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Variation Based Dense 3D Reconstruction

Application on Monocular Mini-Laparoscopic Sequences
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In his master thesis,Sven Painer develops, implements, and evaluates a method to reconstruct theliver surface from monocular mini-laparoscopic sequences. The principal focus ofhis research is to create a basis for helping clinicians to write reports withquantitative descriptions of the liver... > mehr
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In his master thesis,Sven Painer develops, implements, and evaluates a method to reconstruct theliver surface from monocular mini-laparoscopic sequences. The principal focus ofhis research is to create a basis for helping clinicians to write reports withquantitative descriptions of the liver surface. A Structure from Motion approachis performed to do a sparse reconstruction of the liver surface and subsequentlythis information is used in a variation based dense 3D reconstruction. Thealgorithms are formulated in a causal way, enabling the implementation to be runin real-time on an adequate hardware platform. The results show a significantperformance increase and pave the way to give clinicians a feedback duringvideo capturing to improve the quality of the reconstruction in the nearfuture.

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