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» A Probabilistic Segmentation Scheme
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VIP
2003
15 years 6 months ago
Segmentation-Based Multilayer Diagnosis Lossless Medical Image compression
Hospital and clinical environments are moving towards computerisation, digitisation and centralisation, resulting in prohibitive amounts of digital medical image data. Compression...
Xin Bai 0002, Jesse S. Jin, David Dagan Feng
CORR
2011
Springer
245views Education» more  CORR 2011»
14 years 12 months ago
A linear framework for region-based image segmentation and inpainting involving curvature penalization
Abstract We present the first method to handle curvature regularity in region-based image segmentation and inpainting that is independent of initialization. To this end we start f...
Thomas Schoenemann, Fredrik Kahl, Simon Masnou, Da...
ICIP
2005
IEEE
16 years 6 months ago
Dense discontinuous optical flow via contour-based segmentation
We propose a new algorithm for dense optical flow computation. Dense optical flow schemes are challenged by the presence of motion discontinuities. In state of the art optical flo...
Tomer Amiaz, Nahum Kiryati
CORR
2011
Springer
222views Education» more  CORR 2011»
14 years 8 months ago
Weakly Supervised Learning of Foreground-Background Segmentation using Masked RBMs
Abstract. We propose an extension of the Restricted Boltzmann Machine (RBM) that allows the joint shape and appearance of foreground objects in cluttered images to be modeled indep...
Nicolas Heess, Nicolas Le Roux, John M. Winn
145
Voted
CVBIA
2005
Springer
15 years 10 months ago
3D Statistical Shape Models to Embed Spatial Relationship Information
Abstract. This paper presents the creation of 3D statistical shape models of the knee bones and their use to embed information into a segmentation system for MRIs of the knee. We p...
Jurgen Fripp, Pierrick Bourgeat, Andrea J. U. Mewe...