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: CVPR Workshops (2019)
Keyphrases
- texture features
- acquired images
- texture classification
- texture analysis
- local binary pattern
- texture images
- image acquisition
- gabor filters
- texture feature extraction
- image features
- gabor wavelets
- distance measure
- feature vectors
- feature extraction
- shape features
- rotation invariant
- acquisition process
- gray level
- texture information
- gabor filtering
- feature set
- color features
- texture descriptors
- light field
- texture patterns
- textured images
- textural features
- data sets
- mixture of gaussian distributions
- pattern recognition
- case study
- computer vision