Person Recognition System Based on a Combination of Body Images from Visible Light and Thermal Cameras
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Abstract
The human body contains identity information that can be used for the person recognition (verification/recognition) problem. In this paper, we propose a person recognition method using the information extracted from body images. Our research is novel in the following three ways compared to previous studies. First, we use the images of human body for recognizing individuals. To overcome the limitations of previous studies on body-based person recognition that use only visible light images for recognition, we use human body images captured by two different kinds of camera, including a visible light camera and a thermal camera. The use of two different kinds of body image helps us to reduce the effects of noise,…
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763
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4Topics & keywords
Topics
Keywords
- Artificial intelligence
- Computer science
- Computer vision
- Convolutional neural network
- Feature extraction
- Pattern recognition (psychology)
- Identity (music)
- Human body
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