An Empirical Study Into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation.
Thomas Andrew LampertAndré StumpfPierre GançarskiPublished in: IEEE Trans. Image Process. (2016)
Keyphrases
- ground truth
- estimation algorithm
- preprocessing
- dynamic programming
- improved algorithm
- recognition algorithm
- optimal solution
- detection algorithm
- search space
- cost function
- neural network
- times faster
- simulated annealing
- high accuracy
- worst case
- significant improvement
- probabilistic model
- estimation accuracy
- estimation error
- classification algorithm
- computational complexity
- particle swarm optimization
- np hard
- experimental evaluation
- computational cost
- computationally efficient
- theoretical analysis
- parameter estimation
- k means
- monte carlo
- objective function
- convergence rate
- face recognition
- density estimation
- learning algorithm
- data sets
- maximum likelihood estimation