scholarly journals Skin Detection in Videos in the Spatial-Range Domain

Author(s):  
Javier Ruiz-del-Solar ◽  
Rodrigo Verschae ◽  
Daniel Kottow
Keyword(s):  
Author(s):  
Biplab Ketan Chakraborty ◽  
M. K. Bhuyan ◽  
Karl F. MacDorman
Keyword(s):  

Author(s):  
Grace L. Samson ◽  
Joan Lu

AbstractWe present a new detection method for color-based object detection, which can improve the performance of learning procedures in terms of speed, accuracy, and efficiency, using spatial inference, and algorithm. We applied the model to human skin detection from an image; however, the method can also work for other machine learning tasks involving image pixels. We propose (1) an improved RGB/HSL human skin color threshold to tackle darker human skin color detection problem. (2), we also present a new rule-based fast algorithm (packed k-dimensional tree --- PKT) that depends on an improved spatial structure for human skin/face detection from colored 2D images. We also implemented a novel packed quad-tree (PQT) to speed up the quad-tree performance in terms of indexing. We compared the proposed system to traditional pixel-by-pixel (PBP)/pixel-wise (PW) operation, and quadtree based procedures. The results show that our proposed spatial structure performs better (with a very low false hit rate, very high precision, and accuracy rate) than most state-of-the-art models.


2014 ◽  
Vol 41 ◽  
pp. 3-13 ◽  
Author(s):  
Michal Kawulok ◽  
Jolanta Kawulok ◽  
Jakub Nalepa
Keyword(s):  

2016 ◽  
Vol 1 (6) ◽  
Author(s):  
D. T. Squire ◽  
C. Morrill-Winter ◽  
N. Hutchins ◽  
I. Marusic ◽  
M. P. Schultz ◽  
...  

2016 ◽  
Vol 20 (3) ◽  
pp. 159-172 ◽  
Author(s):  
Guang Chen ◽  
Jituo Li ◽  
Jiping Zeng ◽  
Bei Wang ◽  
Guodong Lu

1991 ◽  
Vol 64 (1-2) ◽  
pp. 87-94 ◽  
Author(s):  
Michael W. Vogel ◽  
Mark McInnes ◽  
Hadi Shojaeian Zanjani ◽  
Karl Herrup

1996 ◽  
Author(s):  
Paul J. Sullivan ◽  
Robert E. Parks ◽  
Lianzhen Shao
Keyword(s):  

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