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Article
Pedestrian tracking for infrared image sequence based on trajectory manifold of spatio-temporal slice
The research of pedestrian tracking in infrared image sequences is a curial part of video surveillance. Considering the particular characteristics of the infrared image, such as low contrast, fuzzy edge and un...
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Article
Semi-supervised classification of multiple kernels embedding manifold information
For semi-supervised learning, we propose the Laplacian embedded multiple kernel regression model. As we incorporate the multiple kernel occasion into manifold regularization framework, the models we proposed a...
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Article
Manifold regularized multiple kernel learning with Hellinger distance
The aim of this paper is to solve the problem of unsupervised manifold regularization being used under supervised classification circumstance. This paper not only considers that the manifold information of dat...
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Chapter and Conference Paper
3D Human Body Reconstruction from a Single Image
In this paper, a generative adversarial network based on SMPL model is used to reconstruct three-dimensional (3D) human mesh from a single image. The generative adversarial network consists of two parts (gener...
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Chapter and Conference Paper
A Proxy Node Resource Load Balancing Strategy Based on the Swift System
The internet of Things (IoT) uses wireless sensor devices to build a huge network transmission center, the data is increasing, and the data types have diverse characteristics. Such data raise a certain challen...