74 citations · 91 across the 9 of their papers we have counts for
4 papers · 1 filter
A Novel Patch-Based TDA Approach for Computed Tomography Imaging
Dashti A. Ali, Aras T. Asaad, Jacob J. Peoples +11
The development of machine learning models based on computed tomography (CT) imaging has been a major focus due to the promise that imaging holds for diagnosis, staging, and progno…
Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging
Dashti A. Ali, Richard K. G. Do, William R. Jarnagin +2
In medical image analysis, feature engineering plays an important role in the design and performance of machine learning models. Persistent homology (PH), from the field of topolog…
Generalizability of CNN Architectures for Face Morph Presentation Attack
Sherko R. HmaSalah, Aras Asaad
Automatic border control systems are wide spread in modern airports worldwide. Morphing attacks on face biometrics is a serious threat that undermines the security and reliability…
Artificial Image Tampering Distorts Spatial Distribution of Texture Landmarks and Quality Characteristics
Tahir Hassan, Aras Asaad, Dashti Ali +1
Advances in AI based computer vision has led to a significant growth in synthetic image generation and artificial image tampering with serious implications for unethical exploitati…