Segmental HOG: new descriptor for glomerulus detection in kidney microscopy image.
Tsuyoshi KatoRaissa RelatorHayliang NgouvYoshihiro HirohashiOsamu TakakiTetsuhiro KakimotoKinya OkadaPublished in: BMC Bioinform. (2015)
Keyphrases
- image analysis
- image retrieval
- image data
- single image
- object detection
- multiscale
- histograms of oriented gradients
- image features
- input image
- image descriptors
- image content
- image classification
- keypoints
- action recognition
- image representation
- high resolution
- feature representation
- edge detection
- bounding box
- feature descriptors
- local binary pattern
- hidden markov models
- hough transform
- image matching
- image structure
- confocal images
- spatial information
- image processing
- human detection
- segmentation method
- global features
- microscopy images
- highly discriminative
- feature vectors
- histogram of oriented gradients