NORB: A Stream-Based and Non-Blocking FPGA Accelerator for ORB Feature Extraction.
Qixing ZhangHao SunQi DengHeng YuYajun HaPublished in: ICECS (2023)
Keyphrases
- feature extraction
- field programmable gate array
- hardware implementation
- embedded systems
- real time
- parallel computing
- image classification
- data streams
- preprocessing
- feature vectors
- principal component analysis
- image processing algorithms
- hardware design
- feature representation
- feature selection
- record linkage
- frequency domain
- pattern classification
- low power consumption
- parallel implementation
- real time image processing
- dimension reduction
- linear discriminant analysis
- image processing
- linear feature extraction
- pattern recognition
- wavelet transform
- dimensionality reduction
- support vector machine svm
- sliding window
- data acquisition
- texture features
- feature space
- gabor filters
- hardware architecture
- discriminant analysis
- hardware architectures
- xilinx virtex
- fpga device
- verilog hdl
- multi stream
- software implementation
- extracting features
- manifold learning
- face recognition
- data sets