Optical flow estimation using channel attention mechanism and dilated convolutional neural networks.
Mingliang ZhaiXuezhi XiangRongfang ZhangNing LvAbdulmotaleb El-SaddikPublished in: Neurocomputing (2019)
Keyphrases
- optical flow estimation
- convolutional neural networks
- attention mechanism
- optical flow
- visual attention
- optical flow computation
- flow field
- saliency map
- coarse to fine
- stereo matching
- motion estimation
- motion field
- motion model
- multiscale
- visual attention model
- real time
- velocity field
- high level
- vision system
- face images
- image data
- multimedia