupervised Fashion Style Learning by Solving Fashion Jigsaw Puzzles. IEEE International Conference on Multimedia and Expo (ICME), 2023.
[9] Jia Chen, Zhenpeng Fu, Fei Fang*, Mingfu Xiong, Xinrong Hu, Tao Peng. Cross-cycle Transformer-based stitching method for low-resolution borehole images. IEEE International Conference on Multimedia and Expo (ICME), 2023.
[10] Jia Chen, Tong Zhang, Fei Fang*, Huanrong Jiang*, Yajie Meng, Jinlong Qin. Iterative Consistent Attentional Diffusion Model for Multi-Contrast MRI Super-Resolution. The 37th International Conference on Computer Animation and Social Agents (CASA 2024 Oral).
[11] Jia Chen, Zeping Lin, Fei Fang*, Huanrong Jiang*, Yajie Meng, Jinlong Qin. A Spatially Enhanced CNN and Multiscale Transformer Fusion Approach for Chest Radiograph Registration. The 37th International Conference on Computer Animation and Social Agents (CASA 2024 Poster).
[12] Jia Chen, Xueping Xu, Fei Fang*, Huanrong Jiang*, and Xinrong Hu. BISRM: Geotechnical borehole image super-resolution method based on conditional diffusion model. Computer Graphics International (CGI 2024).
专利:
[1] 基于短语驱动生成对抗网络的文本生成图像的方法及网络. (专利号:ZL202210250078.3,授权日期:2022年6月14日;已授权)
[2] 一种生成对抗网络判别器及文本生成图像的方法. (申请号:202210266864.2)
[3] 基于草图和文本的服装图像生成方法及系统.(申请号:202510292698.7)

文件上传中...