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ORCIDDivya Velayudhan
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2020 – today
- 2026
[j9]Muhammad Shafay
, Divya Velayudhan, Muhammad Owais, Taimur Hassan, Lakmal D. Seneviratne, Irfan Hussain, Naoufel Werghi:
An end-to-end vision-language framework with LLM-based reasoning for decision-oriented tomato leaf disease management in greenhouse environments. Comput. Electron. Agric. 247: 111692 (2026)- [j8]Abdelfatah Hassan Ahmed, Mohammad Irshaid, Mohamad Alansari, Divya Velayudhan, Mohammed Tarnini, Mohammed El-Amine Azz, Naser A. Abou-Elheggag, Taimur Hassan, Ernesto Damiani, Naoufel Werghi:
PRISM-X: Progressive semi-supervised threat detection in X-ray scans with self-guided multimodal refinement. Inf. Process. Manag. 63(5): 104640 (2026) - [i6]Mohamad Alansari, Naufal Suryanto, Divya Velayudhan, Sajid Javed, Naoufel Werghi, Muzammal Naseer:
SPARROW: Learning Spatial Precision and Temporal Referential Consistency in Pixel-Grounded Video MLLMs. CoRR abs/2603.12382 (2026) - 2025
- [c14]Divya Velayudhan, Abdelfatah Hassan Ahmed, Mohamad Alansari, Neha Gour, Abderaouf Behouch, Taimur Hassan, Syed Talal Wasim, Nabil Maalej, Muzammal Naseer, Juergen Gall, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection. CVPR 2025: 20767-20777 - [c13]Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Ernesto Damiani, Naoufel Werghi, Ibrahim Abe M. Elfadel:
On Enhancing Anomaly Detection in X-Ray Baggage Inspection Using Persistence Homology. NEW2AN/ruSMART (1) 2025: 144-154 - [c12]Divya Velayudhan, Abdelfatah Hassan Ahmed, Muzammal Nassar, Ernesto Damiani, Naoufel Werghi:
A Domain-Adaptive Vision-Language Model for X-ray Security Screening. RTSI 2025: 82-86 - [i5]Divya Velayudhan, Abdelfatah Hassan Ahmed, Mohamad Alansari, Neha Gour, Abderaouf Behouch, Taimur Hassan, Syed Talal Wasim, Nabil Maalej, Muzammal Naseer, Juergen Gall, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection. CoRR abs/2504.02823 (2025) - [i4]Gabriele Paolini, Claudio Tortorici, Stefano Berretti, Ahmed Hazem Youssef, Halim Benhabiles, Adnane Cabani, Ruiwen He, Karim Hammoudi, Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Divya Velayudhan, Maregu Assefa, Naoufel Werghi:
SHREC'25 Track on Multiple Relief Patterns: Report and Analysis. CoRR abs/2508.09909 (2025) - [i3]Anabia Sohail, Mohamad Alansari, Ahmed Abughali, Asmaa Chehab, Abdelfatah Hassan Ahmed, Divya Velayudhan, Sajid Javed, Hasan Al Marzouqi, Ameena Saad Al-Sumaiti, Junaid Kashir, Naoufel Werghi:
Cytoplasmic Strings Analysis in Human Embryo Time-Lapse Videos using Deep Learning Framework. CoRR abs/2512.09461 (2025) - 2024
- [j7]Mohamad Alansari, Abdelfatah Hassan Ahmed, Khaled Alnuaimi, Divya Velayudhan, Taimur Hassan, Sajid Javed, Mohammed Bennamoun, Naoufel Werghi:
Multi-Scale Hierarchical Contour Framework for Detecting Cluttered Threats in Baggage Security. IEEE Access 12: 77454-77467 (2024) - [j6]Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Enhancing security in X-ray baggage scans: A contour-driven learning approach for abnormality classification and instance segmentation. Eng. Appl. Artif. Intell. 130: 107639 (2024) - [j5]Taimur Hassan, Bilal Hassan, Muhammad Owais, Divya Velayudhan, Jorge Dias, Mohammed Ghazal, Naoufel Werghi:
Incremental convolutional transformer for baggage threat detection. Pattern Recognit. 153: 110493 (2024) - [j4]Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Neha Gour, Muhammad Owais, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Autonomous Localization of X-Ray Baggage Threats via Weakly Supervised Learning. IEEE Trans. Ind. Informatics 20(4): 6563-6572 (2024) - [j3]Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Muhammad Owais, Neha Gour, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Semi-supervised contour-driven broad learning system for autonomous segmentation of concealed prohibited baggage items. Vis. Comput. Ind. Biomed. Art 7(1): 30 (2024) - [c11]Abdelfatah Hassan Ahmed, Divya Velayudhan, Mahmoud Elmezain, Muaz Al Radi, Abderrahmene Boudiaf, Taimur Hassan, Mohamed Deriche, Mohammed Bennamoun, Naoufel Werghi:
CLIFS: Clip-Driven Few-Shot Learning for Baggage Threat Classification. ICIP 2024: 753-759 - [c10]Muhammad Owais, Muhammad Zubair, Taimur Hassan, Divya Velayudhan, Irfan Hussain, Naoufel Werghi:
Recurrent 3-D Multi-Level Visual Transformer For Joint Classification of Heterogeneous 2-d AND 3-D Radiographic Data. ICIP 2024: 3205-3211 - [i2]Basit Alawode, Shibani Hamza, Adarsh Ghimire, Divya Velayudhan:
Transformer-Based Wireless Capsule Endoscopy Bleeding Tissue Detection and Classification. CoRR abs/2412.19218 (2024) - 2023
- [j2]Divya Velayudhan, Taimur Hassan, Ernesto Damiani, Naoufel Werghi:
Recent Advances in Baggage Threat Detection: A Comprehensive and Systematic Survey. ACM Comput. Surv. 55(8): 165:1-165:38 (2023) - [c9]Abdelfatah Hassan Ahmed, Mohamad Alansari, Khaled Alnuaimi, Divya Velayudhan, Taimur Hassan, Naoufel Werghi:
Detection Transformer Framework for Recognition of Heavily Occluded Suspicious Objects. CIVEMSA 2023: 1-6 - [c8]Ammara Nasim, Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Samet Akcay, Muhammad Usman Akram, Naoufel Werghi:
Incremental Instance Segmentation for Cluttered Baggage Threat Detection. CIVEMSA 2023: 1-6 - [c7]Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Context-Aware Transformers for Weakly Supervised Baggage Threat Localization. ICIP 2023: 3538-3542 - [c6]Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Highly Imbalanced Baggage Threat Classification. ICMLC 2023: 121-126 - 2022
- [j1]Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat:
Emotional speaker identification using a novel capsule nets model. Expert Syst. Appl. 193: 116469 (2022) - [c5]Abdelfatah Hassan Ahmed, Ahmad Obeid, Divya Velayudhan, Taimur Hassan, Ernesto Damiani, Naoufel Werghi:
Balanced Affinity Loss for Highly Imbalanced Baggage Threat Contour-Driven Instance Segmentation. ICIP 2022: 981-985 - [c4]Divya Velayudhan, Adarsh Ghimire, Jorge Dias, Naoufel Werghi, Sajid Javed:
Underwater Fish Tracking-by-Detection: An Adaptive Tracking Approach. ICPR Workshops (3) 2022: 504-515 - [c3]Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Transformers for Imbalanced Baggage Threat Recognition. ROSE 2022: 1-7 - [i1]Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat:
Emotional Speaker Identification using a Novel Capsule Nets Model. CoRR abs/2201.02994 (2022) - 2020
- [c2]Muhammad Shafay, Taimur Hassan, Divya Velayudhan, Ernesto Damiani, Naoufel Werghi:
Deep Fusion Driven Semantic Segmentation for the Automatic Recognition of Concealed Contraband Items. SoCPaR 2020: 550-559
2010 – 2019
- 2016
- [c1]Divya Velayudhan, Salim Paul:
Removal of random-valued impulse noise using detection filters and group sparse modeling. ICACCI 2016: 1826-1832
Coauthor Index
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