DenseHillNet: a lightweight CNN for accurate classification of natural images.
Sheikh Muhammad SaqibMuhammad Zubair AsgharMuhammad IqbalAmal Al-RasheedMuhammad Amir KhanYazeed GhadiTehseen MazharPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- lightweight
- natural images
- accurate classification
- natural scenes
- classification algorithm
- higher order
- supervised learning
- multiscale
- object recognition
- denoising
- classification accuracy
- image denoising
- input image
- feature selection
- sparse coding
- image patches
- receptive fields
- scale invariant
- wireless sensor networks
- natural image statistics
- statistics of natural images
- natural image patches
- power spectrum
- image statistics
- small number
- training data
- image quality assessment
- learning algorithm