Unsupervised Image Classification of Medical Ultrasound Data by Multiresolution Elastic Registration

Michaël Unser
2006
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Michaël Unser
2006
Journal Articles

Official source

Related publications (27)

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Related publications (27)

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This study presents an augmented hybrid approach for improving the diagnosis of malignant skin lesions by combining convolutional neural network (CNN) predictions with selective human interventions based on prediction confidence. The algorithm retains high ...

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Adapting Fine-Grained Cross-View Localization to Areas Without Fine Ground Truth

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Given a ground-level query image and a geo-referenced aerial image that covers the query’s local surroundings, fine-grained cross-view localization aims to estimate the location of the ground camera inside the aerial image. Recent works have focused on dev ...

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MetaCap: Meta-learning Priors from Multi-view Imagery for Sparse-View Human Performance Capture and Rendering

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Faithful human performance capture and free-view rendering from sparse RGB observations is a long-standing problem in Vision and Graphics. The main challenges are the lack of observations and the inherent ambiguities of the setting, e.g. occlusions and dep ...

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