Improved Weed Detection in Cotton Fields Using Enhanced YOLOv8s with Modified Feature Extraction Modules.
Doudou RenWenzhong YangZhifeng LuDanny ChenHouwang ShiPublished in: Symmetry (2024)
Keyphrases
- feature extraction
- detection scheme
- object detection
- computer vision
- frequency analysis
- automatic detection
- false alarms
- detection rate
- detection method
- image classification
- detection accuracy
- feature extraction and classification
- improved algorithm
- preprocessing
- pattern recognition
- support vector machine svm
- false positives
- discriminant analysis
- building blocks
- dimension reduction
- linear feature extraction
- real time
- digital images
- feature vectors
- moving objects
- face recognition
- case study
- image processing
- feature selection
- artificial intelligence