A Multi-Scale Residential Areas Matching Method Considering Spatial Neighborhood Features

A Multi-Scale Residential Areas Matching Method Using Relevance Vector Machine and Active Learning

Multi-scale object matching is the key technology for upgrading feature cascade and integrating multi-source spatial data. Considering the distinctiveness of data at different scales, the present study selects residential areas in a multi-scale database as research objects and focuses on characteristic similarities. This study adopts the method of merging with no simplification, clarifies all t...

Functions and Features of the Residential Spaces Matching Children’s Needs

The houses which are not suitable for children’s behavioral needs and are not proportionate to their cognitive patterns cannot play a significant role in reinforcing children’s physical and mental development process. Meanwhile, living in these houses is inevitable due to numerous reasons including economy. The extreme results of this form of life can lead to ...

Action Recognition Based on Multi-scale Oriented Neighborhood Features

The spatio-temporal (ST) position information between local features plays an important role in action recognition task. To use the information, neighborhood-based features are built for describing local ST information around ST interest points. However, traditional methods of constructing neighborhood, such as sub-ST volumetric method and nearest-neighbor-based neighborhood method, ignore the ...

Residential Segregation and Neighborhood Conditions in U.S. Metropolitan Areas

Matching Deformable Features Based on Oriented Multi-scale Filter Banks

This paper presents a technique to enable deformable objects to be matched throughout video sequences based on the information provided by multi-scale Gaussian derivative filter banks. We show that this technique is robust enough for viewpoint changes, lighting changes, large motions of the matched object and small changes in rotation and scale. Unlike other well-known color-based techniques, t...