I am a slow walker, but I never walk backwards.
地址:天津市海河教育园天津大学北洋园校区55-A-201
Email:pangang (at) tju.edu.cn
研究领域:计算机视觉,图像合成,跨模态融合,机器学习。
讲授课程:面向对象程序设计(本),自然语言处理导论(本),高级计算机视觉(研)。
我就职于天津大学智能与计算学部。2012年毕业于天津大学,加拿大University of Alberta联合培养博士。 研究兴趣包括计算机视觉,图像合成,跨模态融合,机器学习,尤其是市政工程和文化遗产保护的跨领域研究问题。 我担任SCI期刊Journal of Electronic Imaging的副主编,还是TIP、CACAIE, Signal Processing, JCLEPRO, Signal Processing Letter, 计算机应用, SIVP等知名期刊和会议的审稿人。 我的团队与腾讯、小米、百度、华为、国家管网、天津市政院等企事业单位有长期稳定的合作关系。
我每年有若干名研究生名额, 欢迎有意从事相关领域的各年级本科生、研究生加入我的团队!
Publication(selected):
[1] Zhu Huang, Gang Pan(corresponding author), Chao Kang, and YaoZhi Lv. "Semi-Supervised Pipe Video Temporal Defect Interval Localization", Computer-Aided Civil and Infrastructure Engineering, 2024.(封面文章,中科院一区)[2] Jinyuan Li, Han Li, Di Sun, Jiahao Wang, Wenkun Zhang, Zan Wang, Gang Pan(corresponding author)."LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition", ACL,2024.(TOP, CCF A)
[3] Chenhao Yang, Feifei Zheng, Zoran Kapelan, Dragan Savic, Gang Pan, Yu Feng, Yiyi Ma. "Automated Quantification of Sewage Pipe Cracks Using Deep Learning for Urban", Tunnelling and Underground Space Technology, 2024.(中科院一区)
[4] Gang Pan, Kang Liu, Jingxin Li, Jiahao Wang, and Di Sun. "Domain Adaptive Object Detection with Dehazing Module", ICIC, 2024.
[5] Chengkun Xin, Qian Han, Gang Pan(corresponding author). "Corelation Matters: A Stock Price Predication Model Based on the Graph Convolutional Network", ICIC, 2024.
[6] Li Jinding, Song Guanyu, Fan Linhao, Zhang Shouhang, Li Siqi, Wang Weiyu, Yin Yan, Ling Guowei, Pan Gang, Jiao Kui, Wang Chengshan. "Research and Exploration on the Experimental Teaching System for Undergraduate Major of Energy Storage Science and Engineering under the "Emerging Engineering Education"". Energy Storage Science and Technology. 2024.
[7] Li Jinding, Fan Linhao, Zhang Shouhang, Li Siqi, Wang Weiyu, Du Qing, Ling Guowei, Pan Gang, Jiao Kui, Wang Chengshan. "Exploration and practice of "1+N+X" model of industry-education integration and collaborative education in training talents for energy storage". Energy Storage Science and Technology. Vol.13, No.6, 2024.
[8] Jinyuan Li, Han Li, Zhuo Pan, Di Sun, Jiahao Wang, Wenkun Zhang, Gang Pan(corresponding author). "Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge", EMNLP, 2023.(CCF A)
[9] Dingxiaofei Tian, Jinyan Chen, Zheyan Gao, Gang Pan. "Linear Transformer-GAN: A Novel Architecture to Symbolic Music Generation", ICANN, 2023.
[10] Zixia Xia, Shuai Guo, Di Sun, Yaozhi Lv, Honglie Li, Gang Pan(corresponding author). "Structure-aware dehazing of sewer inspection images based on monocular depth cues", Computer-Aided Civil and Infrastructure Engineering, 2022.(中科院一区, JCR Q1)
[11] Xumeng Han,Xuehui Yu, Guorong Li, Jian Zhao,Gang Pan, Qixiang Ye,Jianbin Jiao, Zhenjun Han."Rethinking Sampling Strategies for Unsupervised Person Re-identification ", IEEE Transaction on Image Processing(TIP), 2022.(中科院一区,CCF A)
[12] Jiahao Wang, Gang Pan(corresponding author), Di Sun, Jiawan Zhang. "Chinese Character Inpainting with Contextual Semantic Constraints", ACM Multimedia, 2021.(CCF A)
[13] Wenxu Li, Gang Pan(corresponding author), Chen Wang, Zhen Xing, etc. "From Coarse to Fine: Hierarchical Structure-Aware Video Summarization", Transactions on Multimedia Computing Communications and Applications, 2021.(JCR Q1, CCF B)
[14] Yijing Mei, Xiaojie Guo, Gang Pan(corresponding author). "Deep Supervised Image Retargeting", ICME, 2021.(CCF B)
[15] Wenxu Li, Gang Pan(corresponding author), etc. "Hierarchical Structure-Aware Video Summarization", ICPRw, 2021.
[16] Yu Du, Shuai Guo, Gang Pan, Yaozhi Lv. "Comparative Analysis of Pipelines Condition Assessment Protocols at Home and Abroad", China Water & Waste Water, 37(16), 8, 2021.
[17] Gang Pan, Yaoxian Zheng, Shuai Guo, Yaozhi Lv. "Automatic sewer pipe defect semantic segmentation based on improved U-Net", Automation in Construction,Vol 119,2020,103383.(JCR Q1)
[18] Muhammad Umar Zeshan, Gang Pan. "Automatic Sewer Cracks Localization using Deformable Bounding Boxes", CSAI,2020.
[19] Gang Pan, Bao Wang, Shuai Guo, Wenming Zhang, Stephen Edwini-Bonsu. "Statistical analysis of sewer odour based on 10-year complaint data". Water Sci Technol 15 March 2020; 81 (6): 1221–1230.
[20] Pan Gang, et al. "A bottom-up summarization algorithm for videos in the wild." EURASIP Journal on Advances in Signal Processing. Springer. 2019.
[21] Minghao Li, Gang Pan. "Visual Analysis of Museum Culture Relics Data." Computer & Digital Engineering. 2019(11).
[22] Pan Gang, et al. "Video Clip Growth: A General Algorithm for Multi-view Video Summarization." Pacific Rim Conference on Multimedia(PCM). Springer, Cham, 2018.
[23] Pan Gang, et al. "Mural Sketch Generation via Style-aware Convolutional Neural Network." Proceedings of Computer Graphics Internationa(CGI). ACM, 2018.
[24] Sun Di, Zhan Rui,Zhang Jiawan, Pan Gang(corresponding author). "Realistic Story Visualization from Online Photo Collections." Journal of Computer-Aided Design and Computer Graphics.30(8). 2018
[25] Sun Di, Pan Gang, et al. "Mural2Sketch: A Combined Line Drawing Generation Method for Ancient Mural Painting." 2018 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2018.
[26] Zhan Rui, Sun Di, Zhang Jiawan, Pan Gang. "Symmetry-aware Face Completion with Generative Adversarial Networks." Asian Conference on Computer Vision(ACCV) 2018.
[27] Pan Gang, et al. "Multiresolution rotational symmetry detection via radius-based frieze-expansion." Journal of Electrical and Computer Engineering. 2016(2).
[28] Pan Gang, Ma Zhiyao. "Principles and methods in connection with the inheritor's oral history of intangible cultural heritages in a folklore context." Journal of Yunnan normal university.2015(1).
[29] Ma Zhiyao, Pan Gang. "The value of body experience to inherit the history of population." Folklore Studies. 2015(5).
[30] Ma Zhiyao, Pan Gang. "Cultural conception of world tracks." Journal of South-Central University for Nationalities. 2015(3).
[31] Pan Gang, et al. "Retargeting image for preserving rotational symmetry." International Journal of Advancements in Computing Technology. 2012.
[32] Pan Gang, et al. "Reverse seam carving." International Conference on Image and Graphics. 2011.
[33] Sun Di, Yuan Li, Zhang Yi, Zhang Jiawan, Pan Gang. "Structure-aware image completion with texture propagation." International Conference on Image and Graphics,2011.
[34] Pan Gang, et al. "Skeletal texture synthesis." Proceedings of the 2009 Sixth International Conference on Computer Graphics, Imaging and Visualization. 2009.
[35] Zhang Jiawan, Pan Gang. "A locatable zero watermarking scheme and visualization for 3D mesh models." Proceedings of the Sixth International Conference on Computer Graphics, Imaging and Visualization. 2009.
部分毕业生去向和在读同学:
22级博 19级硕 王家豪 直博在读23级硕 眭智杰 在读
23级硕 朱浩民 在读
23级硕 米红泽 在读
23级硕 李璟昕 在读
23级硕 潘卓 在读
23级硕 周磊 在读
22级硕 李金源 海外深造
22级硕 董文静 BYD
22级硕 辛成坤 保研
22级硕 张和钰
22级硕 刘宏恩 百度实习中
24届硕 潘力铭 ***
24届硕 杨济恺 华为
24届硕 崔云龙
24届硕 毕思成
24届硕 黄築 中立科技+海外深造
23届硕 16级本 王晨 Realtek
23届硕 16级本 夏子霞 加州大学尔湾分校深造
23届硕 16级本 董家佚 华为 TikTok
23届硕 16级本 刘美华 中烟
22届硕 潘香羽 莉莉丝游戏
22届硕 刘康 小米
22届硕 李家犇 广策金融
21届硕 18届本 郑耀先 腾讯(研究生国奖)
21届硕 宋文博 中信银行
21届硕 梅怡静 天津市政院
20届硕 王启航 中兴
20届硕 王宝 FunPLus
20届本 李文旭 英国帝国理工大学深造
20届本 邢帧 复旦大学深造
19届本 吕军 南京大学深造
19届本 吴狄 国科大深造
19届硕 李煜泽 腾讯
18届本 曲星明 美国SMU深造
18届本 梁振均 本校深造
18届本 陆家腾 华为
17届本 郭松 农总软开
实验室大门对有志从事相关领域研究的优秀同学打开!
Pan Gang
Ph.D, Associate Professor, Supervisor
Address:55-A-201,
Peiyang Campus, Tianjin Unviersity,
Jinnan Dist, Tianjin, 300350, P.R.China.
Research Interest:Computer Vision, Image Synthesis, Multimodal Fusion and Machine Learning.
I am an associate professor at the School of Computer Software, College of Intelligence and Computing, Tianjin University. I received my Ph.D. degree from Tianjin University in 2012. As a joint Ph.D., I studied at University of Alberta under China scholarship council scholarship program during 2009-2010. My research interests include image synthesis, computer vision and multimodal fusion, especially in the fields of culture heritage and municipal engineering. I am Associate Editor of Journal of Electronic Imaging, I also serve(d) for many conferences and journals including TIP, Signal Processing, JCLEPRO, Signal Processing Letter, Journal of Computer Applications, SIVP.
I have several master positions available in my lab now. If you are excited about computer vision, image synthesis and machine learning, then I am interested to hearing from you.