Daniel Weller Head ShotDaniel S. Weller, PhD

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Quick links: Journals   Conferences   Theses   Patents

Journal Papers:

2016
  1. Haoyi Liang and Weller, Daniel S. "Comparison-based Image Quality Assessment for Selecting Image Restoration Parameters." IEEE Trans. Image Process., vol. 25, no. 11, pp. 5118-5130, November 2016. DOI: 10.1109/TIP.2016.2601783 (preprint)
2015
  1. Weller, Daniel S., Pnueli, Ayelet, Divon, Gilad, Radzyner, Ori, Eldar, Yonina C., and Fessler, Jeffrey A. "Undersampled Phase Retrieval with Outliers." IEEE Trans. Comput. Imaging, vol. 1, no. 4, pp. 247-258, December 2015. DOI: 10.1109/TCI.2015.2498402 (preprint) (supplement)
2014
  1. Weller, Daniel S., Ramani, Sathish, Nielsen, Jon-Fredrik, and Fessler, Jeffrey A. "Monte Carlo SURE-Based Parameter Selection for Parallel Magnetic Resonance Imaging Reconstruction." Magn. Reson. Med., vol. 71, no. 5, pp. 1760-1770, May 2014. DOI: 10.1002/mrm.24840 (preprint) (supplement)
  2. Weller, Daniel S., Ramani, Sathish, and Fessler, Jeffrey A. "Augmented Lagrangian with Variable Splitting for Faster Non-Cartesian L1-SPIRiT MR Image Reconstruction." IEEE Trans. Med. Imaging, vol. 33, no. 2, pp. 351-361, February 2014. DOI: 10.1109/TMI.2013.2285046 (preprint) (supplement)
2013
  1. Ramani, Sathish, Weller, Daniel S., Nielsen, Jon-Fredrik, and Fessler, Jeffrey A. "Non-Cartesian MRI Reconstruction With Automatic Regularization Via Monte-Carlo SURE." IEEE Trans. Med. Imag., vol. 32, no. 8, pp. 1411-1422, August 2013. DOI: 10.1109/TMI.2013.2257829
  2. Weller, Daniel S., Polimeni, Jonathan R., Grady, Leo, Wald, Lawrence L., Adalsteinsson, Elfar, and Goyal, Vivek K. "Sparsity-Promoting Calibration for GRAPPA Accelerated Parallel MRI Reconstruction." IEEE Trans. Med. Imag., vol. 32, no. 7, pp. 1325-1335, July 2013. DOI: 10.1109/TMI.2013.2256923 (preprint)
2012
  1. Weller, Daniel S., Polimeni, Jonathan R., Grady, Leo, Wald, Lawrence L., Adalsteinsson, Elfar, and Goyal, Vivek K. "Denoising Sparse Images from GRAPPA Using the Nullspace Method." Magn. Reson. Med., vol. 68, no. 4, pp. 1176-1189, Oct. 2012. DOI: 10.1002/mrm.24116
2011
  1. Weller, Daniel S. and Goyal, Vivek K. "Bayesian post-processing methods for jitter mitigation in sampling." IEEE Trans. Signal Process., vol. 59, no. 5, pp. 2112-2123, May 2011. DOI: 10.1109/TSP.2011.2108289
  2. Weller, Daniel S. and Goyal, Vivek K. "On the estimation of nonrandom signal coefficients from jittered samples." IEEE Trans. Signal Process., vol. 59, no. 2, pp. 587-597, Feb. 2011. DOI: 10.1109/TSP.2010.2090347

Conference Papers and Abstracts:

2017
  1. Haoyi Liang, Acton, Scott T., and Weller, Daniel S. "Content-Aware Neuron Image Enhancement." 2017 IEEE Int. Conf. on Image Processing. Beijing, China, Sept. 2017, accepted.
  2. Jeelani, Haris, Yang, Yang, Salerno, Michael, and Weller, Daniel S. "Evaluation of k-Space and Image-Space Motion Correction Schemes for CMR Perfusion." 20th Annual SCMR Scientific Sessions, Washington, DC, USA, February 2017, in press.
  3. Yang, Yang, Zhao, Li, Chen, Xiao, Weller, Daniel S., Hagspiel, Klaus, Norton, Patrick, Kramer, Christopher M., and Salerno, Michael. "Motion-compensated spiral simultaneous multi-slice myocardial perfusion." 20th Annual SCMR Scientific Sessions, Washington, DC, USA, February 2017, in press.
2016
  1. Weller, Daniel S. "Robust Phase Retrieval with Sparsity under Nonnegativity Constraints." 2016 IEEE Asilomar Conf. on Signals, Systems, and Computers. Pacific Grove, CA, USA, Nov. 2016, pp. 1043-1047. (preprint)
  2. Haoyi Liang and Weller, Daniel S. "Denoising method selection by comparison-based image quality assessment." 2016 IEEE Int. Conf. on Image Processing. Phoenix, AZ, USA, Sep. 2016, pp. 3106-3110. (preprint)
  3. Haoyi Liang and Weller, Daniel S. "Edge-Based Texture Granularity Detection." 2016 IEEE Int. Conf. on Image Processing. Phoenix, AZ, USA, Sep. 2016, pp. 3563-3567. (preprint)
  4. Luonan Wang and Weller, Daniel S. "Joint Motion Estimation and Image Reconstruction Using Alternating Minimization." ISMRM 24nd Scientific Meeting. Singapore, May 2016, p. 1800. (preprint)
  5. Cai, Xiaoying, Chen, Xiao, Yang, Yang, Salerno, Michael, Weller, Daniel S., Meyer, Craig H., and Epstein, Frederick H. "Free-breathing 2D cine DENSE MRI using localized signal generation, image-based navigators, motion compensation and compressed sensing." ISMRM 24th Scientific Meeting. Singapore, May 2016, p. 3126.
  6. Weller, Daniel S. "Analysis-Form Sparse Phase Retrieval Using Variable-Splitting." 2016 IEEE Southwest Symposium on Image Analysis and Interpretation. Santa Fe, NM, USA, March 2016, pp. 61-64. (preprint)
  7. Weller, Daniel S. "Reconstruction with Dictionary Learning for Accelerated Parallel Magnetic Resonance Imaging." 2016 IEEE Southwest Symposium on Image Analysis and Interpretation. Santa Fe, NM, USA, March 2016, pp. 105-108. (preprint)
  8. Cai, Xiaoying, Chen, Xiao, Yang, Yang, Salerno, Michael, Weller, Daniel, Meyer, Craig H., and Epstein, Frederick H. "Free-breathing 2D Cine DENSE with Localized Excitation, Self-navigation and Motion Correction." J. Cardiovascular Magnetic Resonance, vol. 18, suppl. 1, p. P319, January 2016. (presented at 19th Annual SCMR Scientific Sessions, Los Angeles, CA)
2015
  1. Haoyi Liang and Weller, Daniel S. "Regularization Parameter Trimming for Iterative Image Reconstruction." 2015 IEEE Asilomar Conf. on Signals, Systems, and Computers. Pacific Grove, CA, USA, Nov. 2015, pp. 755-759. (preprint)
2014
  1. Weller, Daniel S., Pnueli, Ayelet, Radzyner, Ori, Divon, Gilad, Eldar, Yonina C., and Fessler, Jeffrey A. "Phase retrieval of sparse signals using optimization transfer and ADMM." 2014 IEEE Int. Conf. on Image Processing. Paris, France, Oct. 2014, pp. 1342-1346. (preprint)
  2. Weller, Daniel S. and Fessler, Jeffrey A. "Fast non-Cartesian L1-SPIRiT with Field Inhomogeneity Correction." ISMRM 22nd Scientific Meeting. Milan, Italy, May 2014, p. 84. Summa cum laude award. (preprint)
2013
  1. Weller, Daniel S., Noll, Douglas C., and Fessler, Jeffrey A. "Prospective Motion Correction for Functional MRI Using Sparsity and Kalman Filtering." Proc. SPIE Wavelets and Sparsity XV, vol. 8858, pp. 885823-1-10, Aug. 2013. DOI: 10.1117/12.2023074 (preprint)
  2. Weller, Daniel S., Ramani, Sathish, Nielsen, Jon-Fredrik, and Fessler, Jeffrey A. "Automatic L1-SPIRiT Regularization Parameter Selection Using Monte-Carlo SURE." ISMRM 21st Scientific Meeting. Salt Lake City, USA, April 2013, p. 2602. (preprint)
  3. Weller, Daniel S., Ramani, Sathish, Nielsen, Jon-Fredrik, and Fessler, Jeffrey A. "SURE-Based Parameter Selection for Parallel MRI Reconstruction using GRAPPA and Sparsity." 2013 IEEE Int. Symp. on Biomedical Imaging. San Francisco, USA, April 2013, pp. 954-957. (preprint)
  4. Sun, Hao, Weller, Daniel S., Chu, Alan, Ramani, Sathish, Yoon, Daehyun, Nielsen, Jon-Fredrik, and Fessler, Jeffrey A. "Spoke Pulse Design in Magnetic Resonance Imaging Using Greedy Minimax Algorithm." 2013 IEEE Int. Symp. on Biomedical Imaging. San Francisco, USA, April 2013, pp. 696-699.
2012
  1. Weller, Daniel S., Polimeni, Jonathan R., Grady, Leo, Wald, Lawrence L., Adalsteinsson, Elfar, and Goyal, Vivek K. "Accelerated Parallel Magnetic Resonance Imaging Reconstruction Using Joint Estimation with a Sparse Signal Model." 2012 IEEE Statist. Signal Process. Workshop. Ann Arbor, USA, August 2012, pp. 221-224. (preprint)
  2. Weller, Daniel S., Polimeni, Jonathan R., Grady, Leo, Wald, Lawrence L., Adalsteinsson, Elfar, and Goyal, Vivek K. "Greater Acceleration Through Sparsity-Promoting GRAPPA Kernel Calibration." ISMRM 20th Scientific Meeting. Melbourne, Australia, May 2012, p. 3354.
2011
  1. Weller, Daniel S., Polimeni, Jonathan R., Grady, Leo, Wald, Lawrence L., Adalsteinsson, Elfar, and Goyal, Vivek K. "Regularizing GRAPPA using simultaneous sparsity to recover de-noised images." Proc. SPIE Wavelets and Sparsity XIV, vol. 8138, pp. 81381M-1-9, Aug. 2011. DOI: 10.1117/12.896655
  2. Weller, Daniel S., Polimeni, Jonathan R., Grady, Leo, Wald, Lawrence L., Adalsteinsson, Elfar, and Goyal, Vivek K. "Combined compressed sensing and parallel MRI compared for uniform and random cartesian undersampling of k-Space." 2011 IEEE Int. Conf. on Acoustics, Speech, and Signal Processing. Prague, Czech Republic, May 2011, pp. 553-6. DOI: 10.1109/ICASSP.2011.5946463
  3. Weller, Daniel S., Polimeni, Jonathan R., Grady, Leo, Wald, Lawrence L., Adalsteinsson, Elfar, and Goyal, Vivek K. "SpRING: sparse reconstruction of images using the nullspace method and GRAPPA." ISMRM 19th Scientific Meeting. Montreal, Canada, May 2011, p. 2861.
  4. Weller, Daniel S., Polimeni, Jonathan R., Grady, Leo, Wald, Lawrence L., Adalsteinsson, Elfar, and Goyal, Vivek K. "Evaluating sparsity penalty functions for combined compressed sensing and parallel MRI." 2011 IEEE Int. Symp. on Biomedical Imaging. Chicago, USA, March-April 2011, pp. 1589-92. DOI: 10.1109/ISBI.2011.5872706 Finalist, Student Paper Competition.
2010
  1. Weller, Daniel S., Polimeni, Jonathan R., Grady, Leo, Wald, Lawrence L., Adalsteinsson, Elfar, and Goyal, Vivek K. "Combining nonconvex compressed sensing and GRAPPA using the nullspace method." ISMRM 18th Scientific Meeting. Stockholm, Sweden, May 2010, p. 4880.
2009
  1. Weller, Daniel S. and Goyal, Vivek K. "Jitter compensation in sampling via polynomial least squares estimation." 2009 IEEE Int. Conf. on Acoustics, Speech, and Signal Processing. Taipei, Taiwan, April 2009, pp. 3341-3344. DOI: 10.1109/ICASSP.2009.4960340
2006
  1. Mangharam, Rahul, Weller, Daniel S., Rajkumar, Raj, Mudalige, Priyantha, and Bai, Fan. "GrooveNet: A Hybrid Simulator for Vehicle-to-Vehicle Networks." Proceedings of the 2nd International Workshop on Vehicle-to-Vehicle Communications. San Jose, CA, July 2006, pp. 1-8. DOI: 10.1109/MOBIQW.2006.361773 Invited Paper.
2005
  1. Mangharam, Rahul, Weller, Daniel S., Stancil, Daniel D., Rajkumar, Ragunathan, and Parikh, Jayendra S. "GrooveSim: A Topography-Accurate Simulator for Geographic Routing in Vehicular Networks." Proceedings of the 2nd ACM International Workshop on Vehicular Ad hoc Networks. Cologne, Germany, September 2005, pp. 59-68. DOI: 10.1145/1080754.1080764

Theses:

2012
  1. Weller, Daniel S. "Accelerating Magnetic Resonance Imaging by Unifying Sparse Models and Multiple Receivers." Ph.D. thesis, Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, June 2012. Handle: 1721.1/75708
2008
  1. Weller, Daniel S. "Mitigating Timing Noise in ADCs through Digital Post-Processing." S.M. thesis, Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, June 2008. Handle: 1721.1/45749

Patents:

2017
  1. Weller, Daniel, Grady, Leo, Wald, Lawrence, and Goyal, Vivek K. "System for Accelerated Magnetic Resonance Imaging Using Parallel Coils." US Patent No. 9,594,141, Mar. 2017.
  2. Weller, Daniel, Grady, Leo, Wald, Lawrence, and Goyal, Vivek K. "System for Reconstructing MRI Images Acquired in Parallel." US Patent No. 9,588,207, Mar. 2017.
2014
  1. Weller, Daniel, Goyal, Vivek K, Polimeni, Jonathan R., and Grady, Leo. "System for Accelerated MR Image Reconstruction." US Patent No. 8,823,374, Sep. 2014.