XFeatur: Hardware Feature Extraction for DNN Auto-tuning.
Jorge Sierra AcostaAndreas DiavastosAntonio GonzalezPublished in: ISPASS (2022)
Keyphrases
- feature extraction
- low cost
- hardware and software
- image processing
- texture analysis
- real time
- pattern classification
- preprocessing
- discriminant analysis
- image classification
- computing power
- feature vectors
- face recognition
- hardware architectures
- feature selection
- fine tuning
- feature space
- dimension reduction
- wavelet transform
- principal component analysis
- hardware implementation
- computer systems
- computing systems
- frequency domain
- hardware design
- vlsi implementation
- linear feature extraction
- training process
- feature extractors
- computational power
- fine tuned
- massively parallel
- gabor filters
- texture classification
- neural network
- machine learning
- feature set
- multiresolution
- pattern recognition
- high dimensional
- data sets
- feature extractor
- computer vision
- feature extraction and classification
- training data
- hardware architecture
- high end
- embedded systems
- face images
- operating system
- feature representation
- extracted features
- personal computer