Comparing deep learning models for low-light natural scene image enhancement and their impact on object detection and classification: Overview, empirical evaluation, and challenges.
Rayan Al SobbahiJoe TekliPublished in: Signal Process. Image Commun. (2022)
Keyphrases
- empirical evaluation
- image enhancement
- learning models
- natural scenes
- classification models
- object detection
- machine learning
- machine learning algorithms
- low light
- image processing
- image analysis
- edge detection
- pattern recognition
- feature space
- learning algorithm
- natural images
- feature extraction
- decision trees
- semi supervised learning
- multiscale
- conditional random fields
- feature selection
- training set
- feature set
- infrared
- training data
- computer vision
- noise level