A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems.
Jakeoung KooAbderrahim HalimiStephen McLaughlinPublished in: IEEE J. Sel. Top. Signal Process. (2022)
Keyphrases
- monte carlo
- high accuracy
- optimization algorithm
- learning algorithm
- dynamic programming
- computational cost
- preprocessing
- k means
- computationally efficient
- cost function
- expectation maximization
- experimental evaluation
- probabilistic model
- maximum likelihood
- worst case
- segmentation algorithm
- detection algorithm
- improved algorithm
- computational complexity
- optimal solution
- objective function
- linear programming
- np hard
- multi objective
- expert systems
- parameter estimation
- ant colony optimization
- times faster
- convergence rate
- recognition algorithm
- similarity measure