Crop classification from satellite image sequences using a two-stream network with temporal self-attention.
Andreas StergioulasKosmas DimitropoulosNikos GrammalidisPublished in: IST (2022)
Keyphrases
- image sequences
- spatio temporal
- classification accuracy
- classification models
- pattern recognition
- pattern classification
- machine learning
- network model
- neural network
- text classification
- image classification
- classification scheme
- data flow
- temporal information
- temporal reasoning
- classification algorithm
- support vector machine svm
- support vector machine
- motion estimation
- radial basis function network
- spatio temporally
- support vector
- decision trees
- real time
- optical flow
- spatial and temporal
- moving objects
- computer networks
- temporal patterns
- temporal constraints
- automatic classification
- motion analysis
- multivariate temporal data
- network traffic
- motion model
- classification method
- remote sensing
- sliding window
- class labels
- peer to peer
- wireless sensor networks
- artificial neural networks
- training set
- video sequences
- feature extraction
- computer vision