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Dokumenttyp:
Konferenzbeitrag
Autor(en):
Conjeti, S.; Yigitsoy, M.; Peng, T.; Sheet, D.; Chatterjee, J.; Bayer, C.; Navab, N.; Katouzian, A.
Titel:
Deformable Registration of immunofluorescence and Histology using iterative Cross-modal Propagation
Abstract:
In this work, we present a framework for multi-modal deformable registration of immunofluorescence to histology images. It is cast to a mono-modal registration problem by iteratively propagating tissue-specific features from one modality to generate intensities in the other modality via an implicitly learnt random-forest regression framework. The proposed method iterates between modality propagation and image registration in a unified formulation. Evaluations on real and simulated tissue deforma...     »
Stichworte:
ISBI,Deformable Registration,Histology,Immunofluorescence
Kongress- / Buchtitel:
Proceedings of International Symposium on Biomedical Imaging
Verlag / Institution:
Ieee
Jahr:
2015
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