2 papers
cs.LG2026
Attention-Driven Framework for Non-Rigid Medical Image Registration
Muhammad Zafar Iqbal, Ghazanfar Farooq Siddiqui, Anwar Ul Haq +1
Deformable medical image registration is a fundamental task in medical image analysis with applications in disease diagnosis, treatment planning, and image-guided interventions. De…
cs.CV2026
Interpretable Unsupervised Deformable Image Registration via Confidence-bound Multi-Hop Visual Reasoning
Zafar Iqbal, Anwar Ul Haq, Srimannarayana Grandhi
Unsupervised deformable image registration requires aligning complex anatomical structures without reference labels, making interpretability and reliability critical. Existing deep…