Sigve Karlsen
1 indexed paper
Recent (6 mo)
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126
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Image and Video Processing×1AI×1Vision×1
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2026
Deep Learning Strain Estimation: Is Physics-Based Simulation the Solution?
The paper introduces a novel simulation strategy that integrates speckle decorrelation measures from real videos to create a photorealistic dataset, enabling a deep learning algorithm that achieves state-of-the-art global and regional strain estimation.
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eess.IVcs.AIcs.CVRecentMay 27, 2026
Deep Learning Strain Estimation: Is Physics-Based Simulation the Solution?
Thierry Judge, Nicolas Duchateau, Andreas Østvik, Khuram Faraz +12 more
The paper introduces a novel simulation strategy that integrates speckle decorrelation measures from real videos to create a photorealistic dataset, enabling a deep learning algorithm that achieves st…
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