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Rajkumar Saini
Rajkumar Saini

Rajkumar Saini

Postdoctoral position
Luleå University of Technology
Machine Learning
Embedded Intelligent Systems LAB
Department of Computer Science, Electrical and Space Engineering
rajkumar.saini@ltu.se
+46 (0)920 493503
Luleå

About Me

I am Rajkumar Saini. I am working as a postdoctoral researcher with Prof. Marcus Liwicki in the EISLAB Machine Learning at Luleå tekniska universitet (Luleå University of Technology), Sweden. I completed my Doctor of Philosophy (Ph.D.) under the supervision of Dr. Partha Pratim Roy in the department of Computer Science & Engineering, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, India. I completed my Master of Technology (M.Tech.) in Computer Science & Engineering from Kamla Nehru Institute of Technology, Sultanpur, Uttar Pradesh, India. I completed my Bachelor of Technology (B.Tech.) in Computer Science & Engineering from Vidya College of Engineering, Meerut, Uttar Pradesh Technical University, Lucknow, Uttar Pradesh, India.

My area of interest are:

Computer Vision and Machine Learning (CVML)
Trajectory Analysis in Computer Vision
Pattern Recognition (PR)
Human-Computer Interface (HCI)
Brain-Computer Interface (BCI)
Digital Image Processing (DIP)

Publications

Article in journal

3D word spotting using leap motion sensor (2021)

Roy. P, Kumar. P, Patidar. S, Saini. R
Multimedia tools and applications, Vol. 80, nr. 8, s. 11671-11689
Article in journal

Anomaly Detection in Natural Scene Images based on enhanced Fine-Grained Saliency and Fuzzy Logic (2021)

Mokayed. H, Shivakumara. P, Saini. R, Liwicki. M, Chee Hin. L, Pal. U
IEEE Access
Article in journal

Challenges of Hate Speech Detection in Social Media (2021)

Data Scarcity, and Leveraging External Resources
Kovács. G, Alonso. P, Saini. R
SN Computer Science, Vol. 2, nr. 2
Conference paper

Pedagogical Principles in the Online Teaching of NLP (2021)

A Retrospection
Kovács. G, Saini. R, Faridghasemnia. M, Mokayed. H, Adewumi. T, Alonso. P, et al.
Part of: Teaching NLP, Proceedings of the Fifth Workshop, s. 1-12, Association for Computational Linguistics (ACL), 2021
Article in journal

Quadbox (2021)

Quadrilateral bounding box based scene text detection using vector regression
Keserwani. P, Dhankhar. A, Saini. R, Roy. P
IEEE Access, Vol. 9, s. 36802-36818
Conference paper

Sign Gesture Recognition from Raw Skeleton Information in 3D Using Deep Learning (2021)

Rakesh. S, Javed. S, Saini. R, Liwicki. M
Part of: Computer Vision and Image Processing, 5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part II, s. 184-195, Springer Nature, 2021
Conference paper

Static Palm Sign Gesture Recognition with Leap Motion and Genetic Algorithm (2021)

Rakesh. S, Kovács. G, Mokayed. H, Saini. R, Pal. U
Part of: 2021 Swedish Artificial Intelligence Society Workshop (SAIS), s. 54-58, IEEE, 2021
Conference paper

Hate Speech Detection using Transformer Ensembles on the HASOC Dataset (2020)

Alonso. P, Saini. R, Kovács. G
Part of: Speech and Computer, 22nd International Conference, SPECOM 2020, St. Petersburg, Russia, October 7–9, 2020, Proceedings, s. 13-21, Springer, 2020
Conference paper

TheNorth @ HaSpeeDe 2 (2020)

BERT-based Language Model Fine-tuning for Italian Hate Speech Detection
Lavergne. E, Saini. R, Kovács. G, Murphy. K
Part of: Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020) Online event, December 17th, 2020., RWTH Aachen University, 2020
Conference paper

TheNorth at SemEval-2020 Task 12 (2020)

Hate Speech Detection using RoBERTa
Alonso. P, Saini. R, Kovács. G
Part of: The International Workshop on Semantic Evaluation, Proceedings of the Fourteenth Workshop, s. 2197-2202, International Committee for Computational Linguistics, 2020
Conference paper

ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records (2019)

Saini. R, Dobson. D, Morrey. J, Liwicki. M, Liwicki. F
Part of: The 15th IAPR International Conference on Document Analysis and Recognition, ICDAR 2019, s. 1499-1504, IEEE, 2019
Conference paper

TheNorth at HASOC 2019 (2019)

Hate Speech Detection in Social Media Data
Alonso. P, Saini. R, Kovács. G
Part of: Working Notes of FIRE 2019 - Forum for Information Retrieval Evaluation, s. 293-299, RWTH Aachen University, 2019
Conference paper

Trilingual 3D Script Identification and Recognition using Leap Motion Sensor (2019)

Saini. R, Kumar. P, Patidar. S, Roy. P, Liwicki. M
Part of: 2019 International Conference on Document Analysis and Recognition Workshops (ICDARW), s. 24-28, IEEE, 2019