Publication

Journal Papers

  1. Meng Ding, Guoliang Fan, "Articulated and Generalized Gaussian Kernel Correlation for Human Pose Estimation", in IEEE Transactions on Image Processing, vol.25, no.2, pp.776-789, Feb. 2016 [PDF also available in IEEE Xplore] (Impact Factor 4.828)
  2. Meng Ding, Guoliang Fan, "Multilayer Joint Gait-Pose Manifolds for Human Gait Motion Modeling", in IEEE Transactions on Cybernetics, vol.45, no. 11, pp.2413-2424. Nov. 2015 [pdf] (Impact Factor 7.384)
  3. Xin Zhang, Meng Ding, Guoliang Fan, "Video-based Human Walking Estimation by Using Joint Gait and Pose Manifolds", in IEEE Transactions on Circuits and Systems for Video Technology, accepted by Dec. 2015 [pdf available in IEEE Xplore] (Impact Factor 3.599)
  4. J. Liang, and C. Chen, Y. Yi, X. Xu, and M. Ding, “Bilateral Two-Dimensional Neighborhood Preserving Discriminant Embedding for Face Recognition,” IEEE Access, August, 2017. (IF = 3.244)

Conference Papers

  1. Meng Ding, Sameer Antani, Stefan Jaeger, Zhiyun Xue, Sema Candemir, Marc Kohli and George Thoma, "Local-Global Classifier Fusion for Screening Chest Radiographs", in SPIE Medical Imaging 2017, Orlando, Florida, Feb 2017. [PDF link]
  2. Meng Ding, Guoliang Fan, "Articulated Gaussian Kernel Correlation for Human Pose Estimation", in IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Boston, MA, USA, June 2015. [pdf]
  3. Meng Ding, Guoliang Fan,"Generalized Sum of Gaussians for Real-Time Human Pose Tracking from a Single Depth Sensor", in IEEE Winter Conference on Applications of Computer Vision (WACV), Big Island, Hawaii, USA, January 2015. [pdf]
  4. Meng Ding, Guoliang Fan, "Fast Human Pose Tracking with a Single Depth Sensor Using Sum of Gaussians Models", in International Symposium on Visual Computing (ISVC), Las Vegas, USA, 2014, published in Part I, LNCS 8887, pp. 599-608, 2014. [pdf]
  5. Song Ge, Guoliang Fan and Meng Ding, "Non-rigid Point Set Registration with Global-Local Topology Preservation", in IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Columbus, Ohio, USA, June 2014. [pdf]
  6. Meng Ding, Guoliang Fan, “Multi-Layer Joint Gait-Pose Manifold for Human Motion Modeling”, in IEEE International Conference on Automatic Face & Gesture Recognition (FG), Shanghai, China, April 2013 (Spotlight). [pdf]
  7. Meng Ding, Guoliang Fan, Xin Zhang, et al., “Structure-guided Manifold Learning for Video-based Motion Estimation”, in IEEE International Conference on Image Processing (ICIP), Orlando, Florida, USA, October 2012. [pdf]
  8. Guoliang Fan, Xin Zhang and Meng Ding, "Gaussian Process for Human Motion Modeling: A Comparative Study", in IEEE Workshop on Machine Learning for Signal Processing, 2011. [pdf]