M.A. (Maruf) Dhali, Dr

Assistant Professor in Artificial Intelligence

Faculty of Religion, Culture and Society

Telephone:

Faculty of Science and Engineering

Telephone:

+31 50 36 34518

E-mail:

m.a.dhali rug.nl

ORCID Research Portal

Publications

Artificial Intelligence in Historical Document Analysis: Pattern recognition and machine learning techniques in the study of ancient manuscripts with a focus on the Dead Sea Scrolls

Dhali, M. A., 2024, [Groningen]: University of Groningen. 314 p.

Research output: Thesis › Thesis fully internal (DIV)

Pattern Recognition Techniques in Image-Based Material Classification of Ancient Manuscripts

Dhali, M. A., Reynolds, T., Alizadeh, A. Z., Nijdam, S. H. & Schomaker, L., 22-Feb-2024, Lecture Notes in Computer Science: Pattern Recognition Applications and Methods. Switzerland: Springer, Vol. 14547. p. 124–150 27 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

Performance Analysis of Handwritten Text Augmentation on Style-Based Dating of Historical Documents

Koopmans, L., Dhali, M. A. & Schomaker, L., 4-Apr-2024, In: SN Computer Science. 5, 17 p., 397.

Research output: Contribution to journal › Article › Academic › peer-review

Image-Based Material Analysis of Ancient Historical Documents

Reynolds, T., Dhali, M. & Schomaker, L., 2023, Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods - ICPRAM. Lisbon, Portugal: SciTePress, Vol. 1. p. 697-706 11 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

LostPaw: Finding Lost Pets using a Contrastive Learning-based Transformer with Visual Input

Voinea, A., Kock, R. & Dhali, M. A., 28-Apr-2023, (Submitted) 14765 ed., arXiv, 12 p. (ArXiv).

Research output: Working paper › Preprint › Academic

Oil Spill Segmentation using Deep Encoder-Decoder models

Ramanathapura Satyanarayana, A. & Dhali, M. A., 3-May-2023, In: ArXiv. 10 p.

Research output: Contribution to journal › Article › Academic

The Effects of Character-Level Data Augmentation on Style-Based Dating of Historical Manuscripts

Koopmans, L., Dhali, M. & Schomaker, L., 2023, Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods - ICPRAM. Lisbon, Portugal: SciTePress, Vol. 1. p. 124-135 12 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Artificial intelligence based writer identification generates new evidence for the unknown scribes of the Dead Sea Scrolls exemplified by the Great Isaiah Scroll (1QIsaa)

Popović, M., Dhali, M. A. & Schomaker, L., 2021, In: PLoS ONE. 16, 4, 28 p., e0249769.

Research output: Contribution to journal › Article › Academic › peer-review

Feature-extraction methods for historical manuscript dating based on writing style development

Dhali, M. A., Jansen, C. N., De Wit, J. W. & Schomaker, L., 1-Mar-2020, In: Pattern Recognition Letters. 131, p. 413-420 8 p.

Research output: Contribution to journal › Article › Academic › peer-review

BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks

Dhali, M. A., Wit, J. W. D. & Schomaker, L., 13-Nov-2019, In: ArXiv.

Research output: Contribution to journal › Article › Academic

All (11) publications

Press/Media: Expert Comment › Popular

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