A Resource Aware MapReduce Based Parallel SVM for Large Scale Image Classifications.
Wenming GuoNasullah Khalid AlhamYang LiuMaozhen LiMan QiPublished in: Neural Process. Lett. (2016)
Keyphrases
- image features
- image representation
- support vector
- image content
- similarity measure
- multiscale
- image retrieval
- single image
- image data
- image pixels
- parallel processing
- input image
- image analysis
- million images
- hough transform
- edge detection
- image set
- machine learning
- segmentation method
- image segmentation
- test images
- image matching
- pixel values
- data parallelism
- keypoints
- support vector machine svm
- image classification
- gray level
- segmentation algorithm
- region of interest
- object detection
- image structure
- multi class
- low level
- feature vectors
- real world