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Temporal Surgical Gesture Segmentation and Classification in Multi-gesture Robotic Surgery using Fine-tuned features and Calibrated MS-TCN.
Snigdha Agarwal
Chakka Sai Pradeep
Neelam Sinha
Published in:
SPCOM (2022)
Keyphrases
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classification accuracy
feature extraction
discrete hidden markov models
features extraction
feature vectors
feature set
gesture recognition
feature extraction and classification
classification method
feature space
fine tuned
extracted features
classification models
minimally invasive
intraoperative
level set
hand gestures
class labels
segmentation method
temporal information
textural features
grey level co occurrence matrix
svm classifier
medical images
computer assisted
surgical training
motion history images
image guided surgery
image segmentation
support vector
hidden markov models
support vector machine
fine tuning
image guided
segmentation algorithm
feature subset
image features
robotic arm
surgical planning
text classification
surgical tools
decision trees
feature selection