Synergy between Object Recognition and Image Segmentation Using the Expectation-Maximization Algorithm

I. Kokkinos; P. Maragos

doi:10.1109/tpami.2008.158

Synergy between Object Recognition and Image Segmentation Using the Expectation-Maximization Algorithm

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2008.158 ◽

2009 ◽

Vol 31 (8) ◽

pp. 1486-1501 ◽

Cited By ~ 24

Author(s):

I. Kokkinos ◽

P. Maragos

Keyword(s):

Image Segmentation ◽

Object Recognition ◽

Expectation Maximization ◽

Expectation Maximization Algorithm

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A Study of Color Image Segmentation Base on Stochastic Expectation Maximization Algorithm in HSV Model

2006 1st International Symposium on Systems and Control in Aerospace and Astronautics ◽

10.1109/isscaa.2006.1627580 ◽

2006 ◽

Author(s):

Yudong Guan ◽

Qi Zhang ◽

Xutao Zhang ◽

Youhua Jia ◽

Shen Wang

Keyword(s):

Image Segmentation ◽

Expectation Maximization ◽

Color Image ◽

Expectation Maximization Algorithm ◽

Color Image Segmentation

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Automatic image segmentation for concealed object detection using the expectation-maximization algorithm

Optics Express ◽

10.1364/oe.18.010659 ◽

2010 ◽

Vol 18 (10) ◽

pp. 10659 ◽

Cited By ~ 21

Author(s):

Dong-Su Lee ◽

Seokwon Yeom ◽

Jung-Young Son ◽

Shin-Hwan Kim

Keyword(s):

Image Segmentation ◽

Object Detection ◽

Expectation Maximization ◽

Expectation Maximization Algorithm

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Expectation–maximization algorithm with total variation regularization for vector-valued image segmentation

Journal of Visual Communication and Image Representation ◽

10.1016/j.jvcir.2012.09.002 ◽

2012 ◽

Vol 23 (8) ◽

pp. 1234-1244 ◽

Cited By ~ 11

Author(s):

Jun Liu ◽

Yin-Bon Ku ◽

Shingyu Leung

Keyword(s):

Image Segmentation ◽

Total Variation ◽

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Total Variation Regularization ◽

Vector Valued

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Bayesian expectation maximization algorithm by using B-splines functions: Application in image segmentation

Mathematics and Computers in Simulation ◽

10.1016/j.matcom.2015.06.007 ◽

2016 ◽

Vol 120 ◽

pp. 50-63 ◽

Cited By ~ 4

Author(s):

Atizez Hadrich ◽

Mourad Zribi ◽

Afif Masmoudi

Keyword(s):

Image Segmentation ◽

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

B Splines

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Object recognition based on impulse restoration with use of the expectation-maximization algorithm

Journal of the Optical Society of America A ◽

10.1364/josaa.15.002327 ◽

1998 ◽

Vol 15 (9) ◽

pp. 2327 ◽

Cited By ~ 15

Author(s):

Ahmad Abu-Naser ◽

Nikolas P. Galatsanos ◽

Miles N. Wernick ◽

Dan Schonfeld

Keyword(s):

Object Recognition ◽

Expectation Maximization ◽

Expectation Maximization Algorithm

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Unsupervised image segmentation utilizing penalized inverse expectation maximization algorithm

2008 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2008.4517765 ◽

2008 ◽

Author(s):

Jesmin F. Khan ◽

Reza R. Adhami ◽

Sharif M. A. Bhuiyan

Keyword(s):

Image Segmentation ◽

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Unsupervised Image Segmentation

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Brain image segmentation using a combination of expectation-maximization algorithm and watershed transform

International Journal of Imaging Systems and Technology ◽

10.1002/ima.22181 ◽

2016 ◽

Vol 26 (3) ◽

pp. 225-232 ◽

Cited By ~ 8

Author(s):

Goo-Rak Kwon ◽

Dibash Basukala ◽

Sang-Woong Lee ◽

Kun Ho Lee ◽

Moonsoo Kang

Keyword(s):

Image Segmentation ◽

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Watershed Transform ◽

Brain Image ◽

Brain Image Segmentation

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A multiresolution diffused expectation–maximization algorithm for medical image segmentation

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2005.10.002 ◽

2007 ◽

Vol 37 (1) ◽

pp. 83-96 ◽

Cited By ~ 18

Author(s):

Giuseppe Boccignone ◽

Paolo Napoletano ◽

Vittorio Caggiano ◽

Mario Ferraro

Keyword(s):

Image Segmentation ◽

Expectation Maximization ◽

Medical Image ◽

Expectation Maximization Algorithm ◽

Medical Image Segmentation

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A joint shape evolution approach to medical image segmentation using expectation–maximization algorithm

Magnetic Resonance Imaging ◽

10.1016/j.mri.2011.07.005 ◽

2011 ◽

Vol 29 (9) ◽

pp. 1255-1266 ◽

Cited By ~ 2

Author(s):

Mahshid Farzinfar ◽

Eam Khwang Teoh ◽

Zhong Xue

Keyword(s):

Image Segmentation ◽

Expectation Maximization ◽

Medical Image ◽

Expectation Maximization Algorithm ◽

Medical Image Segmentation ◽

Shape Evolution ◽

Joint Shape ◽

Evolution Approach

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Infrared Image Segmentation using Hidden Markov Random Fields and Expectation-maximization Algorithm

Information Technology Journal ◽

10.3923/itj.2013.8494.8499 ◽

2013 ◽

Vol 12 (24) ◽

pp. 8494-8499

Author(s):

Wang Li ◽

Zeng Pei-Pei

Keyword(s):

Image Segmentation ◽

Expectation Maximization ◽

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Expectation Maximization Algorithm ◽

Infrared Image ◽

Markov Random ◽

Infrared Image Segmentation

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