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» Natural Image Statistics for Natural Image Segmentation
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ICCV
2007
IEEE
14 years 11 months ago
Learning Multiscale Representations of Natural Scenes Using Dirichlet Processes
We develop nonparametric Bayesian models for multiscale representations of images depicting natural scene categories. Individual features or wavelet coefficients are marginally de...
Jyri J. Kivinen, Erik B. Sudderth, Michael I. Jord...
ICIP
2007
IEEE
13 years 9 months ago
Statistical Multiscale Image Segmentation via Alpha-Stable Modeling
This paper presents a new statistical image segmentation algorithm, in which the texture features are modeled by Symmetric Alpha-Stable (SαS) distributions. These features are ef...
Tao Wan, Cedric Nishan Canagarajah, Alin Achim
IJCNLP
2005
Springer
14 years 2 months ago
Automatic Image Annotation Using Maximum Entropy Model
Automatic image annotation is a newly developed and promising technique to provide semantic image retrieval via text descriptions. It concerns a process of automatically labeling t...
Wei Li, Maosong Sun
ICRA
2006
IEEE
104views Robotics» more  ICRA 2006»
14 years 3 months ago
A Minimum Variance Calibration Algorithm for Pan-tilt Robotic Cameras in Natural Environments
— A new generation of inexpensive robotic pan-tilt cameras can maintain high-resolution panoramic displays of natural environments. However, the pan-tilt mechanisms are imprecise...
Dezhen Song, Ni Qin, Kenneth Y. Goldberg
CAIP
2005
Springer
117views Image Analysis» more  CAIP 2005»
14 years 2 months ago
Design of Statistical Measures for the Assessment of Image Segmentation Schemes
Image segmentation is discussed for years in numerous papers, but assessing its quality is mainly dealt with in recent works. Quality assessment is a primary concern for anyone wor...
Marc Van Droogenbroeck, Olivier Barnich