Q-SegNet: Quantized deep convolutional neural network for image segmentation on FPGA.
Afaroj AhamadChi-Chia SunHoang Minh NguyenWen-Kai KuoPublished in: ISPACS (2021)
Keyphrases
- convolutional neural network
- image segmentation
- face detection
- graph cuts
- computer vision
- field programmable gate array
- image processing
- multiscale
- hardware implementation
- real time image processing
- method for image segmentation
- high speed
- neural network
- signal processing
- contour detection
- markov random field
- region growing
- low cost
- active contours
- boundary detection
- single chip
- gray level
- probabilistic relaxation
- level set method
- object detection
- image segmentation algorithm
- hardware design
- region merging
- image analysis
- deformable models
- segmentation method
- verilog hdl
- real time
- object segmentation
- fuzzy c means
- shape prior
- medical imaging
- segmentation algorithm