3 papers
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.CV2025
Optimal Hyperspectral Undersampling Strategy for Satellite Imaging
Vita V. Vlasova, Vladimir G. Kuzmin, Maria S. Varetsa +3
Hyperspectral image (HSI) classification presents significant challenges due to the high dimensionality, spectral redundancy, and limited labeled data typically available in real-w…