Search Results for author:
Found 14 papers, 3 papers with code
Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection
Besides, we initiate the research on domain adaptation for instrument segmentation in cataract surgery by evaluating cross-domain instrument segmentation performance in cataract surgery videos.
DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception
We propose a network architecture, DeepPyramid+, which addresses diverse challenges encountered in medical image and surgical video segmentation.
Learning-based adaption of robotic friction models
Subsequently, to adapt to more complex asymmetric settings, we train a second network on a small dataset, focusing on predicting the residual of the initial network's output.
Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training
However, the unreliability of pseudo labels can hinder the capability of self-training techniques to induce abstract representation from the unlabeled target dataset, especially in the case of large distribution gaps.
Full or Weak annotations? An adaptive strategy for budget-constrained annotation campaigns
However, for any new domain application looking to use weak supervision, the dataset builder still needs to define a strategy to distribute full segmentation and other weak annotations.
CataNet: Predicting remaining cataract surgery duration
Cataract surgery is a sight saving surgery that is performed over 10 million times each year around the world.
Self-scattering on large, porous grains in protoplanetary disks with dust settling
We investigate the effect of dust grain porosity on the polarisation due to scattering at sub-mm wavelengths arising from grains of up to mm sizes, as they are expected to be present in the midplane of PPDs.
Solar and Stellar Astrophysics Earth and Planetary Astrophysics
Imaging trapped ion structures via fluorescence cross-correlation detection
For the case of two ions we obtain from the cross-correlations a spatial frequency $f_\text{spatial}=1490 \pm 2_{stat.
Quantum Physics
Constraining the magnetic field properties of Bok globule B335 using SOFIA/HAWC+
To study the magnetic field of the prototypical Bok globule B335, we obtained a spatially resolved polarization map with SOFIA/HAWC+ at a wavelength of 214$\,\mu$m.
Solar and Stellar Astrophysics Astrophysics of Galaxies
Fused Detection of Retinal Biomarkers in OCT Volumes
In this context, we present a method that automatically predicts the presence of biomarkers in OCT cross-sections by incorporating information from the entire volume.
Deep Multi Label Classification in Affine Subspaces
We evaluate the method using two MLC medical imaging datasets and show a large performance increase compared to previous multi-label frameworks.
Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery
An additional advantage of our approach is that instrument detection at test time is achieved while avoiding the need for scale-dependent sliding window evaluation.
Pathological OCT Retinal Layer Segmentation using Branch Residual U-shape Networks
The automatic segmentation of retinal layer structures enables clinically-relevant quantification and monitoring of eye disorders over time in OCT imaging.
RetiNet: Automatic AMD identification in OCT volumetric data
In much the same way, acquiring ground truth information for each cross-section is expensive and time consuming.
