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Dive into the research topics where Divya Velayudhan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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FSID: a novel approach to human activity recognition using few-shot weight imprinting
Belal, M., Hassan, T., Hassan, A., Velayudhan, D., ElHendawi, N., Aljarah, A. & Hussain, I., Dec 2025, In: Scientific Reports. 15, 1, 20865.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Regressor driven incremental instance segmentation for contraband items identification
Nasim, A., Anwar, M., Owais, M., Akcay, S., Velayudhan, D., Akram, M. U., Ghazal, M., Werghi, N. & Hassan, T., 1 Oct 2025, In: Engineering Applications of Artificial Intelligence. 157, 111421.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Addressing Class Imbalance in X-ray Threat Detection with Self-Supervised Balanced DINO
Belal, M., Ahmed, A., Velayudhan, D., Hassan, T., Damiani, E. & Werghi, N., 2024, In: International Conference on Engineering and Emerging Technologies, ICEET. 2024Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
Autonomous Localization of X-Ray Baggage Threats via Weakly Supervised Learning
Velayudhan, D., Ahmed, A., Hassan, T., Gour, N., Owais, M., Bennamoun, M., Damiani, E. & Werghi, N., 1 Apr 2024, In: IEEE Transactions on Industrial Informatics. 20, 4, p. 6563-6572 10 p., 10401259.Research output: Contribution to journal › Article › peer-review
Open Access22 Scopus citations -
Balanced Transformer for Highly Imbalanced Baggage Threat Recognition
Ahmad, A., Velayudhan, D., Hassan, T. & Werghi, N., 2024, 2024 Advances in Science and Engineering Technology International Conferences, ASET 2024. Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Thesis
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Advanced Visual Learning Frameworks for Detecting Security Threats in X-ray Baggage Scans
Velayudhan, D. (Author), Werghi, N. (Supervisor), 16 Dec 2024Student thesis: Doctoral Thesis
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