Single-stage object detector with attention mechanism for squamous cell carcinoma feature detection using histopathological images.
Swathi PrabhuKeerthana PrasadXuequan LuAntonio Robels-KellyThuong N. HoangPublished in: Multim. Tools Appl. (2024)
Keyphrases
- feature detection
- single stage
- histopathological images
- object detectors
- cell nuclei
- image analysis
- object recognition
- object detection
- automated analysis
- object categories
- scale space
- automated detection
- low contrast
- preprocessing
- detection algorithm
- microscopy images
- detection method
- image features
- keypoints
- cancer diagnosis
- computer vision
- bounding box
- pattern recognition
- machine learning
- natural images
- markov random field
- d objects
- object segmentation
- vision system
- superpixels
- feature vectors
- multiscale
- learning algorithm