Efficient leukocytes detection and classification in microscopic blood images using convolutional neural network coupled with a dual attention network.
Siraj KhanMuhammad SajjadNaveed AbbasJosé Escorcia-GutierrezMargarita GamarraKhan MuhammadPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- convolutional neural network
- image classification
- image analysis
- detection rate
- face detection
- mammogram images
- image data
- image database
- pattern recognition
- image features
- complex background
- object recognition
- machine learning
- network structure
- input image
- image registration
- classification accuracy
- pigmented skin lesions
- text localization and recognition
- decision trees
- discriminative classifiers
- decision level fusion
- hyperspectral images
- bounding box
- partial occlusion
- computer vision
- image set
- automatic detection
- edge detection
- object detection
- feature extraction
- three dimensional
- test images
- detection method
- text classification
- traffic signs
- multiple classifiers
- support vector machine
- wireless sensor networks
- thematic mapper
- face recognition