Journals

[J1] K. Agarwal and R. Machan, Multiple Signal Classification Algorithm for super-resolution fluorescence microscopy, Nature Communications, vol. 7, article id. 13752, 2016. (impact factor = 12.124) (Preprint and an easily readable supplement PDF) (PDF)
[J2] K. Agarwal and D.K. Prasad, "Eigen-analysis reveals components supporting super-resolution imaging of blinking fluorophores", Scientific Reports, vol. 7, 2017. (impact factor = 4.259) (Source code)(PDF)
[J3] K. Agarwal, R. Machan, and D. K. Prasad, “Non-heuristic automatic techniques for overcoming low signal-to-noise-ratio bias of localization microscopy and multiple signal classification algorithm”, Scientific Reports, 2018. (impact factor = 4.259)(source code and PDF)

Conferences

2019

[C11] S. A. A. Maldonado, G. M. A. Mehedi Hussain, F. Godtliebsen, B. S. Ahluwalia, H. P. Ha, D. K. Prasad, K. Agarwal, “Multiple Signal Classification: Challenges on the Route from Millimeter Resolution to Nanometer Resolution”, Progress In Electromagnetics Research Symposium, Rome, 17-20 June, 2019.

[C10] S. A. A. Maldonado, I.-S. Opstad, L. E. V. Hernandez, M. Nystad, M. Aguilera, M. Storflor, C. I. Oie, S. Abel, A. B. Birgisdottir, T. Karstad, D. L. Wolfson, J.-C. Tinguely, T. Myrmel, P. McCourt, T. Johansen, B. S. Ahluwalia, K. Agarwal, “Fluorescence Nanoscopy Using Multiple Signal Classification Algorithm (MUSICAL): From Electromagnetics Inverse Scattering Problem to Optics Inverse Source Problem”, Progress In Electromagnetics Research Symposium, Rome, 17-20 June, 2019.


2018

[C9] I.-S. Opstad, K. Agarwal, D. A. Popova, G. Acharya, P. Basnet, B. S. Ahluwalia, "Live-cell optical nanoscopy of human spermatozoa", Norwegian Electro-optics meeting 2018,Lofoten, Norway, 2–4 May, 2018.

[C8] K. Agarwal, L. E. V. Hernandez, I.-S. Opstad, M. Nystad, Å. B. Birgisdottir, T. Kalstad, T. Myrmel, C. I. Øie, and B. S. Ahluwalia, "High-speed, high resolution, multi-color imaging of living cells and tissues using MUSICAL", SPIE Optics + Photonics 2018, San Diego, California, United States, 19 - 23 August 2018.

[C7] K. Agarwal, I.-S. Opstad, M. Aguilera, M. Storflor, Å. B. Birgisdottir, D. Wolfson, T. Kalstad, S. Abel, T. Myrmel, T. Johansen, and B. S. Ahluwalia, "Breaking the diffraction barrier at high-speed using MUSICAL", Norwegian Electro-optics meeting 2018,Lofoten, Norway, 2–4 May, 2018.

[C6] K. Agarwal, I.S. Opstad, J.C. Tinguely, S. Abel, T. Kalstad, A.B. Birgisdottir, T. Myrmel, B.S. Ahluwalia, "High-Speed, Multi-Color Live Cell Nanoscopy Using Musical", Focus on Microscopy Conference, Singapore, 25-28 March, 2018.

[C5] Ø. I. Helle, J.-C. Tinguely, D. A. Coucheron, F. Dullo, C. I. Øie, K. Agarwal, B. S. Ahluwalia , "Photonic Chip-Based Multi-Modality TIRF Nanoscopy Platform", Focus on Microscopy Conference, Singapore, 25-28 March, 2018.


2017

[C4] K. Agarwal,   Ø. I.  Helle, T.D. Firehun, J.-C. Tinguely , and B. S. Ahluwalia, “ Low toxicity super-resolution imaging at high temporal speed using chip-based speckle-MUSICAL suitable for live cell imaging”, EMBL Symposia-  Seeing is Believing - Imaging the Processes of Life, Heidelberg, Germany, 4-7 October, 2017.

[C3] K. Agarwal, B. Ghosh, D. L. Wolfson, C. I. Oie, J. Chatterjee, and B. S. Ahluwalia, “Computational Nanoscopy Using Multiple Signal Classification Algorithm (MUSICAL) for Fluorescence Imaging”,  Progress In Electromagnetics Research Symposium, Singapore, 19-22 November, 2017.

[C2] I. S. Opstad, S. Abel, B. S. Ahluwalia, and K. Agarwal, “ Multi-color nanoscopy of live-cell processes in E. coli bacteria using MUSICAL”,  Progress In Electromagnetics Research Symposium, Singapore, 19-22 November, 2017.

[C1] K. Agarwal, “Multiple Signal Classification: From Millimeter Resolution to Nanometer Resolution”, Progress In Electromagnetics Research Symposium, Singapore, 19-22 November, 2017.

This is where you can find datasets, source code and plugins of our group.


MUSICAL Dataset

Link


MUSICAL ImageJ Plugins

ImageJ Plugin link

The ImageJ Plugin video - How to use JMUSICAL - https://www.youtube.com/watch?v=CsJHqSQb11E


MUSICAL Matlab code?

Source Code of MUSICAL in MATLAB

Speckle MUSICAL

in progress.