Parallelizing Non-Neural ML Algorithm for Edge-based Face Recognition on Parallel Ultra-Low Power (PULP) Cluster.
Mitul Sudhirkumar NagarRahul KumarPinalkumar EngineerPublished in: MECO (2023)
Keyphrases
- face recognition
- learning algorithm
- expectation maximization
- detection algorithm
- dynamic programming
- preprocessing
- cost function
- data clustering
- parallel implementation
- np hard
- search space
- network architecture
- probabilistic model
- worst case
- particle swarm optimization
- hierarchical clustering
- matching algorithm
- face detection
- learning rules
- parallel version
- simulated annealing
- low cost
- face images
- k means
- computational complexity
- optimal solution
- objective function
- feature extraction
- decision trees