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» Objective Functions for Feature Discrimination
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109
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AUSAI
2005
Springer
15 years 8 months ago
Semantic Correlation Network Based Text Clustering
Abstract. Text documents have sparse data spaces, and nearest neighbors may belong to different classes when using current existing proximity measures to describe the correlation ...
Shaoxu Song, Chunping Li
126
Voted
ICPR
2010
IEEE
15 years 21 days ago
Track Initialization in Low Frame Rate and Low Resolution Videos
The problem of object detection and tracking has received relatively less attention in low frame rate and low resolution videos. Here we focus on motion segmentation in videos whe...
Naresh P. Cuntoor, Arslan Basharat, A. G. Amitha P...
134
Voted
COOPIS
2004
IEEE
15 years 6 months ago
Enabling Rapid Feature Deployment on Embedded Platforms with JeCOM Bridge
A new class of embedded devices is emerging that has a mixture of traditional firmware (written in C/C++) with an embedded virtual machine (e.g., Java). For these devices, the main...
Jun Li, Keith Moore
CVPR
1997
IEEE
16 years 4 months ago
Shape Indexing Using Approximate Nearest-Neighbour Search in High-Dimensional Spaces
Shape indexing is a way of making rapid associations between features detected in an image and object models that could have produced them. When model databases are large, the use...
Jeffrey S. Beis, David G. Lowe
138
Voted
HIS
2007
15 years 4 months ago
Pareto-based Multi-Objective Machine Learning
—Machine learning is inherently a multiobjective task. Traditionally, however, either only one of the objectives is adopted as the cost function or multiple objectives are aggreg...
Yaochu Jin