Segmentation News
The latest Segmentation coverage curated for game developers.
Applying Deep Learning for cockpit segmentation in the context of mixed reality
A mixed-reality cockpit segmentation paper reports roughly 90% accuracy using U-Net and DeepLabV3+ on images from a CAT793F off-highway truck simulator. For teams building MR training or vehicle sims, the …
Research
arXiv cs.GR
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3 months, 1 week ago
SC-MFJ: A Simple Haptic Quality Metric for Medical Image Segmentation
A cheap haptics-focused metric can expose problems that Dice and Hausdorff miss: SC-MFJ found a 147x gap in force jerk between raw binary pancreas masks and simple Gaussian smoothing. For …
Research
arXiv cs.GR
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3 months, 1 week ago
BATISNet: Instance Segmentation of Tooth Point Clouds with Boundary Awareness
BATISNet introduces a boundary-aware instance segmentation network specifically for tooth point clouds, enhancing accuracy in complex dental cases. This advancement is crucial for developers working on medical simulations or dental …
Research
arXiv cs.GR
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8 months, 2 weeks ago