A SIFT-SVM method for detecting cars in UAV images.
Thomas MoranduzzoFarid MelganiPublished in: IGARSS (2012)
Keyphrases
- segmentation method
- synthetic and real images
- keypoints
- similarity measure
- image data
- fully automatic
- image matching
- support vector machine svm
- test images
- support vector machine
- classification method
- object recognition
- edge detection
- segmentation algorithm
- image database
- sift descriptors
- matching algorithm
- feature set
- image features
- scale invariant feature transform
- feature matching
- sift features
- global features
- geometric constraints
- pixel values
- principal components
- region of interest
- svm classifier
- detection method
- image quality
- color images
- video sequences