Rapid and robust endoscopic content area estimation: A lean GPU-based pipeline and curated benchmark dataset
C Budd, LC Garcia-Peraza Herrera… - Computer Methods in …, 2023 - Taylor & Francis
Endoscopic content area refers to the informative area enclosed by the dark, non-
informative, border regions present in most endoscopic footage. The estimation of the …
informative, border regions present in most endoscopic footage. The estimation of the …
Surgical tool segmentation with pose-informed morphological polar transform of endoscopic images
K Huang, D Chitrakar, W Jiang, I Yung… - Journal of Medical …, 2022 - World Scientific
This paper presents a tool-pose-informed variable center morphological polar transform to
enhance segmentation of endoscopic images. The representation, while not loss-less …
enhance segmentation of endoscopic images. The representation, while not loss-less …
Iterative Morphological Training Set Decomposition for Endoscopic Tool Segmentation
Y Zhu, X Wu, S Tan, C Sun, S Saha… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
This paper proposes a modified method for training tool segmentation networks for
endoscopic images by parsing training images into two disjoint sets: one for rectangular …
endoscopic images by parsing training images into two disjoint sets: one for rectangular …
A Deep-Learning Approach to Marble-Burying Quantification: Image Segmentation of Marbles and Bedding
Y Zhu, B Hudson, C Chakraborttii… - 2023 IEEE/SICE …, 2023 - ieeexplore.ieee.org
This paper presents and evaluates three automated tools for semantically segmenting
images from marble-burying experiments. The marble-burying animal model is widely used …
images from marble-burying experiments. The marble-burying animal model is widely used …