Multi-hypothesis contextual modeling for semantic segmentation

•We explore contextual models for fusion of alternative segmentations of the image.•Contextual constraints are defined on intersecting superpixels from multiple segmentations.•This multi-hypothesis MRF model improves the labeling accuracy of tested methods.•When used after FCN and PSP segmentations,...

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Veröffentlicht in:	Pattern recognition letters 2019-01, Vol.117, p.104-110
Hauptverfasser:	Ates, Hasan F., Sunetci, Sercan
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Computer simulation Image parsing Image processing Image segmentation Labels Markov processes Modelling MRF Segmentation Semantic segmentation Semantics Superpixel
Online-Zugang:	Volltext
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