Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features.
Sara MardanisamaniFarhad MalekiSara Hosseinzadeh KassaniSajith RajapaksaHema Sudhakar DudduMenglu WangSteve ShirtliffeSeungbum RyuAnique JosuttesTi ZhangSally VailCurtis PozniakIsobel ParkinIan StavnessMark G. EramianPublished in: CoRR (2019)
Keyphrases
- texture features
- acquired images
- texture classification
- image acquisition
- texture analysis
- image features
- texture feature extraction
- texture images
- feature vectors
- feature extraction
- color features
- gabor filters
- gabor wavelets
- distance measure
- shape features
- texture information
- local binary pattern
- rotation invariant
- gray level
- texture descriptors
- acquisition process
- feature set
- gabor filtering
- light field
- textured images
- data sets
- textural features
- video sequences
- texture patterns
- multiscale
- mixture of gaussian distributions