Robust Bayesian target detection algorithm for depth imaging from sparse single-photon data

Computer Science

• Algorithms 100%
• Simulation Mode 100%
• Markov Random Fields 66%
• Parameter Model 33%
• Markov Chain 33%
• Joint Distribution 33%
• Impulse Response 33%
• Hierarchical Model 33%
• Detection Algorithm 33%
• Spatial Correlation 33%
• Photon Counting 33%
• Stochastic Optimization 33%
• Marginal Likelihood 33%
• Bayesian Model 33%
• Dependence Structure 33%
• Adaptation Mechanism 33%
• Likelihood Estimation 33%
• Unknown Constant 33%
• Constant Background 33%
• Detection 33%
• Poisson Process 33%