Fall Detector Adapted to Nursing Home Needs through an Optical-Flow based CNN.
Alexy CarlierPaul PeyramaureKetty FavreMuriel PressigoutPublished in: EMBC (2020)
Keyphrases
- optical flow
- home care
- cellular neural networks
- image sequences
- health care
- optical flow computation
- optical flow estimation
- motion model
- computer vision
- vector field
- feature tracking
- flow field
- motion parameters
- camera motion
- least squares
- motion field
- velocity field
- motion discontinuities
- home network
- negative selection algorithm
- daily activities
- dense optical flow
- convolutional neural network
- image motion
- d scene
- detection algorithm
- motion estimation
- moving objects
- three dimensional
- information systems
- ego motion
- qualitative and quantitative evaluation
- particle filter
- activity monitoring