Syed Sohaib Ali, Ph.D.

Assistant Professor,
Computer Science
Dhanani School of Science and Engineering

Education

  • PhD in Informatics, University of Genoa, Italy.
  • Masters in Electrical (Telecommunication) Engineering, National University of Sciences &
    Technology, Pakistan
  • Bachelor in Electronics Engineering, International Islamic University Islamabad, Pakistan.

Teaching Experience
Assistant Professor, Computer Science department, COMSATS University Islamabad ( Jan 2018 – Aug 2021)
Industrial Experience
Software Developer, Camelot Biomedical Systems, Genoa, Italy (Jan 2017 – Apr 2017)
Early Stage Researcher, Istituto Giannina Gaslini, Genoa, Italy (Sep 2013 – Dec 2015)

Courses Taught
Artificial Intelligence
Programming for AI
Advance Topics in Computer Vision
Introduction to ICT
Programing Fundamentals
Object Oriented Programming
Research Interests
Computer Vision
Deep Learning
Visualization and Augmented Reality

Biography

Syed Sohaib Ali did his Bachelor’s and Master’s in Engineering before finding his true passion in software development. He landed the prestigious Marie Curie fellowship in 2013, earning his way to a PhD in Informatics in 2017.

During his PhD, he worked in a three phase collaboration; 1) Istituto Giannina Gaslini, where clinical assessment and requirements were identified; 2) Computer Science department of University of Genova where theoretical ideas were developed and 3) Camelot Biomedical Systems where those ideas were translated into software solutions. After completing his PhD, he came back to Pakistan, where he has since served as an academician in computer science stream. At Habib University, his current research focuses on designing novel deep learning models for image reconstruction.


Selected Awards and Accomplishments

  • (2018-2019) Startup Research Grant awarded by Higher Education Commission of Pakistan
  • (2013-2015) Marie Curie Fellowship awarded by European Commission
  • 2013 Travel Grant for IEEE ICASSP

Selected Publications

REFEREED JOURNAL PAPERS

  • H. Tahir, S. U. R. Khan, and Syed Sohaib Ali, “LCBPA: An enhanced deep neural network-oriented bug prioritization and assignment technique using content- based filtering,” IEEE Access, vol. In Press, 2020. https://doi.org/10.1109/ACCESS.2021.3093170 (IF: 3.75)
  • M. Iqbal, M. M. Riaz, A. Ghafoor, A. Ahmad, and Syed Sohaib Ali, “Out of focus multi-spectral image deblurring using texture extraction and modified fourier transform,” Multimedia Tools and Applications, pp. 1–14. (IF: 2.23)
  • M. Iqbal, M. M. Riaz, Syed Sohaib Ali, A. Ghafoor, and Ahmed, “Underwater image enhancement using laplace decomposition,” IEEE Geosciences and Remote Sensing Letters, vol. In Press, 2020. (IF: 3.53)
  • R. Ali, A. M. Syed, Syed Sohaib Ali, M. M. Riaz, and M. Z. Iqbal, “Exposure vs contrast enhancement in low light 4k videos,” Signal, Image and Video Processing, vol. In Press, 2020. https://doi.org/10.1007/s11760-020-01714-3 (IF: 1.89)
  • K. N. Sukhia, M. M. Riaz, A. Ghafoor, and Syed Sohaib Ali, “Content-based remote sensing image retrieval using multi scale local ternary pattern,” Digital Signal Processing, vol. 104, 2020. https://doi.org/10.1016/j.dsp.2020.102765 (IF: 2.79)
  • M. Kanwal, M. M. Riaz, Syed Sohaib Ali, and A. Ghafoor, “Image attention retargeting using defocus map and bilateral filter,” Multimedia Tools and Applications, vol. In Press, 2020. https://doi.org/10.1007/s11042-020-08813-w (IF: 2.10)
  • M. Iqbal, Syed Sohaib Ali, N. Altaf, M. Mohsin Riaz, and A. Ghafoor, “A multifocus image fusion using highlevel dwt components and guided filter,” Multimedia Tools and Applica- tions, vol. In Press, 2020. https://doi.org/10.1007/s11042-020- 08661-8 (IF: 2.10)
  • M. Iqbal, M. M. Riaz, A. Ghafoor, Syed Sohaib Ali, and A. Ahmad, “Color and white balancing in low- light image enhancement,” Optik, vol. In Press, 2020. https://doi.org/10.1016/j.ijleo.2020.164260 (IF: 1.91)
  • U. Zia, M. M. Riaz, A. Ghafoor, and Syed Sohaib Ali, “Topic sensitive image descriptions,” Neural Computing and Applica- tions, pp. 1–9, Nov 2019. https://doi.org/10.1007/s00521-019- 04587-x (IF:4.66)
  • M. Iqbal, M. M. Riaz, A. Ghafoor, Syed Sohaib Ali, and A. Ah- mad, “Guided image filtering using data mining and decompo- sition,” The Imaging Science Journal, vol. 67, no. 5, pp. 261– 267, 2019. https://doi.org/10.1080/13682199.2019.1631049 (IF: 0.84)
  • K. N. Sukhia, M. M. Riaz, Syed Sohaib Ali, and N. Iltaf, “Content-based histopathological image retrieval using multi- scale and multichannel decoder based ltp,” Biomedical Sig- nal Processing and Control, vol. 54, p. 101582, 2019. https://doi.org/10.1016/j.bspc.2019.101582 (IF: 2.94)
  • Syed Sohaib Ali, M. Z. Iqbal, and M. M. Riaz, “Describ- ing contrast across scales,” ISPRS Journal of Photogramme- try and Remote Sensing, vol. 128, pp. 326 – 337, 2017. https://doi.org/10.1016/j.isprsjprs.2017.04.002 (IF: 6.94)
  • Syed Sohaib Ali, M. M. Riaz, A. Ghafoor, U. Javed, M. Baig, and M. Arif, “Takagi–sugeno fuzzy system and mtf-based panchromatic sharpening,” Soft Computing, vol. 20, no. 12, pp. 4695–4708, 2016. https://doi.org/10.1007/s00500-014- 1526-z (IF: 2.78)
  • A. Petrelli, B. J. Prakken, and N. D. Rosenblum, “Developing translational medicine professionals: the marie skłodowska- curie action model,” Journal of translational medicine, vol. 14, no. 1, p. 329, 2016. https://doi.org/10.1186/s12967-016-1088-1 (IF: 4.19)
  • Syed Sohaib Ali, M. M. Riaz, and A. Ghafoor, “Fuzzy logic and additive wavelet-based panchromatic sharpening,” IEEE Geoscience and Remote Sensing Letters, vol. 11, no. 1, pp. 357– 360, 2014. https://doi.org/10.1109/LGRS.2013.2258321 (IF: 3.53)
  • U. Javed, M. M. Riaz, A. Ghafoor, Syed Sohaib Ali, and T. A. Cheema, “Mri and pet image fusion using fuzzy logic and image local features,” The Scientific World Journal, vol. 2014, 2014. https://doi.org/10.1155/2014/708075

Selected Publications

REFEREED CONFERENCE PROCEEDINGS

  • Syed Sohaib Ali, M. M. Riaz, and A. Ghafoor, “Fuzzy logic and additive wavelet based image fusion,” in 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), pp. 761– 764, IEEE, 2013. https://doi.org/10.1109/ISCAS.2013.6571958
  • Syed Sohaib Ali, M. M. Riaz, and A. Ghafoor, “Hy- brid component substitution and wavelet based image fu- sion,” in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 2498–2502, IEEE, 2013. https://doi.org/10.1109/ICASSP.2013.6638105
  • S. Ahmad, Syed Sohaib Ali, and M. F. Khan, “A comparative analysis of non-rigid registration methods in atlas-based segmentation of subcortical structures,” in 2012 5th International Conference on BioMedical En- gineering and Informatics, pp. 126–130, IEEE, 2012. https://doi.org/10.1109/BMEI.2012.6513086
  • Syed Sohaib Ali and M. F. Khan, “Atlas based seg- mentation of brain structures in 3d MR images,” in 2011 4th International Conference on Biomedical Engineering and Informatics (BMEI), vol. 1, pp. 137–141, IEEE, 2011. https://doi.org/10.1109/BMEI.2011.6098254
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