An Overlay Accelerator of DeepLab CNN for Spacecraft Image Segmentation on FPGA.
Zibo GuoKai LiuWei LiuXiaoyao SunChongyang DingShangrong LiPublished in: Remote. Sens. (2024)
Keyphrases
- image segmentation
- field programmable gate array
- cellular neural networks
- hardware implementation
- embedded systems
- markov random field
- deformable models
- hardware design
- image processing algorithms
- hardware architecture
- method for image segmentation
- convolutional neural network
- high speed
- region growing
- fpga implementation
- multiscale
- graph cuts
- real time image processing
- object segmentation
- image processing
- computing systems
- software implementation
- region merging
- boundary detection
- parallel computing
- unsupervised image segmentation
- low cost
- level set
- gray level
- level set method
- active contours
- real time
- fpga technology
- signal processing
- single chip
- contour detection
- image segmentation algorithm
- segmentation method
- mission planning
- overlay network
- texture segmentation
- space shuttle
- reconfigurable hardware
- telemetry data
- probabilistic relaxation
- color image segmentation
- segmented images
- parallel implementation
- shape prior
- segmentation algorithm
- image analysis
- computer vision