DocumentCode
553931
Title
Notice of Retraction
Study of head recognition based on biomimetic pattern recognition in complicated traffic environment
Author
Xiaping Xu ; Jiafu Jiang
Author_Institution
Coll. of Comput. & Commun. Eng., Changsha Univ. of Sci. & Technol., Changsha, China
Volume
1
fYear
2011
fDate
26-28 July 2011
Firstpage
242
Lastpage
246
Abstract
Notice of Retraction
After careful and considered review of the content of this paper by a duly constituted expert committee, this paper has been found to be in violation of IEEE´s Publication Principles.
We hereby retract the content of this paper. Reasonable effort should be made to remove all past references to this paper.
The presenting author of this paper has the option to appeal this decision by contacting TPII@ieee.org.
Analyzing object recognition in complicated traffic environment with principle of point distribution in multi-dimensional space and Biomimetic Pattern Recognition, a novel algorithm of automatic threshold for head recognition is proposed basing on multi-weight and triangle covering. Getting the initial head samples from head detection of the looked-down video stream, extracting features of these samples and mapping them into multi-dimensional feature space, then obtaining the density-threshold radius according to the distribution density of head samples automatically to cover all the heads with triangle, lastly further dividing the samples that are overlapping covered in order to discriminate the head images. Results of experiment in UCI database and video data of head show that the method is valid and efficient.
After careful and considered review of the content of this paper by a duly constituted expert committee, this paper has been found to be in violation of IEEE´s Publication Principles.
We hereby retract the content of this paper. Reasonable effort should be made to remove all past references to this paper.
The presenting author of this paper has the option to appeal this decision by contacting TPII@ieee.org.
Analyzing object recognition in complicated traffic environment with principle of point distribution in multi-dimensional space and Biomimetic Pattern Recognition, a novel algorithm of automatic threshold for head recognition is proposed basing on multi-weight and triangle covering. Getting the initial head samples from head detection of the looked-down video stream, extracting features of these samples and mapping them into multi-dimensional feature space, then obtaining the density-threshold radius according to the distribution density of head samples automatically to cover all the heads with triangle, lastly further dividing the samples that are overlapping covered in order to discriminate the head images. Results of experiment in UCI database and video data of head show that the method is valid and efficient.
Keywords
feature extraction; object recognition; traffic engineering computing; video signal processing; biomimetic pattern recognition; complicated traffic environment; head recognition; looked-down video stream; multidimensional feature space; object recognition; point distribution principle; Feature extraction; Head; Image recognition; Magnetic heads; Pattern recognition; Support vector machines; Training; Biomimetic Pattern Recognition; automatic threshold; head recognition; multi-dimensional space covering;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation (ICNC), 2011 Seventh International Conference on
Conference_Location
Shanghai
ISSN
2157-9555
Print_ISBN
978-1-4244-9950-2
Type
conf
DOI
10.1109/ICNC.2011.6021900
Filename
6021900
Link To Document