$S^4$Net: Single Stage Salient-Instance Segmentation $S^4$Net: Single Stage Salient-Instance Segmentation
Paper summary It's like mask rcnn but for salient instances. code will be available at https://github.com/RuochenFan/S4Net. They invented a layer "mask pooling" that they claim is better than ROI pooling and ROI align. >As can be seen, our proposed binary RoIMasking and ternary RoIMasking both outperform RoIPool and RoIAlign in mAP0.7 . Specifically, our ternary RoIMasking result improves the RoIAlign result by around 2.5 points. This reflects that considering more context information outside the proposals does help for salient instance segmentation Important benchmark attached: https://i.imgur.com/wOF2Ovz.png
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$S^4$Net: Single Stage Salient-Instance Segmentation
Ruochen Fan and Qibin Hou and Ming-Ming Cheng and Tai-Jiang Mu and Shi-Min Hu
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Eddie Smolansky 3 weeks ago
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