Estimation of absolute distance and height of people based on monocular view and deep neural networks for edge devices operating in the visible and thermal spectra.
Jan Gasienica-JózkowyBoguslaw CyganekMateusz KnapikSzymon GlogowskiLukasz PrzebindaPublished in: FedCSIS (2023)
Keyphrases
- neural network
- visible spectrum
- infrared
- thermal infrared
- thermal images
- pattern recognition
- image sequences
- short wave
- distance measure
- edge detection
- back propagation
- estimation algorithm
- multi layer
- neural nets
- pose estimation
- heat transfer
- euclidean distance
- principal component analysis
- mobile devices
- fault diagnosis
- depth from motion
- perspective images
- power plant
- hyperspectral
- distance function
- optical flow
- genetic algorithm