Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation.
Theodore BarfootLuis C. García-Peraza-HerreraBen GlockerTom VercauterenPublished in: CoRR (2024)
Keyphrases
- image segmentation
- error detection
- error analysis
- relative error
- error propagation
- boundary detection
- markov random field
- error probability
- graph cuts
- error rate
- image analysis
- estimation error
- maximum error
- camera calibration
- image processing
- shape prior
- probabilistic relaxation
- failure rate
- computer vision
- rms error
- hand eye coordination
- medical imaging
- multiscale
- level set method
- error correction
- calibration method
- object segmentation
- standard deviation
- error bounds
- contour detection
- average error
- segmentation algorithm
- active contours
- ground truth
- neural network