Unsupervised Active Visual Search with Monte Carlo planning under Uncertain Detections.
Francesco TaioliFrancesco GiuliariYiming WangRiccardo BerraAlberto CastelliniAlessio Del BueAlessandro FarinelliMarco CristaniFrancesco SettiPublished in: CoRR (2023)
Keyphrases
- monte carlo
- visual search
- eye movements
- visual attention
- monte carlo simulation
- image retrieval
- monte carlo methods
- importance sampling
- eye tracking
- object recognition
- visual search tasks
- particle filter
- markov chain
- human computer interaction
- semi supervised
- markovian decision
- visual environment
- monte carlo tree search
- supervised learning
- video retrieval
- temporal difference
- optimal strategy
- data association
- adaptive sampling
- vision system
- quasi monte carlo