Improved crop row detection with deep neural network for early-season maize stand count in UAV imagery.
Yan PangYeyin ShiShancheng GaoFeng JiangArun Narenthiran Veeranampalayam SivakumarLaura ThompsonJoe D. LuckChao LiuPublished in: Comput. Electron. Agric. (2020)
Keyphrases
- neural network
- false alarms
- automatic detection
- lidar data
- pattern recognition
- aerial imagery
- computer vision
- detection algorithm
- event detection
- detection rate
- detection accuracy
- improved algorithm
- control algorithm
- satellite imagery
- false positives
- object detection
- artificial neural networks
- man made
- activation function
- data sets
- auto associative
- network model
- multi layer
- neural nets
- recurrent neural networks
- back propagation
- image data
- genetic algorithm