Top Papers: Medizinische Bildsegmentierung (2002)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2002 (von 4.847 insgesamt).

Die automatische Bildsegmentierung ist eine Schlüsseltechnologie für die KI-gestützte Medizin. Algorithmen erkennen und markieren gezielt Organe, Tumore oder Gewebeveränderungen in CT-, MRT- und Ultraschallbildern. Das beschleunigt klinische Workflows und verbessert die Reproduzierbarkeit von Diagnosen. Diese Seite sammelt die wichtigsten Arbeiten aus diesem spezialisierten Forschungsfeld.

2000 2001 2002 2003

#	Paper	Zitationen
1	Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain N. Tzourio-Mazoyer, Brigitte Landeau, Dimitri Papathanassiou et al. NeuroImage	16.573
2	Multiresolution gray-scale and rotation invariant texture classification with local binary patterns Timo Ojala, Matti Pietikäinen, Topi Mäenpää IEEE Transactions on Pattern Analysis and Machine Intelligence	15.110
3	Mean shift: a robust approach toward feature space analysis Dorin Comaniciu, Peter Meer IEEE Transactions on Pattern Analysis and Machine Intelligence	11.292
4	Fast robust automated brain extraction Stephen M. Smith Human Brain Mapping	10.725
5	Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images Mark Jenkinson NeuroImage	10.567
6	Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images Mark Jenkinson, Peter Bannister, Michael Brady et al. NeuroImage	9.457
7	Whole Brain Segmentation Bruce Fischl, David H. Salat, Evelina Busa et al. Neuron	8.875
8	Bilateral filtering for gray and color images Carlo Tomasi, Roberto Manduchi —	8.005
9	Digital Image Processing William K. Pratt —	4.340
10	Interactive graph cuts for optimal boundary & region segmentation of objects in N-D images Yuri Boykov, Marie‐Pierre Jolly —	3.655
11	The Mathematics of Computerized Tomography Frank Natterer, Ge Wang Medical Physics	2.575
12	A Multiphase Level Set Framework for Image Segmentation Using the Mumford and Shah Model Luminita A. Vese, Tony F. Chan International Journal of Computer Vision	2.365
13	Region of interest analysis using an SPM toolbox Matthew Brett NeuroImage	2.165
14	Accurate, Robust, and Automated Longitudinal and Cross-Sectional Brain Change Analysis Stephen M. Smith, Yongyue Zhang, Mark Jenkinson et al. NeuroImage	2.034
15	A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data M.N. Ahmed, S.M. Yamany, Nebras Ahmed Mohamed et al. IEEE Transactions on Medical Imaging	1.783
16	A metric for distributions with applications to image databases Yossi Rubner, Carlo Tomasi, Leonidas Guibas —	1.729
17	Digital Image Processing Bernd Jähne —	1.663
18	Query by Image and Video Content: The QBIC System Myron Flickner, Harpreet Sawhney, W. Niblack et al. Elsevier eBooks	1.562
19	A modified Hausdorff distance for object matching Marie-Pierre Dubuisson, A.K. Jain —	1.450
20	Blobworld: image segmentation using expectation-maximization and its application to image querying Chad Carson, Serge Belongie, Hayit Greenspan et al. IEEE Transactions on Pattern Analysis and Machine Intelligence	1.410
21	Performance evaluation of texture measures with classification based on Kullback discrimination of distributions Timo Ojala, Matti Pietikäinen, David Harwood —	1.365
22	Geodesic active contours Vicent Caselles, Ron Kimmel, Guillermo Sapiro —	1.157
23	Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance N. Minh, Martin Vetterli IEEE Transactions on Image Processing	1.142
24	Statistical shape influence in geodesic active contours Michael E. Leventon, W. Eric L. Grimson, Olivier Faugeras —	1.138
25	HAMMER: hierarchical attribute matching mechanism for elastic registration Dinggang Shen, Christos Davatzikos IEEE Transactions on Medical Imaging	1.074
26	A statistical method for 3D object detection applied to faces and cars Henry Schneiderman, Takeo Kanade —	1.052
27	Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency L. Sendur, Ivan Selesnick IEEE Transactions on Signal Processing	1.007
28	An analysis of co-occurrence texture statistics as a function of grey level quantization David A. Clausi Canadian Journal of Remote Sensing	1.004
29	Extension of phase correlation to subpixel registration Hassan Foroosh, Josiane Zerubia, Marc-Antoine Berthod IEEE Transactions on Image Processing	958
30	BrainSuite: An automated cortical surface identification tool David W. Shattuck, Richard M. Leahy Medical Image Analysis	878
31	Normalized cuts and image segmentation Jianbo Shi, Jitendra Malik —	855
32	Two deterministic half-quadratic regularization algorithms for computed imaging Pierre Charbonnier, Laure Blanc-Féraud, Gilles Aubert et al. —	841
33	On the origin of the bilateral filter and ways to improve it Michael Elad IEEE Transactions on Image Processing	782
34	Gradient vector flow: a new external force for snakes Chenyang Xu, Jerry L. Prince —	754
35	Geodesic Active Regions and Level Set Methods for Supervised Texture Segmentation Nikos Paragios, Rachid Deriche International Journal of Computer Vision	749
36	Robust analysis of feature spaces: color image segmentation Dorin Comaniciu, Peter Meer —	679
37	Gradient flows and geometric active contour models Satyanad Kichenassamy, A. Kumar, Peter J. Olver et al. —	658
38	Initialization, noise, singularities, and scale in height ridge traversal for tubular object centerline extraction Stephen Aylward, E. Bullitt IEEE Transactions on Medical Imaging	575
39	Image segmentation by data-driven markov chain monte carlo Zhuowen Tu, Song-Chun Zhu IEEE Transactions on Pattern Analysis and Machine Intelligence	564
40	A Wavelet‐Based Algorithm for the Spatial Analysis of Poisson Data P. E. Freeman, V. Kashyap, R. Rosner et al. The Astrophysical Journal Supplement Series	551
41	Yet Another Survey on Image Segmentation: Region and Boundary Information Integration Jordi Freixenet, Xavier Muñoz, David Raba et al. Lecture notes in computer science	524
42	Active shape model segmentation with optimal features Bram van Ginneken, Alejandro F. Frangi, Joes Staal et al. IEEE Transactions on Medical Imaging	523
43	Medical Image Processing, Analysis and Visualization in clinical research Matthew McAuliffe, François Lalonde, Delia P. McGarry et al. —	520
44	Shape-based image retrieval using generic Fourier descriptor Dengsheng Zhang, Guojun Lu Signal Processing Image Communication	517
45	Fundamental relationship between bilateral filtering, adaptive smoothing, and the nonlinear diffusion equation Danny Barash IEEE Transactions on Pattern Analysis and Machine Intelligence	510
46	Shape Priors for Level Set Representations Mikaël Rousson, Nikos Paragios Lecture notes in computer science	505
47	Gaussian-based edge-detection methods-a survey Mitra Basu IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)	491
48	Mathematical Problems in Image Processing Gilles Aubert, Pierre Kornprobst Applied mathematical sciences	484
49	Color- and texture-based image segmentation using EM and its application to content-based image retrieval Serge Belongie, Chad Carson, Hayit Greenspan et al. —	477
50	Brief review of invariant texture analysis methods Jianguo Zhang, Tieniu Tan Pattern Recognition	448

Top Papers: Medizinische Bildsegmentierung (2002)

Verwandte Seiten