Acceleration and energy consumption optimization in cascading classifiers for face detection on low-cost ARM big.LITTLE asymmetric architectures.
Alberto CorpasLuis CosteroGuillermo BotellaFrancisco D. IgualCarlos GarcíaManuel RodríguezPublished in: CoRR (2024)
Keyphrases
- face detection
- energy consumption
- haar features
- low cost
- adaboost algorithm
- boosted classifiers
- wireless sensor networks
- energy efficient
- cascade classifier
- haar like features
- energy efficiency
- energy saving
- object detection
- sensor networks
- detection rate
- detection method
- energy conservation
- skin color
- detection accuracy
- human faces
- face recognition
- sensor nodes
- facial features
- data center
- face detection and recognition
- real time face detection
- routing algorithm
- computer vision
- routing protocol
- detecting faces
- face detector
- skin detection
- human face detection
- face tracking
- frontal face
- eye detection
- power consumption
- residual energy
- training set
- training data
- feature extraction
- skin color segmentation
- activity recognition
- decision trees
- real time