Journal Articles
[2012]
  • Zachary T. Harmany, Roummel F. Marcia, Rebecca M. Willett, “This is SPIRAL-TAP: Sparse Poisson Intensity Reconstruction ALgorithms – Theory and Practice,” IEEE Transactions on Image Processing. [DOI] [PDF (arXiv.org)]
[2011]
  • Maxim Raginsky, Sina Jafarpour, Zachary T. Harmany, Roummel F. Marcia, Rebecca M. Willett, Robert Calderbank, “Performance Bounds for Expander-Based Compressed Sensing in Poisson Noise,” IEEE Transactions on Signal Processing. [DOI][PDF (arXiv.org)]
[2010]
  • Maxim Raginsky, Zachary T. Harmany, Roummel F. Marcia, and Rebecca M. Willett, “Compressed Sensing Performance Bounds Under Poisson Noise,” IEEE Transactions on Signal Processing. [DOI] [PDF (arXiv.org)]
Book Chapters
[2010]
  • Roummel F. Marcia, Rebecca M. Willett, and Zachary T. Harmany, “Compressive Optical Imaging: Architectures and Algorithms,” Optical and Digital Image Processing: Fundamentals and Applications. Edited by G. Cristobal, P. Schelkens, and H. Thienpont. Accepted for publication. [PDF]
Conference Papers
[2012]
  • Zachary T. Harmany, Xin. Jiang, and Rebecca M. Willett, “The value of multispectral observations in photon-limited quantitative tissue analysis,” IEEE Statistical Signal Processing Workshop (SSP). [PDF]
  • Joseph Salmon, Charles-Alban Deledalle, Rebecca M. Willett, Zachary T. Harmany, “Poisson noise reduction with non-local PCA,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[2011]
  • Zachary T. Harmany, Albert. Oh, Roummel F. Marcia, and Rebecca M. Willett, “Motion-adaptive compressive coded apertures,” Proceedings of SPIE. [DOI]
  • Zachary T. Harmany, Jenna. Muller, J. Quincy Brown, Nimmi Ramanujam, and Rebecca M. Willett, “Tissue quantification in photon-limited microendoscopy,” Proceedings of SPIE. [DOI]
  • Daniel O. Thompson, Zachary T. Harmany, and Roummel F. Marcia, “Sparse video recovery using linearly constrained gradient projection,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). [DOI]
  • James Hernandez, Zachary T. Harmany, Daniel O. Thompson, and Roummel F. Marcia, “Bounded gradient projection methods for sparse signal recovery,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). [DOI]
[2010]
  • Zachary T. Harmany, Daniel O. Thompson, Rebecca M. Willett, and Roummel F. Marcia, “Gradient Projection for Linearly Constrained Convex Optimization in Sparse Signal Recovery,” Accepted to IEEE International Conference on Image Processing (ICIP). [PDF]
  • Rebecca M. Willett, Zachary T. Harmany, and Roummel F. Marcia, “Poisson Image Reconstruction with Total Variation Regularization,” Accepted to IEEE International Conference on Image Processing (ICIP). [PDF]
  • Zachary T. Harmany, Roummel F. Marcia, and Rebecca M. Willett, “Sparsity-regularized Photon-limited Imaging,” International Symposium on Biomedical Imaging (ISBI). [PDF]
  • Roummel F. Marcia, Zachary T. Harmany, and Rebecca M. Willett, “Compressive Coded Apertures for High-resolution Imaging,” SPIE Photonics Europe. [DOI] [PDF]
  • Zachary T. Harmany, Roummel F. Marcia, and Rebecca M. Willett, “SPIRAL out of Convexity: Sparsity-regularized Algorithms for Photon-limited Imaging,” SPIE Electronic Imaging. [DOI] [PDF]
[2009]
  • Zachary T. Harmany, Roummel F. Marcia, and Rebecca M. Willett, “Sparse Poisson Intensity Reconstruction Algorithms,” IEEE Workshop on Statistical Signal Processing (SSP). [DOI] [PDF (arXiv.org)]
  • Roummel F. Marcia, Zachary T. Harmany, and Rebecca M. Willett, “Compressive Coded Aperture Imaging,” SPIE Electronic Imaging. [DOI] [PDF]
[2008]
  • Zachary T. Harmany, Rebecca M. Willett, Aarti Singh, and Robert Nowak, “Controlling the Error in fMRI: Hypothesis Testing or Set Estimation?” IEEE International Symposium on Biomedical Imaging (ISBI). [DOI] [PDF]