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ICIP
2008
IEEE
14 years 11 months ago
Significant jet point for facial image representation and recognition
Gabor wavelet related feature extraction and classification is an important topic in image analysis and pattern recognition. Gabor features can be used either holistically or anal...
Sanqiang Zhao, Yongsheng Gao
ICMCS
2006
IEEE
108views Multimedia» more  ICMCS 2006»
14 years 4 months ago
Optimized Chamfer Matching for Snake-Based Image Contour Representations
In this paper we present a novel method on how to take advantage of the snake representation of target objects, when doing chamfer matching for detection/recognition purposes. In ...
András Hajdu, Athanasios Roubies, Ioannis P...
CVPR
2008
IEEE
14 years 12 months ago
One step beyond histograms: Image representation using Markov stationary features
This paper proposes a general framework called Markov stationary features (MSF) to extend histogram based features. The MSF characterizes the spatial co-occurrence of histogram pa...
Jianguo Li, Weixin Wu, Tao Wang, Yimin Zhang
NIPS
2007
13 years 11 months ago
Near-Maximum Entropy Models for Binary Neural Representations of Natural Images
Maximum entropy analysis of binary variables provides an elegant way for studying the role of pairwise correlations in neural populations. Unfortunately, these approaches suffer f...
Matthias Bethge, Philipp Berens
ICMCS
2006
IEEE
104views Multimedia» more  ICMCS 2006»
14 years 4 months ago
A Study on Spatial Scalable Coding using Vector Representation
The major advantage of vector representation of an image is that the image quality is maintained for arbitrary scaling. In recent years, a demand for scalable image coding has bee...
Yuki Yamamoto, Kei Kawamura, Hiroshi Watanabe