ALGES: Active Learning with Gradient Embeddings for Semantic Segmentation of Laparoscopic Surgical Images.

Josiah Aklilu Serena Yeung

Published in: MLHC (2022)

Keyphrases

semantic segmentation
street scenes
active learning
image data
label transfer
image database
image set
image retrieval
input image
ground truth
three dimensional
surgical procedures
superpixels
image collections
image features
image registration
image classification
bounding box
image understanding
multiple images
machine learning
conditional random fields
image matching
small number
pixel level
object recognition
image regions
keypoints