Plug-and-Play Priors

Plug-and-Play Priors for Model Based Reconstruction

Publications/Talks

• S.V. Venkatakrishnan and Brendt Wohlberg, "Convolutional Dictionary Regularizers for Tomographic Inversion", IEEE ICASSP 2019 (arXiv)
• Suhas Sreehari, S V Venkatakrishnan, Katherine L Bouman, Jeffrey P Simmons, Lawrence F Drummy, Charles A Bouman, ``Multi-resolution Data Fusion for Super-Resolution Electron Microscopy'', IEEE CVPR Workshop on New Trends in Image Restoration and Enhancement 2017 (arXiv)
• Suhas Sreehari, Singanallur V. Venkatakrishnan, Brendt Wohlberg, Gregery Buzzard, Lawrence F. Drummy, Jeffrey P. Simmons and Charles A. Bouman "Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation" arXiv IEEE Transactions on Computational Imaging, Vol. 2, no. 4, pp. 408-423, Dec. 2016 [IEEE SPS Best Student Paper Award 2019 to Suhas Sreehari; SIAM IS Best Paper Award 2020]
• Suhas Sreehari, Singanallur V. Venkatakrishnan, Jeffrey P. Simmons, Lawrence F. Drummy and Charles A. Bouman "Rotationally-invariant Non-local Means for Image Denoising and Tomography", IEEE ICIP 2015 (pdf)
• Suhas Sreehari, Singanallur V. Venkatakrishnan, Jeffrey P. Simmons, Lawrence F. Drummy and Charles A. Bouman "Non-local Prior Modeling for Tomographic Reconstruction of Bright Field Transmission Electron Microscopy Images", Microscopy and Microanalysis 2015 (abstract)
• Suhas Sreehari, Singanallur V. Venkatakrishnan, Lawrence Drummy, Jeff Simmons, and Charles A. Bouman "Advanced prior modeling for 3D bright field electron tomography", SPIE Electronic Imaging, Computaional Imaging XIII, Feb 8-12, 2015 (paper)
• Singanallur V. Venkatakrishnan, Charles A. Bouman, and Brendt Wohlberg "Plug-and-Play Priors for Model Based Reconstruction", IEEE GlobalSIP, December 3-5, 2013(paper)(poster)
• Singanallur V. Venkatakrishnan, Charles A. Bouman, and Brendt Wohlberg "Plug-and-Play Priors for Model Based Reconstruction", ECE Technical Report 2013(link)