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cs.CV2026
DIPLI: Deep Image Prior Lucky Imaging for Blind Astronomical Image Restoration
Suraj Singh, Anastasia Batsheva, Oleg Y. Rogov +1
Modern image restoration and super-resolution methods utilize deep learning due to its superior performance compared to traditional algorithms. However, deep learning typically req…
cs.CV2025
Boundary-Aware Vision Transformer for Angiography Vascular Network Segmentation
Nabil Hezil, Suraj Singh, Vita Vlasova +3
Accurate segmentation of vascular structures in coronary angiography remains a core challenge in medical image analysis due to the complexity of elongated, thin, and low-contrast v…
cs.CV2024
SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients
Tushar Verma, Jyotsna Singh, Yash Bhartari +3
Small object detection in aerial imagery presents significant challenges in computer vision due to the minimal data inherent in small-sized objects and their propensity to be obscu…