Image Quantization Tradeoffs in a YOLO-based FPGA Accelerator Framework.
Richard YarnellMousam HossainRonald F. DeMaraPublished in: ISQED (2023)
Keyphrases
- image data
- image features
- input image
- image analysis
- image content
- single image
- image retrieval
- multiscale
- quantization error
- bayesian framework
- image regions
- image representation
- probabilistic model
- image classification
- segmentation method
- region of interest
- high resolution
- uniform quantization
- markov random field
- gray level
- edge detection
- low cost
- test images
- pixel values
- similarity measure
- quantization noise