Training Deep Learning Algorithms on Synthetic Forest Images for Tree Detection.
Vincent GrondinFrançois PomerleauPhilippe GiguèrePublished in: CoRR (2022)
Keyphrases
- image data
- detection rate
- image database
- supervised learning
- deep architectures
- object detectors
- image classification
- input image
- image registration
- ground truth
- image analysis
- image retrieval
- three dimensional
- learning algorithm
- image features
- object recognition
- image regions
- false detections
- digital mammography
- salient contours
- active learning
- neural network
- detection method
- training examples
- automatic detection
- image collections
- hierarchical data structure
- face recognition
- machine learning
- complex background
- deep learning
- similarity measure
- multilayer neural networks
- training algorithm
- training process
- image matching
- training samples