Publications

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Machine Learning Conference

       Q. Wei*K. Fan*, L. Carin, K. Heller, "An inner-loop free solution to inverse problems using deep neural networks," Advances in Neural Information Processing System Foundation (NIPS 2017, 20.9% AR), to appear. Preprint available on arXiv:arXiv.

*Equally Contribution as the first author.

    Submitted papers or in preparation

    1. Q. WeiJ. M. Bioucas-DiasN. Dobigeon and J-Y. Tourneret, "Fast Spectral Unmixing based on Dykstra's Alternating Projection," submitted. Preprint available on arXiv: arXiv. [BIBTEX]

    2. Q. Wei, J. Vilà-Valls, P. Closas and C. Fernandez-Prades, "Adaptive Gaussian sum filter with unknown noise statistics," submitted. [BIBTEX]

    International Journal Paper

    1. Q. Wei, M. Chen, J-Y. Tourneret and S. Godsill, "Unsupervised nonlinear spectral unmixing based on a multilinear mixing model," IEEE Trans. Geosci. and Remote Sens., vol. 55, no. 8, pp. 4534-4544, Aug. 2017. [BIBTEX]

    2. Q. Wei, J. M. Bioucas-Dias, N. Dobigeon, J-Y. Tourneret, M. Chen and S. Godsill, ''Multiband image fusion based on spectral unmixing,'' IEEE Trans. Geosci. and Remote Sens., vol. 54, no. 12, pp. 7236-7249, Dec. 2016. [BIBTEX]
      • MATLAB Code available on: FUMI code

    3. Q. Wei, N. Dobigeon, J-Y. Tourneret, J. M. Bioucas-Dias and S. Godsill, "R-FUSE: Robust fast fusion of multi-Band images based on solving a Sylvester equation," IEEE Signal Process. Lett. , vol. 23, no. 11, pp. 1632-1636, Nov. 2016. [BIBTEX]
      • MATLAB Code available onR-FUSE code
      • Associated technical report: arXiv

    4. N. Zhao, Q. Wei, A. Basarab, N. Dobigeon, D. Kouamé and J-Y. Tourneret, "Fast single image super-resolution using a new analytical solution for l2 − l2 problems," IEEE Trans. Image Process., vol. 25, no. 8, pp. 3683-3697, Aug. 2016. [BIBTEX]

    5. Q. Wang, W. Shi, P. M. Atkinson and Q. Wei" Approximate Area-to-Point Regression Kriging for Fast Hyperspectral Image Sharpening,IEEE J. Sel. Topics Appl. Earth Observ., 2016, to appear. [BIBTEX]

    6. L. Loncan, L. B. Almeida, J. M. Bioucas-Dias, X. Briottet, J. Chanussot, N. Dobigeon, S. Fabre, W. Liao, G. Licciardi, M. Simoes, J-Y. Tourneret, M. Veganzones, G. Vivone, Q. Wei and N. Yokoya, "Hyperspectral pansharpening: a review," IEEE Geosci. and Remote Sens. Mag., vol. 3, no. 3, pp. 27–46, Sept. 2015. [BIBTEX]
      • Results available on : data.

    7. Q. WeiJ. M. Bioucas-DiasN. Dobigeon and J-Y. Tourneret, "Hyperspectral and Multispectral Image Fusion based on a Sparse Representation," IEEE Trans. Geosci. and Remote Sens., vol. 53, no. 7, pp. 3658-3668, July 2015. [BIBTEX]
      • MATLAB Code and Data available on : data.

    8. Q. Wei, N. Dobigeon and J-Y. Tourneret, "Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation," IEEE Trans. Image Process., vol. 24, no. 11, pp. 4109-4121, Nov. 2015. [BIBTEX]

    9. Q. Wei, N. Dobigeon and J-Y. Tourneret, "Bayesian fusion of multi-band images," IEEE J. Sel. Topics Signal Process., vol. 9, no. 6, pp. 1117-1127, Sept. 2015. [BIBTEX
      • MATLAB Code and Data available on : data.

    International Conference Paper

    1. Q. Wei, J. M. Bioucas-Dias, N. Dobigeon, J-Y. Tourneret and S. Godsill, ''Blind model-based fusion of multi-band and panchromatic images,'' Proc. IEEE Int. Conf. Multisensor Fusion and Integr. for Intell. Syst. (MFI), Baden-Baden, Germany, Sept. 2016, to appear. [BIBTEX]
      • MATLAB Code available onR-FUSE code

    2. N. Zhao, Q. Wei, A. Basarab, D. Kouamé, J-Y. Tourneret, ''Blind deconvolution of medical ultrasound images using a parametric model for the point spread function,'' in Proc. IEEE Int. Ultrason. Symp(IUS), Tours, France, Sept., 2016, to appear. [BIBTEX]

    3. Q. Wei, J. M. Bioucas-Dias, N. Dobigeon, J-Y. Tourneret and S. Godsill, ''High-resolution hyperspectral image fusion based on spectral unmixing,'' in Proc. IEEE Int. Conf. Inf. Fusion (FUSION), Heidelberg, Germany, Jul. 2016, pp. 1714-1719. [BIBTEX]

    4. N. Zhao, Q. Wei, A. Basarab, D. Kouamé, J-Y. Tourneret, ''Super-resolution of medical ultrasound images using a fast algorithm,'' in Proc. IEEE Int. Symp. Biomed. Imaging (ISBI), Prague, Czech Republic, Apr. 2016, pp. 473-476. [BIBTEX]

    5. Q. WeiN. Dobigeon and J-Y. Tourneret, "FUSE: A Fast Multi-Band Image Fusion Algorithm," in Proc. IEEE Int. Workshop Comput. Adv. Multi-Sensor Adaptive Process. (CAMSAP), Cancun, Mexico, Dec. 2015, pp. 161-164. [BIBTEX]
      Note: Awarded IEEE Travel Grant, Best Student Paper Finalist.

    6. L. Loncan, L. B. Almeida, J. M. Bioucas-Dias, X. Briottet, J. Chanussot, N. Dobigeon, S. Fabre, W. Liao, G. Licciardi, M. Simoes, J-Y. Tourneret, M. Veganzones, G. Vivone, Q. Wei and N. Yokoya, "Comparison of Nine Hyperspectral Pansharpening Methods," in Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), Milan, Italy, Jul. 2015. [BIBTEX]
      Note: 
      Invited paper, Oral.

    7. Q. WeiN. Dobigeon and J-Y. Tourneret, "Bayesian Fusion of Multispectral and Hyperspectral Images Using a Block Coordinate Descent Method", in Proc. IEEE GRSS Workshop Hyperspectral Image SIgnal Process.: Evolution in Remote Sens. (WHISPERS), Tokyo, Japan, June 2015, pp. 1714-1719. [BIBTEX]
      Note: Invited paper, Oral.

    8. Q. WeiN. Dobigeon and J-Y. Tourneret, "Bayesian fusion of multispectral and hyperspectral images with unknown sensor spectral response", in Proc. IEEE Int. Conf. Image Processing (ICIP), Paris, France, Oct. 2014, pp. 698-702. [BIBTEX]
      Note: Invited paper, Oral.

    9. Q. WeiJ. M. Bioucas-DiasN. Dobigeon and J-Y. Tourneret, "Fusion of multispectral and hyperspectral images based on sparse representation," in Proc. European Signal Processing Conf. (EUSIPCO), Lisbon, Portugal, Sept. 2014, pp. 1577-1581. [BIBTEX]
      Note: Invited paper, Oral.

    10. J. Vilà-Valls, Q. WeiP. Closas and C. Fernandez-Prades, "Robust Gaussian Sum Filtering with Unknown Noise Statistics: application to target tracking", in 2014 IEEE Statistical Signal Processing Workshop (SSP'14), Gold Coast, Australia, June 2014, pp. 416-419. [BIBTEX]
      Note: Invited paper, Oral.

    11. Q. WeiN. Dobigeon and J-Y. Tourneret, "Bayesian fusion of hyperspectral and multispectral images," in Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP), Florence, Italy, May 2014, pp. 3200-3204. [BIBTEX]
      Note: Oral, Awarded IEEE Travel Grant.

    12. Q. Wei, T. Jin and F. Yu, "Effective Frequency Selection Algorithm for Bandpass Sampling of Multiband RF Signals Based on Relative Frequency Interval", Proc. IEEE Int. Conf. Computer Application and System Modeling (ICCASM), Taiyuan, China, Oct. 2010, pp. V10-431-435. [BIBTEX]
      Note: Oral.

    Technical reports

    1. Q. Wei, N. Dobigeon, J-Y. Tourneret, J. M. Bioucas-Dias and S. Godsill, "R-FUSE: Robust fast fusion of multi-Band images based on solving a Sylvester equation - Complementary results and supporting materials," Technical Report, University of Toulouse, IRIT/INP-ENSEEIHT, Jul. 2016. [BIBTEX]


    2. Q. WeiN. DobigeonJ-Y. Tourneret, "Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation - Complementary results and supporting materials," Technical Report, University of Toulouse, IRIT/INP-ENSEEIHT, Jun. 2015. [BIBTEX]

    3. Q. WeiN. DobigeonJ-Y. Tourneret, "Bayesian Fusion of Multispectral and Hyperspectral Images Using a Block Coordinate Descent Method - Complementary results and supporting materials," Technical Report, University of Toulouse, IRIT/INP-ENSEEIHT, Mar. 2015. [BIBTEX]

    4. Q. WeiN. DobigeonJ-Y. Tourneret, "Bayesian fusion of multi-band images - Complementary results and supporting materials," Technical Report, University of Toulouse, IRIT/INP-ENSEEIHT, Feb. 2015. [BIBTEX]

    5. Q. WeiJ. M. Bioucas-DiasN. DobigeonJ-Y. Tourneret, "Hyperspectral and Multispectral Image Fusion based on a Sparse Representation," Technical Report, University of Toulouse, IRIT/INP-ENSEEIHT, Oct. 2014. [BIBTEX]

    Thesis

    Q. WEI, "Bayesian Fusion of Multi-band Images: A Powerful Tool for Super-resolution," PhD. Thesis, INP TOULOUSE, September 2015.

    Qi WEI's Ph.D thesis was rated as one of the best theses (Prix Léopold Escande) at University of Toulouse, 2015.

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    Qi WEI,
    6 Aug 2016, 03:59
    Ċ
    Qi WEI,
    7 Aug 2016, 07:26
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