Publications

Complete list: Google Scholar 

International Journal Papers

  • Submitted papers
  1. N. Ouzir, V. Pustovalov, D. H. Pham, D. Kouamé and J.-C. Pesquet, Joint Blood Flow and Tissue Motion Estimation in Doppler Ultrafast Ultrasound Imaging, Submitted.
  2. M. A. Colominas, S. Meignen, and D. H. Pham, “Adaptive Ridge Detection and Mode Reconstruction Based on STFT Phase Information,” Submitted. 
  • Published papers
  1. A. Floquet, S. Dutta, E. Soubies, D. H. Pham and D. Kouame, “Automatic Tuning of Denoising Algorithms Parameters Without Ground Truth,” in IEEE Signal Processing Letters, vol. 31, pp. 381-385, 2024. Available: https://hal.science/hal-04344047. Code : https://gitlab.com/a_floquet/  
  2. D. Nguyen, H. C. Nguyen, T. T. Pham; D. H. Pham and P. D. Nguyen, “Time-frequency analysis based Deep Learning for gear fault classification”,  Accepted for publication in SN Applied Sciences, November 2023.
  3. D. H. Pham, A. Basarab, I. Zemmoura, J. -P. Remenieras and D. Kouamé, “Joint Blind Deconvolution and Robust Principal Component Analysis for Blood Flow Estimation in Medical Ultrasound Imaging,” in IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 68, no. 4, pp. 969-978, April 2021. Available: arxiv.org/pdf/2007.05428.pdf. Code:
  4. S. Meignen, D. H. Pham, and M. A. Colominas, “On the use of Short-Time Fourier Transform and Synchrosqueezing-Based Demodulation for Mode Reconstruction of Multicomponent Signals,” in Signal Processing, Elsevier, Vol. 178, p. 107760, January 2021. Available: doi.org/10.1016/j.sigpro.2020.107760
    BibTeX
  5. M. A. Colominas, S. Meignen, D. H. Pham, “Fully Adaptive Ridge Detection Based on STFT Phase Information,” in IEEE Signal Processing Letters, Vol. 27, p. 620-624, April 2020. Available: ieeexplore.ieee.org/abstract/document/9067020
    BibTeX
  6. S. Meignen, T. Oberlin, D. H. Pham, “Synchrosqueezing transforms: From low- to high-frequency modulations and perspectives,” in Comptes Rendus de l’Académie des Sciences, Elsevier, Vol. 20 N. 5, Juillet 2019. Available: doi.org/10.1016/j.crhy.2019.07.001
    BibTeX
  7. M. A. Colominas, S. Meignen, D. H. Pham, “Time-Frequency Filtering Based on Model Fitting in the Time-Frequency Plane,” in IEEE Signal Processing Letters, Vol. 26 N. 5, p. 660-664, May 2019. Available: ieeexplore.ieee.org/document/8664103
    BibTeX
  8. S. Meignen, D. H. Pham, “Retrieval of the Modes of Multicomponent Signals From Downsampled Short-Time Fourier Transform,” in IEEE Transactions on Signal Processing, Vol. 66 N. 23, p. 6204-6215, décembre 2018. Available: ieeexplore.ieee.org/document/8488504
    BibTeX. Code:
  9. D. H. Pham, and S. Meignen, “Second-order synchrosqueezing transform: The wavelet case, comparisons and applications,” hal-01586372, 2018. Available: hal.archives-ouvertes.fr/hal-01586372. Code:
  10. D. H. Pham, S. Meignen, D. Nafissa, J. Fontecave-Jallon, B. Rivet, “Phonocardiogram Signal Denoising Based on Non-negative Matrix Factorization and Adaptive Contour Representation Computation,” in IEEE Signal Processing Letters, Vol. 25 N. 10, p. 1475-1479, October 2018. Available: ieeexplore.ieee.org/document/8434355.
    BibTeX
  11. D. H. Pham, S. Meignen, “An Adaptive Computation of Contour Representations for Mode Decomposition,” in IEEE Signal Processing Letters, Vol. 24 N. 11, p. 1596-1600, November 2017.  Available: ieeexplore.ieee.org/document/8031078. Code:
    BibTeX
  12. D. H. Pham, S. Meignen, “High-Order Synchrosqueezing Transform for Multicomponent Signals Analysis – With an Application to Gravitational-Wave Signal,” in IEEE Transactions on Signal Processing, Vol. 65 N. 12, p. 3168-3178, June 2017. Available: ieeexplore.ieee.org/document/7885114. Code:
    BibTeX
  13. S. Meignen, D. H. Pham, S. Mclaughlin, “On Demodulation, Ridge Detection, and Synchrosqueezing for Multicomponent Signals,” in IEEE Transactions on Signal Processing, Vol. 65 N. 8, p. 2093-2103, April 2017. Available: ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7829418. Code:
    BibTeX

International Conferences

  1. V. Pustovalov, D. H. Pham, D. Kouamé, “Super-resolution Ultrasound imaging via Unpaired Training with the Model-Informed CycleGAN Algorithm,” in IEEE 21th International Symposium on Biomedical Imaging (ISBI), May 27- 30, 2024, Athens, Greece. Available: hal-04493922.
  2. S. Dutta, N. K. Tuador, J. Michetti, B. Georgeot, D. H. Pham, D. Kouamé, and A. Basarab, “Computed Tomography Image Restoration Using a Quantum-Based Deep Unrolled Denoiser and a Plug-and-Play Framework”, in EUSIPCO 2023, September 04 -08, 2023, Helsinki, Finland. Available: Eusipco2023/pdfs/0000845.
  3. V. Pustovalov, D. H. Pham, D. Kouamé,  “Physics-Informed Cyclic GAN for Resolution Enhancement with Application to Ultrafast Ultrasound Blood Flow Imaging,” in IEEE International Ultrasonics Symposium (IUS 2023), September 3 – 8, 2023, Montréal, Canada. 
  4. D. H. Pham, V. Pustovalov, D. Kouamé,  “Blind Deconvolved Robust Principal Component Analysis (BD-RPCA) for Enhancing Ultrasound Localization Microscopy (UML) Performance,” in IEEE International Ultrasonics Symposium (IUS 2023), September 3 – 8, 2023, Montréal, Canada. 
  5. D. H. Pham, V. Pustovalov, D. Kouamé, “The Performance Improvement of Ultrasound Localization Microscopy (ULM) Using the Robust Principal Component Analysis (RPCA),” in the 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), July 24 – 27, 2023, Sydney, Australia. Available: hal-04137949.
  6. V. Pustovalov, D. H. Pham, D. Kouamé, “Deep Unfolding RPCA for High-Resolution Flow Estimation,” in IEEE International Ultrasonics Symposium (IUS 2022), October 10 – 13, 2022, Venice, Italy. Available: hal-03787159.
  7. J. Michetti, D. H. Pham, A. Basarab, F. Diemer, D. Kouamé, “Validation of a new CBCT automated method to explore root canal transportation”, 20th Biennal Congress of the European Society of Endodontology (ESE 2022), European Society of Endodontology, Sep 2022, Budapest, Hungary. Available: hal-03777930.
  8. J. Michetti, A. Basarab, D. H. Pham, D. Kouamé, F. Diemer, “Shaping ability of new RevoS and ProTaper Gold: a cone-beam computed tomography study”, 20th Biennal Congress of the European Society of Endodontology (ESE 2022), European Society of Endodontology, Sep 2022, Budapest, Hungary. Available: hal-03777940.
  9. V. Pustovalov, D. H. Pham, JP. Remenieras, and D. Kouamé “Motion compensation for the estimation of high-resolution blood flow in ultrafast ultrasound imaging”, in Proc. SPIE 12038, Medical Imaging 2022: Ultrasonic Imaging and Tomography, 4 April 2022, San Diego, California United States. Available: hal-03352539.
  10. S. Dutta, N. K. Tuador, J. Michetti, B. Georgeot, D. H. Pham, A. Basarab, D. Kouamé, “Quantum denoising-based super-resolution algorithm applied to dental tomography images”, in ISBI 2022, March 28 -31, 2022, Kolkata, India. Available: ieeexplore.ieee.org/document/9761623. 
  11. N. K. Tuador, D. H. Pham, V. François, A. Basarab, D. Kouamé, “Block-Wise 3D Ultrasound Image Super-Resolution,” in IEEE International Ultrasonics Symposium (IUS 2021), Virtual Symposium, September 11 – 16, 2021. Available: hal-03349339.
  12. D. H. Pham, A. Basarab, JP. Remenieras, P. Rodríguez, D. Kouamé, “Fast High Resolution Blood Flow Estimation and Clutter Rejection via an Alternating Optimization Problem”, in ISBI 2021, Nice, France. Available: arxiv.org/pdf/2011.01811.pdf. Code:
  13. N. K. Tuador, D. H. Pham, J. Michetti, A. Basarab, D. Kouamé, “A Novel Fast 3D Single Image Super-Resolution Algorithm”, in ISBI 2021, Nice, France. Available: arxiv.org/pdf/2010.15491.pdf. Code:
  14. D. H. Pham, A. Basarab, JP. Remenieras, D. Kouamé, “Blind deconvolution-based clutter suppression for vascularization imaging,” in IEEE International Ultrasonics Symposium (IUS 2020), Las Vegas, USA, September 6 – 11, 2020.
  15. S. Meignen, M. Colominas, D. H. Pham, “On the Use of Renyi Entropy for Optimal Window Length in the Short-Time Fourier Transform,” in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), Barcelona, Spain, 04/05/2020-08/05/2020, May 2020. Available: ieeexplore.ieee.org/document/9053392
    BibTeX
  16. D. H. Pham, S. Meignen, “Demodulation Algorithm Based on Higher Order Synchrosqueezing,” in European Signal and Image Processing Conference (EUSIPCO 2019), Coruña, 01/09/2019-07/09/2019, September 2019. Résumé. Available: doi.org/10.23919/EUSIPCO.2019.8902962
    BibTeX
  17. D. H. Pham, S. Meignen, “A Novel Thresholding Technique for the Denoising of Multicomponent Signals,” in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Calgary, Alberta, Canada, 15/04/2018-20/04/2018, EURASIP, 2018. Résumé. Available: ieeexplore.ieee.org/document/8462216. Code:
    BibTeX

Ph.D. Thesis  

  1. D. H. Pham, “Contributions to the Analysis of Multicomponent Signals: Synchrosqueezing and Associated Methods,” Thèse de doctorat, Laboratoire Jean Kuntzmann, Université Grenoble Alpes, Grenoble, France, September 2018. Résumé. Available: tel.archives-ouvertes.fr/tel-01881995v2
    BibTeX

Others

  1. D. H. Pham, M. Sylvain, “Second-order Synchrosqueezing Transform: The Wavelet Case, Comparisons and Applications,” Diffusion Scientifique. May 2018. Available: hal.archives-ouvertes.fr/hal-01586372v2
    BibTeX
  2. D. H. Pham, “Synchrosqueezing appliqué aux ondes gravitationnelles,” in Rencontre GdR ISIS-OG : questions ouvertes en analyse du signal pour l’astronomie gravitationnelle, Paris, October 2018. Présentation orale. BibTeX
  3. D. H. Pham, “A family of synchrosqueezing transforms for multicomponent signal analysis,” in IEEE-EURASIP Summer School, Signal Processing meets Deep Learning – Capri, Italy, September 2017. Poster. BibTeX
  4. D. H. Pham, “Analysis, synthesis and transformations by reassignment, emd and synchrosqueezing,” in Workshop ASTRES, Grenoble, June 2016.

 

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