Top Papers: Medizinische Bildsegmentierung (2005)

Die 50 meistzitierten Arbeiten zu Medizinische Bildsegmentierung aus dem Jahr 2005 (von 3.889 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.

2003 2004 2005 2006

#	Paper	Zitationen
1	Unified segmentation John Ashburner, Karl Friston NeuroImage	7.412
2	A Review of Image Denoising Algorithms, with a New One Antoni Buades, B. Coll, Jean‐Michel Morel Multiscale Modeling and Simulation	4.019
3	The contourlet transform: an efficient directional multiresolution image representation N. Minh, Martin Vetterli IEEE Transactions on Image Processing	3.913
4	A Comparison of Affine Region Detectors Krystian Mikolajczyk, Tinne Tuytelaars, C. Schmid et al. International Journal of Computer Vision	2.916
5	Remote Sensing Digital Image Analysis John A. Richards, Xiuping Jia —	2.704
6	Level Set Evolution without Re-Initialization: A New Variational Formulation Chunming Li, Chenyang Xu, Changfeng Gui et al. —	1.779
7	3D statistical neuroanatomical models from 305 MRI volumes Alan C. Evans, D. Louis Collins, Susan Mills et al. —	1.521
8	A Statistical Approach to Texture Classification from Single Images Manik Varma, Andrew Zisserman International Journal of Computer Vision	1.149
9	Image Processing and Analysis Tony F. Chan, Jianhong Shen Society for Industrial and Applied Mathematics eBooks	905
10	Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA) Michael Elad, Jean‐Luc Starck, Philippe Querre et al. Applied and Computational Harmonic Analysis	900
11	Sparse geometric image representations with bandelets Erwan Le Pennec, Stéphane Mallat IEEE Transactions on Image Processing	845
12	Automated 3-D extraction and evaluation of the inner and outer cortical surfaces using a Laplacian map and partial volume effect classification June Sic Kim, Vivek Kumar Singh, Jun Ki Lee et al. NeuroImage	835
13	Vector-valued image regularization with PDEs: a common framework for different applications David Tschumperlé, Rachid Deriche IEEE Transactions on Pattern Analysis and Machine Intelligence	670
14	Spectral Segmentation with Multiscale Graph Decomposition Timothée Cour, Florence Bénézit, Jianbo Shi —	598
15	Image Parsing: Unifying Segmentation, Detection, and Recognition Zhuowen Tu, Xiang-Rong Chen, Alan Yuille et al. International Journal of Computer Vision	512
16	Non-negative tensor factorization with applications to statistics and computer vision Amnon Shashua, Tamir Hazan —	505
17	Fast image and video denoising via nonlocal means of similar neighborhoods Mona Mahmoudi, Guillermo Sapiro IEEE Signal Processing Letters	488
18	Analysis of Half-Quadratic Minimization Methods for Signal and Image Recovery Mila Nikolova, Michael K. Ng SIAM Journal on Scientific Computing	462
19	Sparse multidimensional representation using shearlets Demetrio Labate, Wang‐Q Lim, Gitta Kutyniok et al. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE	462
20	Generalized Low Rank Approximations of Matrices Jieping Ye Machine Learning	435
21	An adaptive Gaussian filter for noise reduction and edge detection Guang Deng, L.W. Cahill —	423
22	The Medical Imaging Interaction Toolkit Ivo Wolf, Marcus Vetter, Ingmar Wegner et al. Medical Image Analysis	423
23	2-D and 3-D Image Registration: for Medical, Remote Sensing, and Industrial Applications A. Ardeshir Goshtasby —	405
24	Automatic seeded region growing for color image segmentation Frank Y. Shih, Shouxian Cheng Image and Vision Computing	390
25	Interactive Graph Cut Based Segmentation with Shape Priors Daniel Z. Freedman, Tao Zhang —	384
26	Radon transform orientation estimation for rotation invariant texture analysis Kourosh Jafari‐Khouzani, Hamid Soltanian‐Zadeh IEEE Transactions on Pattern Analysis and Machine Intelligence	378
27	MRI Fuzzy Segmentation of Brain Tissue Using Neighborhood Attraction With Neural-Network Optimization Shan Shen, W.A. Sandham, Malcolm Granat et al. IEEE Transactions on Information Technology in Biomedicine	378
28	Comparison and validation of tissue modelization and statistical classification methods in T1-weighted MR brain images Meritxell Bach Cuadra, Leila Cammoun, Torsten Butz et al. IEEE Transactions on Medical Imaging	372
29	Accuracy of finite element model‐based multi‐organ deformable image registration Kristy K. Brock, Michael B. Sharpe, Laura A. Dawson et al. Medical Physics	371
30	Deblurring and Denoising of Images by Nonlocal Functionals Stefan Kindermann, Stanley Osher, Peter W. Jones Multiscale Modeling and Simulation	366
31	Automatic segmentation of MR images of the developing newborn brain Marcel Prastawa, John H. Gilmore, Weili Lin et al. Medical Image Analysis	331
32	Image Decomposition into a Bounded Variation Component and an Oscillating Component Jean-Fran�ois Aujol, Gilles Aubert, Laure Blanc-F�raud et al. Journal of Mathematical Imaging and Vision	331
33	Cortical thickness analysis in autism with heat kernel smoothing Moo K. Chung, Steven Robbins, Kim M. Dalton et al. NeuroImage	330
34	OBJ CUT Manish Kumar, Philip H. S. Torr, Andrew Zisserman —	326
35	Total Variation Minimization and a Class of Binary MRF Models Antonin Chambolle Lecture notes in computer science	325
36	A classified and comparative study of edge detection algorithms Mohsen Sharifi, Mahmood Fathy, Maryam Tayefeh Mahmoudi —	323
37	A review of calibration techniques for freehand 3-D ultrasound systems Laurence Mercier, Thomas Langø, Frank Lindseth et al. Ultrasound in Medicine & Biology	323
38	Elastic Registration of Biological Images Using Vector-Spline Regularization Carlos Óscar S. Sorzano, P. Thévenaz, Michaël Unser IEEE Transactions on Biomedical Engineering	320
39	Comparative evaluation of despeckle filtering in ultrasound imaging of the carotid artery Christos P. Loizou, Constantinos S. Pattichis, Christina Christodoulou et al. IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control	320
40	Iterative kernel principal component analysis for image modeling Kwa, Matthias Franz, Bernhard Schölkopf IEEE Transactions on Pattern Analysis and Machine Intelligence	311
41	A nonparametric statistical method for image segmentation using information theory and curve evolution Jun-Mo Kim, John W. Fisher, Anthony Yezzi et al. IEEE Transactions on Image Processing	303
42	Image thresholding using type II fuzzy sets Hamid R. Tizhoosh Pattern Recognition	300
43	The use of active shape models for locating structures in medical images T.F. Cootes, Andrew Hill, Chris Taylor et al. Lecture notes in computer science	296
44	Level Set Based Shape Prior Segmentation Tony F. Chan, Wei Zhu —	296
45	Spatio-temporal nonrigid registration for ultrasound cardiac motion estimation María J. Ledesma‐Carbayo, Jan Kybic, Manuel Desco et al. IEEE Transactions on Medical Imaging	286
46	Class-specific material categorisation Barbara Caputo, E. Hayman, P. Mallikarjuna —	286
47	Intrathoracic airway trees: segmentation and airway morphology analysis from low-dose CT scans Juerg Tschirren, Eric A. Hoffman, Geoffrey McLennan et al. IEEE Transactions on Medical Imaging	284
48	Maximum A Posteriori Speckle Filtering And First Order Texture Models In Sar Images A. Lopes, E. Nezry, R. Touzi et al. —	282
49	Combining Top-Down and Bottom-Up Segmentation Eran Borenstein, E. Sharon, Shimon Ullman —	274
50	Variational principles, surface evolution, PDE's, level set methods and the stereo problem Olivier Faugeras, Renaud Keriven —	249

Top Papers: Medizinische Bildsegmentierung (2005)

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