An Explainable Model-Agnostic Algorithm for CNN-based Biometrics Verification.
Fernando Alonso-FernandezKevin Hernandez-DiazJose Maria Buades RubioPrayag TiwariJosef BigünPublished in: CoRR (2023)
Keyphrases
- probabilistic model
- theoretical analysis
- cost function
- mathematical model
- objective function
- detection algorithm
- optimization model
- input data
- dynamic programming
- energy function
- recognition algorithm
- estimation algorithm
- final result
- bayesian framework
- closed form
- classification algorithm
- tree structure
- verification method
- learning algorithm
- selection algorithm
- algorithm employs
- optimization algorithm
- worst case
- matching algorithm
- k means
- search space
- computational complexity
- similarity measure
- clustering method
- particle swarm optimization
- probability distribution
- computational cost
- convergence rate
- lower bound
- filtering algorithm
- image sequences
- genetic algorithm