Fast and robust head detection with arbitrary pose and occlusion
| LEADER | caa a22 4500 | ||
|---|---|---|---|
| 001 | 605446881 | ||
| 003 | CHVBK | ||
| 005 | 20210128100129.0 | ||
| 007 | cr unu---uuuuu | ||
| 008 | 210128e20151101xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s11042-014-2110-3 |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s11042-014-2110-3 | ||
| 245 | 0 | 0 | |a Fast and robust head detection with arbitrary pose and occlusion |h [Elektronische Daten] |c [Tao Zhang, Zhijie Yang, Wenjing Jia, Qiang Wu, Jie Yang, Xiangjian He] |
| 520 | 3 | |a Head detection in images and videos plays an important role in a wide range of computer vision and surveillance applications. Aiming to detect heads with arbitrarily occluded faces and head pose, in this paper, we propose a novel Gaussian energy function based algorithm for elliptical head contour detection. Starting with the localization of head and shoulder by an improved Gaussian Mixture Model (GMM) approach, the precise head contour is obtained by making use of the Omega shape formed from the head and shoulder. Experimental results on several benchmark datasets demonstrate the superiority of the proposed idea over the state-of-the-art in both detection accuracy and processing speed, even though there are various types of severe occlusions in faces. | |
| 540 | |a Springer Science+Business Media New York, 2014 | ||
| 690 | 7 | |a Head detection |2 nationallicence | |
| 690 | 7 | |a Gaussian energy function |2 nationallicence | |
| 690 | 7 | |a Omega shape |2 nationallicence | |
| 690 | 7 | |a Improved GMM |2 nationallicence | |
| 690 | 7 | |a Arbitrary pose and occlusion |2 nationallicence | |
| 700 | 1 | |a Zhang |D Tao |u Shanghai Jiao Tong University, Institute of Image Processing and Pattern Recognition, 800 Dongchuan Road, 200000, Shanghai, China |4 aut | |
| 700 | 1 | |a Yang |D Zhijie |u Shanghai Jiao Tong University, Institute of Image Processing and Pattern Recognition, 800 Dongchuan Road, 200000, Shanghai, China |4 aut | |
| 700 | 1 | |a Jia |D Wenjing |u Faculty of Engineering and Information Technology, University of Technology, Sydney, PO Box 123, 2007, Broadway, NSW, Australia |4 aut | |
| 700 | 1 | |a Wu |D Qiang |u Faculty of Engineering and Information Technology, University of Technology, Sydney, PO Box 123, 2007, Broadway, NSW, Australia |4 aut | |
| 700 | 1 | |a Yang |D Jie |u Shanghai Jiao Tong University, Institute of Image Processing and Pattern Recognition, 800 Dongchuan Road, 200000, Shanghai, China |4 aut | |
| 700 | 1 | |a He |D Xiangjian |u Faculty of Engineering and Information Technology, University of Technology, Sydney, PO Box 123, 2007, Broadway, NSW, Australia |4 aut | |
| 773 | 0 | |t Multimedia Tools and Applications |d Springer US; http://www.springer-ny.com |g 74/21(2015-11-01), 9365-9385 |x 1380-7501 |q 74:21<9365 |1 2015 |2 74 |o 11042 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s11042-014-2110-3 |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s11042-014-2110-3 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Zhang |D Tao |u Shanghai Jiao Tong University, Institute of Image Processing and Pattern Recognition, 800 Dongchuan Road, 200000, Shanghai, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Yang |D Zhijie |u Shanghai Jiao Tong University, Institute of Image Processing and Pattern Recognition, 800 Dongchuan Road, 200000, Shanghai, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Jia |D Wenjing |u Faculty of Engineering and Information Technology, University of Technology, Sydney, PO Box 123, 2007, Broadway, NSW, Australia |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Wu |D Qiang |u Faculty of Engineering and Information Technology, University of Technology, Sydney, PO Box 123, 2007, Broadway, NSW, Australia |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Yang |D Jie |u Shanghai Jiao Tong University, Institute of Image Processing and Pattern Recognition, 800 Dongchuan Road, 200000, Shanghai, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a He |D Xiangjian |u Faculty of Engineering and Information Technology, University of Technology, Sydney, PO Box 123, 2007, Broadway, NSW, Australia |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Multimedia Tools and Applications |d Springer US; http://www.springer-ny.com |g 74/21(2015-11-01), 9365-9385 |x 1380-7501 |q 74:21<9365 |1 2015 |2 74 |o 11042 | ||