Optimizing CNN-based Segmentation with Deeply Customized Convolutional and Deconvolutional Architectures on FPGA.
Shuanglong LiuHongxiang FanXinyu NiuHo-Cheung NgYang ChuWayne LukPublished in: ACM Trans. Reconfigurable Technol. Syst. (2018)
Keyphrases
- segmentation algorithm
- cellular neural networks
- level set
- multiscale
- image segmentation
- object segmentation
- segmentation method
- image analysis
- high speed
- medical images
- low cost
- fully automatic
- fully unsupervised
- signal processing
- ground truth
- segmentation errors
- edge detection
- hidden markov models
- shape prior
- hardware implementation
- segmented images
- computer vision
- real time image processing