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ICPR
2004
IEEE
14 years 10 months ago
A Rival Penalized EM Algorithm towards Maximizing Weighted Likelihood for Density Mixture Clustering with Automatic Model Select
How to determine the number of clusters is an intractable problem in clustering analysis. In this paper, we propose a new learning paradigm named Maximum Weighted Likelihood (MwL)...
Yiu-ming Cheung
ICPR
2004
IEEE
14 years 10 months ago
Finding Region Correspondences for Wide Baseline Stereo
This study addresses the problem of finding correspondences for wide baseline stereo. Texture has traditionally been utilised as a single-image cue for 3D shape reconstruction (sh...
Dmitry Chetverikov, Zoltán Megyesi, Zsolt J...
ICPR
2004
IEEE
14 years 10 months ago
Perceptual Distance Normalization for Appearance Detection
In this paper we develop a novel contrast-invariant appearance detection model. The goal is to classify object-specific images (e.g. face images) from generic background patches. ...
Allan D. Jepson, Chakra Chennubhotla
ICPR
2004
IEEE
14 years 10 months ago
Model Based Object Recognition by Robust Information Fusion
Given a set of 3D model features and their 2D image, model based object recognition determines the correspondences between those features and hence computes the pose of the object...
Haifeng Chen, Ilan Shimshoni, Peter Meer
ICPR
2004
IEEE
14 years 10 months ago
Probabilistic Tracking with Adaptive Feature Selection
Chiou-Shann Fuh, Hwann-Tzong Chen, Tyng-Luh Liu
ICPR
2004
IEEE
14 years 10 months ago
Illumination and Expression Invariant Face Recognition with One Sample Image
Most face recognition approaches either assume constant lighting condition or standard facial expressions, thus cannot deal with both kinds of variations simultaneously. This prob...
Brian C. Lovell, Shaokang Chen
ICPR
2004
IEEE
14 years 10 months ago
Tooth Contour Extraction for Matching Dental Radiographs
In dental biometrics [1] [2], the contours of teeth in dental radiographs are utilized for human identification. However, in many images, the contours of teeth are fuzzy and only ...
Anil K. Jain, Hong Chen
ICPR
2004
IEEE
14 years 10 months ago
Resampling for Face Detection by Self-Adaptive Genetic Algorithm
Over the past ten years, face detection has been thoroughly studied in computer vision research for its interesting applications. However, all of the state-of-the-art statistical ...
Jie Chen, Wen Gao, Xilin Chen
ICPR
2004
IEEE
14 years 10 months ago
Improvement of Bidirectional Recurrent Neural Network for Learning Long-Term Dependencies
Bidirectional recurrent neural network(BRNN) is a noncausal generalization of recurrent neural network(RNN). It can not learn remote information efficiently due to the problem of ...
Jinmiao Chen, Narendra S. Chaudhari