Tag: image segmentation
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WeatherSeg: Robust Image Segmentation for All Weather
Discover WeatherSeg, a breakthrough in weather-robust image segmentation for autonomous driving, improving accuracy and reducing annotation costs.
Optimizing Medical Image Segmentation with Uncertainty Decisions
Explore how transforming uncertainty estimates into actionable decisions improves medical image segmentation accuracy and safety across datasets.
Improving Echo Segmentation by Fixing Ground Truth Errors
Enhance deep learning echocardiography segmentation by detecting and refurbishing ground truth errors using Variance of Gradients and pseudo-labelling.
PR-MaGIC: Training-Free Prompt Refinement for Image Segmentation
Discover PR-MaGIC, a training-free method that refines prompts via mask decoder gradients to boost in-context image segmentation accuracy.
Camyla: Autonomous Medical Image Segmentation Research
Discover Camyla, an autonomous system revolutionizing medical image segmentation with over 2,700 models and 40 manuscripts in 28 days.