On the limits of Conditional Generative Adversarial Neural Networks to reconstruct the identification of inhabitants from IoT low-resolution thermal sensors.
Marcos LupiónAurora Polo RodríguezJavier Medina QueroJuan F. SanjuanPilar M. OrtigosaPublished in: Expert Syst. Appl. (2022)
Keyphrases
- low resolution
- high resolution
- super resolution
- thermal images
- low resolution images
- high quality
- lower resolution
- image patches
- image super resolution
- high resolution images
- infrared
- smart home
- super resolution reconstruction
- three dimensional
- higher resolution
- face images
- depth map
- generative model
- interpolation algorithm
- data fusion
- low quality images
- single frame
- spatial resolution
- super resolved
- data sets
- low resolution face images
- low frame rate
- resolution enhancement
- computational complexity
- feature vectors
- pixel intensities
- unsupervised learning
- depth images