EXTRACTION OF STANDING HUMAN BODIES FROM IMAGES WITH MULTI LEVEL SEGMENTATION AND SPLINE REGRESSION
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 10
Abstract
The ability to extract and detection of human activities by computer vision is very important with many potential applications. Extraction of human bodies from images from respective digital image has accomplished consideration in recent times and extensive variety of research is carried on to meet the sought result. In this paper proposed a novel strategy to extract human bodies from images where the scene density, the highly dimensional pose space, and various human appearances are handled in better way compared to conventional state of art methods. The proposed approach is ordered into five distinct strides (i) face detection, (ii) Multiple level segmentation, (iii) skin detection, (iv) upper body segmentation and (v) lower body segmentation respectively. In this paper we propose another method spline regression to extraction of human bodies from single images. Finally the simulation results have achieved better performance and high proficiency over traditional state of art methods.
Authors and Affiliations
R Swathi
Keywords
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- EP ID EP144270
- DOI 10.5281/zenodo.163304
- Views 64
- Downloads 0
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