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Structural inference embedded adversarial networks for scene parsing
2018
PLoS ONE
Explicit structural inference is one key point to improve the accuracy of scene parsing. Meanwhile, adversarial training method is able to reinforce spatial contiguity in output segmentations. To take both advantages of the structural learning and adversarial training simultaneously, we propose a novel deep learning network architecture called Structural Inference Embedded Adversarial Networks (SIEANs) for pixel-wise scene labeling. The generator of our SIEANs, a novel designed scene parsing
doi:10.1371/journal.pone.0195114
pmid:29649294
pmcid:PMC5896926
fatcat:c7vamyx6jre4zjw3pjq2aa3c2u