Jumana M. Abu-Khalaf

According to our database, Jumana M. Abu-Khalaf authored at least 20 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

MalBoT-DRL: Malware Botnet Detection Using Deep Reinforcement Learning in IoT Networks.

Mohammad Al-Fawa'reh, Jumana Abu-Khalaf, Patryk Szewczyk, James Jin Kang

IEEE Internet Things J., March, 2024

StratXplore: Strategic Novelty-seeking and Instruction-aligned Exploration for Vision and Language Navigation.

Muraleekrishna Gopinathan, Jumana Abu-Khalaf, David Suter, Martin Masek

CoRR, 2024

Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation.

Mariia Khan, Yue Qiu, Yuren Cong, Jumana Abu-Khalaf, David Suter, Bodo Rosenhahn

CoRR, 2024

An Exploration of Diabetic Foot Osteomyelitis X-ray Data for Deep Learning Applications.

Brandon Abela, Martin Masek, Jumana Abu-Khalaf, David Suter, Ashu Gupta

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation.

Muraleekrishna Gopinathan, Martin Masek, Jumana Abu-Khalaf, David Suter

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

The segmentation of nuclei from histopathology images with synthetic data.

Md Shamim Hossain, Leisa J. Armstrong, Jumana Abu-Khalaf, David M. Cook

Signal Image Video Process., October, 2023

Improving accuracy and efficiency in seagrass detection using state-of-the-art AI techniques.

Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Seyed Mohammad Jafar Jalali, Paul Lavery

Ecol. Informatics, September, 2023

Artificial Empathy Classification: A Survey of Deep Learning Techniques, Datasets, and Evaluation Scales.

Sharjeel Tahir, Syed Afaq Shah, Jumana Abu-Khalaf

CoRR, 2023

What Is Near?: Room Locality Learning for Enhanced Robot Vision-Language-Navigation in Indoor Living Environments.

Muraleekrishna Gopinathan, Jumana Abu-Khalaf, David Suter, Sidike Paheding, Nathir A. Rawashdeh

CoRR, 2023

2022

M3T: Multi-class Multi-instance Multi-view Object Tracking for Embodied AI Tasks.

Mariia Khan, Jumana M. Abu-Khalaf, David Suter, Bodo Rosenhahn

Proceedings of the Image and Vision Computing - 37th International Conference, 2022

Automated Radiology Report Generation Using a Transformer-Template System: Improved Clinical Accuracy and an Assessment of Clinical Safety.

Brandon Abela, Jumana Abu-Khalaf, Chi-Wei Robin Yang, Martin Masek, Ashu Gupta

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021

Indoor Semantic Scene Understanding using Multi-modality Fusion.

Muraleekrishna Gopinathan, Giang Truong, Jumana Abu-Khalaf

CoRR, 2021

Multi-species Seagrass Detection Using Semi-supervised Learning.

Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery

Proceedings of the 36th International Conference on Image and Vision Computing New Zealand, 2021

Seagrass Detection from Underwater Digital Images using Faster R-CNN with NASNet.

Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Overlapping Cell Nuclei Segmentation in Digital Histology Images using Intensity-based Contours.

Md Shamim Hossain, Leisa J. Armstrong, Jumana Abu-Khalaf, David M. Cook, Pauline Zaenker

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Indoor Semantic Scene Understanding Using 2D-3D Fusion.

Muraleekrishna Gopinathan, Giang Truong, Jumana Abu-Khalaf

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2018

Experimental Characterization of Inkjet-Printed Stretchable Circuits for Wearable Sensor Applications.

Jumana M. Abu-Khalaf, Razan Saraireh, Saleh Eisa, Ala'aldeen Al-Halhouli

Sensors, 2018

A visual inspection system of glass ampoule packaging defects: effect of lighting configurations.

Nathir A. Rawashdeh, Jumana M. Abu-Khalaf, Walid Khraisat, Shireen S. Al-Hourani

Int. J. Comput. Integr. Manuf., 2018

Optimization of stretchable fingernail sensor fabrication based on finite element modeling.

Jumana M. Abu-Khalaf, Stephen A. Mascaro

Proceedings of the 2018 IEEE Sensors Applications Symposium, 2018

2009

Stretchable fingernail sensors for measurement of fingertip force.

Jumana M. Abu-Khalaf, Jung Woo Park, Debra J. Mascaro, Stephen A. Mascaro

Proceedings of the World Haptics 2009, 2009