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1. Hand segmentation pipeline from depth map: an integrated approach of histogram threshold selection and shallow CNN classification

Author

Zhengze Xu and Wenjun Zhang

Subjects
Computer science, business.industry, Pipeline (computing), Frame (networking), ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION, 020207 software engineering, 02 engineering and technology, Integrated approach, Image (mathematics), Human-Computer Interaction, Artificial Intelligence, Depth map, Histogram, 0202 electrical engineering, electronic engineering, information engineering, 020201 artificial intelligence & image processing, Computer vision, Segmentation, Artificial intelligence, business, Software, Selection (genetic algorithm)
Abstract

We propose a new approach which is a three-stage pipeline to fast and accurate segment hand from a single depth image. Firstly, a depth frame is segmented into several regions by histogram-based th...

Published
2019

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