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Daniel Cremers
Researcher at Technische Universität München
Publications - 702
Citations - 55592
Daniel Cremers is an academic researcher from Technische Universität München. The author has contributed to research in topics: Image segmentation & Computer science. The author has an hindex of 99, co-authored 655 publications receiving 44957 citations. Previous affiliations of Daniel Cremers include Siemens & University of Mannheim.
Papers
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Nonlinear Dynamical Shape Priors for Level Set Segmentation
TL;DR: This paper proposes to approximate the temporal evolution of the eigenmodes of the level set function by means of a mixture of autoregressive models and details how such shape priors “with memory” can be integrated into a variational framework for level set segmentation.
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The Double Sphere Camera Model
TL;DR: In this article, the authors provide an extensive review of existing models for large field-of-view cameras and propose the Double Sphere camera model, which is computationally inexpensive and has a closed-form inverse.
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Non-rigid puzzles
TL;DR: A non‐rigid multi‐part shape matching algorithm that simultaneously solves for the segmentation of the reference model, and for a dense correspondence to (subsets of) the parts.
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Elastic Net Constraints for Shape Matching
TL;DR: This work considers a parametrized relaxation of the widely adopted quadratic assignment problem (QAP) formulation for minimum distortion correspondence between deformable shapes and introduces a weighting parameter on the combination of two existing relaxations, namely spectral and game-theoretic.
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Total Cyclic Variation and Generalizations
TL;DR: A general framework for regularization of signals with values in a cyclic structure, such as angles, phases or hue values, as well as cyclic versions of quadratic regularization, Huber-TV and Mumford-Shah regularity is introduced.