A real-time SVM-based hardware accelerator for hyperspectral images classification in FPGA.
Lucas Amilton MartinsFelipe VielLaio Oriel SemanEduardo Augusto BezerraCésar Albenes ZeferinoPublished in: Microprocess. Microsystems (2024)
Keyphrases
- hyperspectral images
- real time
- hyperspectral data
- field programmable gate array
- low cost
- hyperspectral
- hyperspectral image classification
- support vector machine
- support vector machine svm
- dedicated hardware
- hyperspectral imagery
- remote sensing
- support vector
- fpga device
- hardware implementation
- hardware design
- high speed
- multispectral
- svm classifier
- fpga hardware
- fpga implementation
- target detection
- pixel classification
- hardware architecture
- multispectral images
- feature vectors
- fpga technology
- pipelined architecture
- machine learning
- computing systems
- spectral bands
- false alarms
- image analysis
- image processing