Titlebook: Medical Computer Vision: Recognition Techniques and Applications in Medical Imaging; Second International Bjoern H. Menze,Georg Langs,Anton

摄取

可用

colony

Multiple Atlases-Based Joint Labeling of Human Cortical Sulcal Curvesework. Compared to the conventional method, we propose to use neighboring curves for avoiding ambiguity in curve-by-curve labeling and to integrate the labeling results obtained from multiple atlases for consistent labeling. In particular, we compute a histogram of points on the neighboring curves a

stress-response

Fast Anatomical Structure Localization Using Top-Down Image Patch Regression automatic processing of large amounts of data. We present a simple, accurate and fast approach with low computational complexity to find anatomical landmarks, based on a multi-scale regression codebook of informative image patches and encoded landmark contexts..From a set of annotated training volu

MORT

Oblique Random Forests for 3-D Vessel Detection Using Steerable Filters and Orthogonal Subspace FiltOne is based on orthogonal subspace filtering where we learn 3-D eigenspace filters from local image patches that return task optimal feature responses. The other uses a specific set of steerable filters that show, qualitatively, similarities to the learned eigenspace filters, but also allow for exp

Arthr-

Pipeline for Tracking Neural Progenitor Cellsgery of . cell growth experiments. Segmentation algorithms with the ability to adapt to the problem at hand and robust tracking methods play a key role in constructing these lineages. We present here a tracking pipeline based on learning a dictionary of discriminative image patches for segmentation

hieroglyphic

似少年

Randomness and Sparsity Induced Codebook Learning with Application to Cancer Image Classificationorithm, Randomized Forest Sparse Coding (RFSC), by harvesting the following three concepts: (1) ensemble learning, (2) divide-and-conquer, and (3) sparse coding. Given a set of training data, a randomized tree can be used to perform data partition (divide-and-conquer); after a tree is built, a numbe

Jocose

Context Enhanced Graphical Model for Object Localization in Medical Imagesoaches tackling this problem, and focus on the work by Song et.al. [20]. In [20], a new graphical model with additional contrast and interest-region potentials is designed, encoding the higher-order contextual information between regions, on the global and structural levels. A discriminative sparse-

Anthem

lly no substantial electronic overlap between the molecules1; interactions are based on mere van der Waals forces in the very large class of neutral molecular crystals (or on a combination of van der Waals and local [closed shell] Coulombic interactions in the barely studied class of ionic organic c