Comparison of Object Detection and Patch-Based Classification Deep Learning Models on Mid- to Late-Season Weed Detection in UAV Imagery.
Arun Narenthiran Veeranampalayam SivakumarJiating LiStephen ScottEric PsotaAmit J. JhalaJoe D. LuckYeyin ShiPublished in: Remote. Sens. (2020)
Keyphrases
- object detection
- learning models
- classification models
- machine learning
- machine learning algorithms
- classification accuracy
- computer vision
- learning algorithm
- decision trees
- machine learning models
- learning tasks
- feature selection
- training set
- pattern recognition
- learning problems
- face detection
- support vector
- multi class
- feature set
- feature space
- unsupervised learning
- support vector machine svm
- loss function
- dimension reduction
- sparse metric learning
- conditional random fields
- semi supervised learning
- model selection
- text classification
- information extraction
- feature vectors
- feature extraction