CONTACT INFORMATION
3rd Floor, Tower – III, General Mustafiz Tower, MIST
Mirpur Cantonment, Dhaka-1216, Bangladesh.
ACADEMIC BACKGROUND
|
Degree/Examination |
Institution (University/College/School/Dept.) |
Class/Division/CGPA |
Year |
|
PhD in Information and Communication Technology |
University of Trento, Italy. (Department of Information and Communication Technology )
|
- |
October, 2017 |
|
M.Sc. in Advanced Computing Systems |
Lucian Blaga University of Sibiu, Romania. (Department of Computer Science and Electrical Engineering)
|
10 (in a scale of 10) |
June, 2011 |
|
B.Sc. in Computer Science and Engineering |
Ahsanullah University of Science & Technology, Dhaka, Bangladesh. (Department of Computer Science and Engineering)
|
3.858 (in a scale of 4.00)
|
June, 2007 |
Ph.D. Thesis Title : Correspondence among Connectomes as Combinatorial Optimization
Link : http://eprints-phd.biblio.unitn.it/2639/
Specialization: Neuroinformatics
M.Sc. Thesis Title : A Performance Investigation on Lucas Kanade Optical Flow Algorithm
Specialization: Computer Vision, Image Processing
Bachelor Project and Thesis Title: System Analysis and Design Project
Professional Awards
- PhD Research Grant
- Excellence Certificate from FBK for the publications produced during the PhD
- Erasmus Mundus Scholarship
- Got scholarships based on semester final results in B.Sc. (all semesters)
- Dean’s list of honour at AUST
Research Grants Received
|
Organization Offering the Grant |
Project title |
Period |
|
Fondazione Bruno Kessler (Italy) |
Machine Learning for Neuroscience |
2013-2017 |
Publications
a) Journal Publications (recognized and refereed journals/proceedings):
- Nusrat Sharmin , Emanuele Olivetti, and Paolo Avesani. White Matter Tract Segmentation as Multiple Linear Assignment Problems, Frontiers in Neuroscience, 2018, DOI: 10.3389/fnins.2017.00754. Impact Factor: 3.5666
- Emanuele Olivetti, Nusrat Sharmin, and Paolo Avesani. Alignment of Tractograms As Graph Matching. Frontiers in Neuroscience, 2016, DOI: 10.3389/fnins.2016.00554. Impact Factor: 3.5666
- Diana Porro-Munoz, Emanuele Olivetti, Nusrat Sharmin, Thien Bao Nguyen, Eleftherios Garyfallidis, and Paolo Avesani. Tractome: A Visual Data Mining Tool for Brain Connectivity Analysis. International Journal of Data Mining and Knowledge Discovery (DAMI), 2014, DOI: 10.1007/s10618-015-0408-z. Impact Factor: 3.160
- Nusrat Sharmin and Remus Brad, Optimal Filter Estimation for Lucas-Kanade Optical Flow, Sensors, vol. 12, no. 9, pp. 12694-12709, September 2012. Impact Factor: 2.677
- Niloy, Amit Raha, Atiqul Islam Chowdhury, and Nusrat Sharmin. "A Brief Review on Different Driver's Drowsiness Detection Techniques." International Journal of Image, Graphics and Signal Processing 12, no. 3 (2020): 41.
b) Conferences (national and international conferences and seminars):
- Nusrat Sharmin , Emanuele Olivetti, and Paolo Avesani. Alignment of Tractograms as Linear Assignment Problem. Computational Diffusion MRI (CDMRI), Mathematics and Visualization, pages 109-120. Springer International Publishing, 2016, DOI:10.1007/978-3-319-28588-7_10.
- Nusrat Sharmin, Emanuele Olivetti, and Paolo Avesani. White Matter Tract Segmentation By Means of Streamlines Correspondence. Annual Meeting of the Organization for Human Brain Mapping (OHBM 2017).
- Emanuele Olivetti, Giulia Bert`o, Pietro Gori, Nusrat Sharmin , Paolo Avesani. Comparison of Distances for Supervised Segmentation of White Matter Tractography. 7th International Workshop on Pattern Recognition in NeuroImaging, 2017. DOI: 10.1109/PRNI.2017.7981502.
- Nusrat Sharmin, Paolo Avesani, and Emanuele Olivetti. Aligning Tractograms: a Linear Assignment Problem. Italian Chapter of International Society of Magnetic Resonance in Medicine (ISMRM, 2016).
- Paolo Avesani, Emanuele Olivetti, Thien Bao Nguyen, Nusrat Sharmin, and Nivedita Agarwal. White-Matter Alignment Across Subjects by Tractography Mapping. In the 21th Annual Meeting of the Organization for Human Brain Mapping (OHBM 2015).
- Saif, Sarwar, Samiur Rahman, and Nusrat Sharmin. "One-Class SVM for Human Brain Segmentation." In 2019 22nd International Conference on Computer and Information Technology (ICCIT), pp. 1-7. IEEE, 2019.
Research/study activities:
Attended Summer School/ Tutorial: 1.
i) Verona Diffusion Workshop, 2014: I have attended the Verona Diffusion Workshop, 2014 (http://hardi.epfl.ch/event/vdw_2014) organized by the Computer Science Department, University of Verona, Italy, Sherbrooke Connectivity Imaging Lab (SCIL), Universite de Sherbrooke, Canada, and Signal Processing Laboratory (LTS5), EPFL, Switzerland.
ii) School on Brain Connectomics, 2016: I have attended the summer school of Brain Connectomics (http://brainconnectomics.org/) held at the Department of Computer Science of the University of Verona, Italy.
iii) Data Sharing Tutorial, PRNI 2016: I have attended the tutorial on data sharing (http://prni2016.wixsite.com/prni2016/blank-4) at the International Workshop on Pattern Recognition in Neuroimaging (PRNI 2016).
iv) Brain Networks Analysis, PRNI 2016: I have attended the tutorial on brain network analysis (http://prni2016.wixsite.com/prni2016/blank-3) at the International Workshop on Pattern Recognition in Neuroimaging (PRNI 2016).
v) MICCAI workshop on computational diffusion MRI (CDMRI 2015): I have presented a poster on MICCAI 2015 workshop on computational diffusion MRI, Munich, Germany. The poster entitled "Alignment of Tractograms as Linear Assignment Problem".
