Thyroid Nodule Classification in Ultrasound Videos by Combining 3D CNN and Video Transformer.
Jing HuangTianyu ChenWen JiangHewei ZhangRuoqi WangPublished in: SMC (2023)
Keyphrases
- video sequences
- video data
- video classification
- video content
- video database
- video analysis
- video frames
- ultrasound images
- semantic concept detection
- online video
- classification accuracy
- lung nodules
- video clips
- video streams
- key frames
- video surveillance
- video editing
- dynamic textures
- moving camera
- action classification
- content based copy detection
- feature extraction
- feature vectors
- decision trees
- video search
- spatiotemporal features
- video images
- event recognition
- convolutional neural network
- temporal coherence
- successive frames
- fault diagnosis
- natural language descriptions
- video event
- feature space
- space time
- input video
- fuzzy logic
- feature selection
- motion features
- video segments
- human activities
- dynamic scenes