2 papers
cs.CV2022
Towards Effective Multi-Label Recognition Attacks via Knowledge Graph Consistency
Hassan Mahmood, Ehsan Elhamifar
Many real-world applications of image recognition require multi-label learning, whose goal is to find all labels in an image. Thus, robustness of such systems to adversarial image…
cs.CV2020
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration
Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam
Image registration is a widely-used technique in analysing large scale datasets that are captured through various imaging modalities and techniques in biomedical imaging such as MR…