Jumana Abu-Khalaf

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Histopathology Images

Scene Understanding

Top Venues

Publications

Mohammad Al-Fawa'reh, Jumana Abu-Khalaf, Patryk Szewczyk, James Jin Kang
MalBoT-DRL: Malware Botnet Detection Using Deep Reinforcement Learning in IoT Networks. IEEE Internet Things J. 11 (6) (2024)
Mariia Khan, Yue Qiu, Yuren Cong, Jumana Abu-Khalaf, David Suter, Bodo Rosenhahn
Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation. CoRR (2024)
Brandon Abela, Martin Masek, Jumana Abu-Khalaf, David Suter, Ashu Gupta
An Exploration of Diabetic Foot Osteomyelitis X-ray Data for Deep Learning Applications. AIME (2) (2024)
Muraleekrishna Gopinathan, Martin Masek, Jumana Abu-Khalaf, David Suter
Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation. ACL (1) (2024)
Muraleekrishna Gopinathan, Jumana Abu-Khalaf, David Suter, Sidike Paheding, Nathir A. Rawashdeh
What Is Near?: Room Locality Learning for Enhanced Robot Vision-Language-Navigation in Indoor Living Environments. CoRR (2023)
Sharjeel Tahir, Syed Afaq Shah, Jumana Abu-Khalaf
Artificial Empathy Classification: A Survey of Deep Learning Techniques, Datasets, and Evaluation Scales. CoRR (2023)
Md Shamim Hossain, Leisa J. Armstrong, Jumana Abu-Khalaf, David M. Cook
The segmentation of nuclei from histopathology images with synthetic data. Signal Image Video Process. 17 (7) (2023)
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Seyed Mohammad Jafar Jalali, Paul Lavery
Improving accuracy and efficiency in seagrass detection using state-of-the-art AI techniques. Ecol. Informatics 76 (2023)
Brandon Abela, Jumana Abu-Khalaf, Chi-Wei Robin Yang, Martin Masek, Ashu Gupta
Automated Radiology Report Generation Using a Transformer-Template System: Improved Clinical Accuracy and an Assessment of Clinical Safety. AI (2022)
Muraleekrishna Gopinathan, Giang Truong, Jumana Abu-Khalaf
Indoor Semantic Scene Understanding Using 2D-3D Fusion. DICTA (2021)
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery
Seagrass Detection from Underwater Digital Images using Faster R-CNN with NASNet. DICTA (2021)
Md Shamim Hossain, Leisa J. Armstrong, Jumana Abu-Khalaf, David M. Cook, Pauline Zaenker
Overlapping Cell Nuclei Segmentation in Digital Histology Images using Intensity-based Contours. DICTA (2021)
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery
Multi-species Seagrass Detection Using Semi-supervised Learning. IVCNZ (2021)
Muraleekrishna Gopinathan, Giang Truong, Jumana Abu-Khalaf
Indoor Semantic Scene Understanding using Multi-modality Fusion. CoRR (2021)
Jumana Abu-Khalaf, Razan Saraireh, Saleh Eisa, Ala'aldeen Al-Halhouli
Experimental Characterization of Inkjet-Printed Stretchable Circuits for Wearable Sensor Applications. Sensors 18 (10) (2018)