Michal Sofka

Retinal Vessel Centerline Extraction Using Multiscale Matched Filters, Confidence and Edge Measures

Michal Sofka, Charles V. Stewart · IEEE Transactions on Medical Imaging · 2006 · 328 citations

Registration of Challenging Image Pairs: Initialization, Estimation, and Decision

G. Yang, Charles V. Stewart, Michal Sofka et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 258 citations

Optimized invariant representation of network traffic for detecting unseen malware variants

Karel Bartoš, Michal Sofka, Vojtěch Franc · USENIX Security Symposium · 2016 · 97 citations

Engineering, Machine Learning, Evasion Technique +23

Keypoint Descriptors for Matching Across Multiple Image Modalities and Non-linear Intensity Variations

Avi Kelman, Michal Sofka, Charles V. Stewart · 2007 · 89 citations

Engineering, Feature Detection, Biometrics +16

DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction

Bo Zhou, Neel Dey, Jo Schlemper et al. · 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2023 · 77 citations

Image Reconstruction, Convolutional Neural Network, Engineering +21