Full Publication List on Google Scholar

Journal

  • Chen Chen, Yeqing Li, Wei Liu and Junzhou Huang, "SIRF: Simultaneous Satellite Image Registration and Fusion in a Unified Framework", IEEE Transactions on Image Processing (TIP), Volume 24, Issue 11, pp. 4213-4224, 2015. [Project Page][PDF]
  • Chen Chen, Fenghua Tian, Hanli Liu, and Junzhou Huang, "Diffuse optical tomography enhanced by clustered sparsity for functional brain imaging", IEEE Transactions on Medical Imaging (TMI), Volume 33, Issue 12, pp. 2323-2331, 2014. [Code][PDF]
  • Chen Chen, Yeqing Li, and Junzhou Huang, "Forest Sparsity for Multi-channel Compressive Sensing", IEEE Transactions on Signal Processing (TSP), Volume 62, Issue 11, pp. 2803-2813, 2014. [PDF]
  • Chen Chen, and Junzhou Huang, "The Benefit of Tree Sparsity in Accelerated MRI", Medical Image Analysis, Volume 18, Issue 6, pp. 834–842, 2014. [Project Page][PDF]

Conference

  • Raymond A. Yeh*, Chen Chen*, Teck Yian Lim, Alexander G. Schwing, Mark Hasegawa-Johnson, and Minh N. Do, "Semantic Image Inpainting With Deep Generative Models", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. (*Equal Contributions) [PDF][Project Page][Code]
  • Chen Chen, Minh N. Do and Jue Wang, "Robust Image and Video Dehazing with Visual Artifact Suppression via Gradient Residual Minimization", European Conference on Computer Vision (ECCV), 2016. [Project Page][PDF]
  • Yeqing Li*, Chen Chen*, Fei Yang and Junzhou Huang, "Deep Sparse Representation for Robust Image Registration", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. (*Equal Contributions) [PDF]
  • Chen Chen, Yeqing Li, Junzhou Huang and Wei Liu, "Image Fusion with Local Spectral Consistency and Dynamic Gradient Sparsity", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014. (Oral Presentation) [Project Page][PDF]
  • Chen Chen, Junzhou Huang, Lei He and Hongsheng Li, "Preconditioning for Accelerated Iteratively Reweighted Least Squares in Structured Sparsity Reconstruction", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014. (Oral Presentation) [Project Page][PDF]
  • Chen Chen, Yeqing Li, Leon Axel and Junzhou Huang, "Real Time Dynamic MRI with Dynamic Total Variation", the Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2014. [Project Page][PDF]
  • Chen Chen, Yeqing Li, and Junzhou Huang, "Calibrationless Parallel MRI with Joint Total Variation Regularization", the Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2013. [Project Page][PDF]
  • Chen Chen and Junzhou Huang, "Compressive Sensing MRI with Wavelet Tree Sparsity", the 26th Annual Conference on Neural Information Processing Systems (NIPS), Nevada, USA, 2012. [Project Page][PDF]