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wutianyiRosun
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Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation

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Segmentation

Semantic Segmentation

2019

2018

2017

2016

2015

Before 2015

Repos

  • https://github.com/ZijunDeng/pytorch-semantic-segmentation [PyTorch]
  • https://github.com/meetshah1995/pytorch-semseg [PyTorch]

Instance Segmentation

Panoptic Segmentation

Video Segmentation

2018

Saliency Detection

RNN

  • ReNet [https://arxiv.org/pdf/1505.00393.pdf]

Graphical Models (CRF, MRF)

  • https://github.com/cvlab-epfl/densecrf
  • http://vladlen.info/publications/efficient-inference-in-fully-connected-crfs-with-gaussian-edge-potentials/
  • http://www.philkr.net/home/densecrf
  • http://graphics.stanford.edu/projects/densecrf/
  • https://github.com/amiltonwong/segmentation/blob/master/segmentation.ipynb
  • https://github.com/jliemansifry/super-simple-semantic-segmentation
  • http://users.cecs.anu.edu.au/~jdomke/JGMT/
  • https://www.quora.com/How-can-one-train-and-test-conditional-random-field-CRF-in-Python-on-our-own-training-testing-dataset
  • https://github.com/tpeng/python-crfsuite
  • https://github.com/chokkan/crfsuite
  • https://sites.google.com/site/zeppethefake/semantic-segmentation-crf-baseline
  • https://github.com/lucasb-eyer/pydensecrf

Datasets:

other papers

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