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Found 4 papers, 3 papers with code
Normal-guided Garment UV Prediction for Human Re-texturing
To edit human videos in a physically plausible way, a texture map must take into account not only the garment transformation induced by the body movements and clothes fitting, but also its 3D fine-grained surface geometry.
Explainable Ensemble Machine Learning for Breast Cancer Diagnosis based on Ultrasound Image Texture Features
Each decision tree learns to classify the input ultrasound image by learning a set of robust decision thresholds for texture features of the image.
Self-supervised 3D Representation Learning of Dressed Humans from Social Media Videos
A key challenge of learning a visual representation for the 3D high fidelity geometry of dressed humans lies in the limited availability of the ground truth data (e. g., 3D scanned models), which results in the performance degradation of 3D human reconstruction when applying to real-world imagery.
MONET: Multiview Semi-supervised Keypoint Detection via Epipolar Divergence
While multiview geometry can be used to self-supervise the unlabeled data, integrating the geometry into learning a keypoint detector is challenging due to representation mismatch.
