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Beyond pixel-wise supervision for segmentation: A few global shape
descriptors might be surprisingly good!

Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!

International Conference on Medical Imaging with Deep Learning (MIDL), 2021

3 May 2021

Houda Bahig

L. Létourneau-Guillon

Jose Dolz

Ismail Ben Ayed

ArXiv (abs)PDF HTML Github (16★)

Papers citing "Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!"

4 / 4 papers shown

MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation

MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation

Vishal M. Patel

268

1

0

28 Mar 2025

Few-shot Shape Recognition by Learning Deep Shape-aware Features

Few-shot Shape Recognition by Learning Deep Shape-aware FeaturesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023

241

2

0

03 Dec 2023

Test-Time Adaptation with Shape Moments for Image Segmentation

Test-Time Adaptation with Shape Moments for Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022

Ismail Ben Ayed

202

28

0

16 May 2022

Source-Free Domain Adaptation for Image Segmentation

Source-Free Domain Adaptation for Image Segmentation

Jose Dolz

Ismail Ben Ayed

386

89

0

06 Aug 2021

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