Self-supervised Video Object Segmentation by Motion Grouping

Author:

Yang Charig1,Lamdouar Hala1,Lu Erika1,Zisserman Andrew1,Xie Weidi1

Affiliation:

1. University of Oxford,Visual Geometry Group

Funder

DeepMind

Royal Society

Publisher

IEEE

Reference90 articles.

1. FEELVOS: Fast End-To-End Embedding Learning for Video Object Segmentation

2. Attention is all you need;vaswani;Advances in neural information processing systems,2017

3. Instance normalization: The missing ingredient for fast stylization;ulyanov,2016

4. Learning to Segment Moving Objects

5. Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics

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2. Self-supervised rigid object 3-D motion estimation from monocular video;Measurement;2024-08

3. How SAM helps Unsupervised Video Object Segmentation?;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

4. SAT-MTB-SOS: A Benchmark Dataset for Satellite Video Single Object Segmentation;2024 5th International Conference on Computer Vision, Image and Deep Learning (CVIDL);2024-04-19

5. Tokenmotion: Motion-Guided Vision Transformer for Video Camouflaged Object Detection VIA Learnable Token Selection;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

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