Camera-Based Surgical Navigation System: Evaluation of Classification and Object Detection CNN Models for X-markers Detection.
Oliver GieselerOmar GamalShashank KumarHubert RothPublished in: ICMRE (2021)
Keyphrases
- object detection
- object classification
- classification models
- discriminatively trained
- image classification
- machine learning
- model selection
- machine learning algorithms
- real time
- text classification
- detection algorithm
- probabilistic model
- object detection and segmentation
- discriminative classifiers
- field of view
- detection rate
- camera calibration
- face detection
- classification accuracy
- object categories
- feature vectors
- support vector
- scene understanding
- hand held
- decision trees
- convolutional neural network
- boosted classifiers
- d objects