2d cross-correlation algorithm Search Results


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Selected studies on deep learning-based target tracking
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Selected studies on deep learning-based target tracking
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Image Search Results


Selected studies on deep learning-based target tracking

Journal: Quantitative Imaging in Medicine and Surgery

Article Title: Deep learning-based target tracking with X-ray images for radiotherapy: a narrative review

doi: 10.21037/qims-23-1489

Figure Lengend Snippet: Selected studies on deep learning-based target tracking

Article Snippet: Wang et al. ( ) , 13 patients , RNN , 2D kV projection sequences , Lung tumor , TrueBeam LINAC (Varian Medical Systems) , The 3D position error between model prediction and ground truth was 1.3±1.4 mm, and the calculation time was 20 ms for one projection , Designing an RNN-based algorithm to calculate 3D tumor motion from extracted feature vectors, and integrating cross-correlation-based registrations at every 10° gantry rotation into the algorithm to enhance calculation performance.

Techniques: Marker, Generated, Migration