A survey on deep learning-based single image crowd counting: Network design, loss function and supervisory signal.
Haoyue BaiJiageng MaoS.-H. Gary ChanPublished in: Neurocomputing (2022)
Keyphrases
- single image
- loss function
- network design
- deep learning
- pairwise
- communication networks
- unsupervised learning
- network architecture
- multiple images
- support vector
- machine learning
- light source
- super resolution
- mental models
- weakly supervised
- three dimensional
- neural network
- higher order
- input image
- viewpoint
- video sequences
- face recognition
- image processing
- learning algorithm