梁爽 LIANG SHUANG 副教授
http://sse.tongji.edu.cn/liangshuang/  |电子邮件:shuangliang@tongji.edu.cn

主讲课程:

模式识别
高级计算机图形学
用户交互技术
脚本程序设计

研究方向:

计算机图形学
智能人机交互
模式识别
多媒体检索

教学工作

1)模式识别 2)高级计算机图形学 3)用户交互技术 4)脚本程序设计

 

导师简介

      我于2012年底加入同济大学软件学院。此前,我于香港中文大学计算机科学与工程系、香港理工大学电子计算学系和香港城市大学电脑科学系从事博士后和副研究员工作。
      我中学就读于东北育才学校少年班,毕业后保送浙江大学计算机科学与工程系,获学士学位。随后,保送南京大学计算机科学与技术系,获博士学位。并于博士期间,赴荷兰乌特列支大学信息与计算机科学系做访问学者。我的研究方向包括:多媒体检索、智能人机交互、模式识别、计算机图形学。
      目前,我在视觉计算与识别、多媒体理解与检索等领域拟招收多名学生,欢迎有兴趣的同学加入。我注重学生能力的提升与个人发展,将根据学生的兴趣和特点制定个性化的培养方案,并提供科研津贴。同时,实验室和微软、阿里、百度等知名企业以及美国、香港、加拿大、新加坡等多个学校和研究机构有广泛的合作,将推荐优秀学生去国内外知名企业实习/工作和出国交流/深造。有兴趣的同学可直接通过邮件(shuangliang@tongji.edu.cn)与我联系。

 

科研项目

  • 国家自然科学基金青年项目:“基于Modular积图和最大团的草图形状匹配技术研究”,2014.01-2016.12,主持
  • 上海市浦江人才计划项目:“iFind-面向智能交互的个性化图形检索平台”,2013.09-2015.08,主持
  • 同济大学优秀青年教师计划:“基于草图与多阶索引的3D模型检索技术研究”,2015.01-2016.12,主持
  • 同济大学青年优秀人才培养行动计划:“基于手绘草图的矢量图形检索”,2013.01-2014.12,主持
  • 国家十二五计划重大科技支撑项目子课题:“井冈山红色旅游虚拟实景漫游平台技术集成研究”,2012.01-2014.09,主要参与
  • 高等学校博士学科点专项科研基金项目博导类:“基于重用与规则的轻量级Web3D景观建模方法”,2014.01-2016.12,主要参与
  • 香港ITF项目:“iTextile-适用于机织物电子数据库的智能搜索系统”,2010-2012,主要参与
  • 香港RGC项目:“面向自适应服装设计的属性超图建模与拓扑匹配”,2008-2010,参与
  • 中国863计划:“基于手绘草图的三维动画模型创作技术研究”,2007-2010,参与
  • 欧盟第六框架项目:“PROFI,感知相关的图形检索”,2005-2008,参与

 

代表性论文

  • Wentao Ma, Shuang Liang*, “Human-Object Relation for Action Recognition in Still Images”, International Conference on Multimedia and Expo (ICME 2020), London, UK, 2020. (CCF-B)(paper)

  • Weidong Dai, Shuang Liang*, “Cross-Modal Guidance Network for Sketch based 3D Shape Retrieval”, International Conference on Multimedia and Expo (ICME 2020), London, UK, 2020. (CCF-B)(paper)

  • Xiangyun Zhao, Shuang Liang*, Yichen Wei, “Pseudo Mask Augmented Object Detection”, 2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), pp 4061-4070, 2018. (CCF-A)(paper)

  • Chao Wang*, Shuang Liang, Jinyuan Jia, “Immersing Web3D Furniture into Real Interior Images”, the 25th IEEE Conference on Virtual Reality and 3D User Interfaces (VR 2018), pp 721-722, 2018. (CCF-A)(paper)

  • Xiao Sun, Bin Xiao, Fangyin Wei, Shuang Liang*, Yichen Wei, "Integral human pose regression", 15th European Conference on Computer Vision (ECCV 2018), pp. 536-553, 2018, Munich, Germany, 2018.(CCF-B)(paper)

  • Shuang Liang*, Xiao Sun, Yichen Wei, “Compositional Human Pose Regression”, Computer Vision and Image Understanding (CVIU), 176-177, pp 1-8, 2018. (CCF-B)(paper)

  • Xiao Sun, Jiaxiang Shang*, Shuang Liang, Yichen Wei, “Compositional Human Pose Regression”, the IEEE International Conference on Computer Vision (ICCV 2017), pp 2621-2630, 2017. (CCF-A)(paper)

  • Xingyi Zhou, Xiao Sun, Wei Zhang, Shuang Liang*, Yichen Wei, “Deep Kinematic Pose Regression”, European Conference on Computer Vision (ECCV 2016) Workshop,Amsterdam, The Netherlands, 2016. (CCF-B)(paper)

  • Luwei Yang, Ligeng Zhu, Yichen Wei, Shuang Liang, Ping Tan,“Attribute Recognition from Adaptive Parts”, The British Machine Vision Conference (BMVC 2016), York, England, 2016. (CCF-C)(paper)

  • Dejia Zhang, Ning Xie, Shuang Liang, Jinyuan Jia*,“3D tree skeletonization from multiple images based on PyrLK optical flow”, Pattern Recognition Letters, Vol 76, pp 49-58, 2016. (CCF-C)(paper)
  • Wen Zhou*, Jinyuan Jia, Shuang Liang, "View-Dependent Simplification for Web3D Triangular Mesh Based on Voxelization and Saliency", proceedings of the 6th International Conference on Virtual Reality and Visualization, ICVRV 2016,pp. 280-2852016, Hangzhou, Zhejiang, China.(paper)
  • Shuang Liang*, Wenyin Liu, Jun Luo, “Sketch Matching on Topology Product Graph”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 37, no. 8, pp.1723-1729, 2015. (CCF-A)(paper)
  • Xiao Sun, Yichen Wei, Shuang Liang*, Xiaoou Tang and Jian Sun, “Cascaded Hand Pose Regression”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR2015), Boston, US, 2015. (CCF-A(paper)
  • Chaoyang Wang, Long Zhao, Shuang Liang*, Liqing Zhang, Jinyuan Jia and Yichen Wei, “Object Proposal by Multi-branch Hierarchical Segmentation”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR2015), Boston, US, 2015. (CCF-A(paper)
  • Long Zhao, Shuang Liang*, Jinyuan Jia, Yichen Wei, “Learning best views of 3D shapes from sketch contour”, The Visual Computer (Special Issue of CGI, Computer Graphics International), vol. 31, no. 6-8, pp.765-774, 2015. (CCF-C)(paper)
  • Wangjiang Zhu, Shuang Liang*, Yichen Wei, Jian Sun, “Saliency Optimization from Robust Background Detection”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), Columbus, Ohio, USA, June 2014. (CCF-A(paper)
  • Long Zhao, Shuang Liang*, Yichen Wei, and Jinyuan Jia, “Size and Location Matter: a New Baseline for Salient Object Detection”, The 12th Asian Conference on Computer Vision (ACCV 2014), Singapore, 2014. (CCF-C(paper)
  • Shuang Liang*, Long Zhao, Yichen Wei and Jinyuan Jia, “Sketch-Based Retrieval Using Content-Aware Hashing”, The 15th Pacific-Rim Conference on Multimedia (PCM), Malaysia, December, 2014. (CCF-C(paper)
  • Laixiang Wen, Jinyuan Jia, Shuang Liang, “LPM: Lightweight Progressive Meshes Towards Smooth Transmission of Web3D Media over Internet”, The 13th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry (ACM SIGGRAPH VRCAI2014), Shenzhen, China, 2014.(paper)
  • Jinyuan Jia, Qian Zhang, Long Zeng, Shuang Liang*, “Voxel-Encoded Descriptor for 3D Model Retrieval by Exploring Model's Spatial Information”, Journal of Mechanical Science and Technology, vol. 28, no. 7, pp. 2459-2467, 2014. (paper)
  • Wenyin Liu, Tong Lu, Yajie Yu, Shuang Liang, Rui Zhang, “On-line Stroke Segmentation by Quick Penalty-based Dynamic Programming”, IET Computer Vision, vol. 7, no. 5, pp. 311-319, 2013. (CCF-C)(paper)
  • Shuang Liang, George Baciu, Rong-Hua Li, Jinyuan Jia*, and Jianhua Zhang, “Recommendation in Motion: Intelligent Hypertouch Garment Design”, Advances in Mechanical Engineering, 2013. (paper)
  • Laixiang Wen, Jinyuan Jia, Shuang Liang*, Jianhua Zhang, “Automatic Detection of Repetitive Components in 3D Mechanical Engineering Models”, Advances in Mechanical Engineering, 2013.(paper)
  • George Baciu* and Shuang Liang, "Human interaction with computers and its use in the textile apparel industry", In Jinlian Hu (editor), Computer technology for textiles and apparel. Woodhead Publishing, Cambridge, UK. July 2011. [ISBN: 1-84569-729-4](paper)
  • Shuang Liang, Ronghua Li and George Baciu, "A graph modeling and matching method for sketch-based garment panel design", The 10th IEEE International Conference on Cognitive Informatics (IEEE ICCI'CC 2011), Banff, Canada, August 2011.(paper)
  • Shuang Liang*, Justin John Cameron and George Baciu, "Generic Gesture Kernel Modeling and its application with Virtual Garment Design", The 10th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry (ACM SIGGRAPH VRCAI 2011), HongKong, December 2011.(paper)
  • Jiahua Zhang*, George Baciu, Shuang Liang and Cheng Liang, "A Creative Try: Composing Weaving Patterns by Playing on a Multi-Input Device", The 17th ACM symposium on Virtual Reality Software and Technology (ACM VRST2010), Hong Kong, November 2010. (CCF-C(paper)
  • Shuang Liang, Eddie Chan, George Baciu and Ronghua Li, "Cognitive Garment Design Interface Using User Behavior Tree Model", The 9th IEEE International Conference on Cognitive Informatics (IEEE ICCI 2010), Beijing, China, July 2010.(paper)
  • Shuang Liang, Ronghua Li, George Baciu, Eddie Chan and Dejun Zheng, "Partial Matching of Garment Panel Shapes with Dynamic Sketching Design", The first ACM Augmented Human International Conference (ACM AH 2010), Megève, France, April 2010.(paper)
  • Shuang Liang and Zhengxing Sun*, "Sketch Retrieval and Relevance Feedback with BSVM Classification", Pattern Recognition Letters, vol. 29, no. 12, pp. 1733-1741, 2008. (CCF-C(paper)

 

发明专利

  • 梁爽,一种基于Modular积图与最大团的草图形状匹配方法,中国发明专利,专利号:201410160770.2,授权日:2018.01.30
  • 梁爽,赵龙,贾金原,一种基于草图轮廓特征的三维模型最佳视角选取方法,中国发明专利,专利号:201510145279.7,授权日:2017.10.13
  • 赵龙,梁爽,贾金原,一种基于内容自适应哈希编码的草图检索方法,中国发明专利,专利号:201410493545.0,授权日:2017.07.07

 

获奖经历

2015,入选同济大学青年英才计划之“优秀青年教师计划”
2014,同济大学铭创教育基金优秀教师奖
2014,同济大学软件学院优秀员工
2013,入选上海市浦江人才计划
2013,同济大学软件学院青年教师讲课竞赛一等奖
2012,入选同济大学青年英才计划之“优秀青年教师培育计划”
2007,Utrecht University (The Netherlands), 科研奖学金
2003,浙江大学,优秀毕业论文
2003,浙江大学,优秀毕业生

 

学术活动

  • Chair of Session on Interactions, ACM VRST 2010, Hong Kong, Nov 2010
  • Co-Chair of Special Session on Cognitive Communications and User Interface, IEEE ICCI 2010, Beijing, Jul 2010
  • Secretary General of ACM VRST 2010, Hong Kong, Nov 2010
  • Committee member of The 3rd Review Meeting of European Commission FP6 research program [511572-2], Innsbruck, Austria, 2008
  • Committee member of The 2nd Review Meeting of European Commission FP6 research program [511572-2], Brussels, Belgium, 2007

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