182
Views
3
CrossRef citations to date
0
Altmetric
Articles

Efficient 3D point clouds classification for face detection using linear programming and data mining

, , &
Pages 23-37 | Received 30 Apr 2017, Accepted 30 Aug 2017, Published online: 27 Oct 2017

References

  • Moudani W, Sayed AR. Efficient image classification using data mining. Int J Comb Optim Probl Inform. 2011;2 (1):38–55.
  • Bin Ghazali KH, Ma J, Xiao R. An innovative face detection based on skin color segmentation. Int J Comput Appl. 2011;34(2):6–10.
  • Colombo A, Cusano C, Schettini R. 3D face detection using curvature analysis. Pattern Recognit. 2006;39(3):444–455. doi: 10.1016/j.patcog.2005.09.009
  • Mian A, Bennamoun M, Owens R. An efficient multimodal 2D-3D hybrid approach to automatic face recognition. IEEE Trans Pattern Anal Mach Intell. 2007;29(11):1927–1943. doi: 10.1109/TPAMI.2007.1105
  • Niese R, Al-Hamadi A, Michaelis B. A novel method for 3D face detection and normalization. J Multimed. 2007;2(5):1–12. doi: 10.4304/jmm.2.5.1-12
  • Payet N, Todorovic S. From contours to 3D object detection and pose estimation. Int Conf Comput Vis. 2011: 983–990.
  • Su H, Sun M, Fei-Fei L, et al. Learning a dense multi-view representation for detection, viewpoint classification and synthesis of object categories. Int Conf Comput Vis. 2009: 213–220.
  • Kheirkhah E, Tabatabaie Z. A hybrid face detection approach in color images with Complex background. Indian J Sci Technol. 2015;8(1):49–60. doi: 10.17485/ijst/2015/v8i1/51337
  • Lin HJ, Wang SY, Yen SH. Face detection based on skin color segmentation and neural network. IEEE. 2015;2:1144–1149.
  • Wang J, Yang H. Face detection based on template matching and 2DPCA algorithm. Congr Image Signal Process. 2008;4:575–579. doi: 10.1109/CISP.2008.270
  • Huang H, Mu Z, Zeng H, et al. 3D facial point cloud preprocessing based on skin color detection using SVM. 10th International Conference on Natural Computation (ICNC). 2014:524–528. doi: 10.1109/ICNC.2014.6975890
  • Helen dataset. http://www.ifp.illinois.edu/~vuongle2/helen/
  • Rajput A, Aharwal RP, Dubey M, et al. J48 and JRIP rules for E-governance data. Int J Comput Sci Secur. 2011;5(2):201.
  • Smith T, Frank E. Statistical genomics: methods and protocols, chapter introducing machine learning concepts with WEKA. New York (NY): Springer; 2016, 353–378.
  • Hjelmas E, Low B. Face detection: a survey. Comput Vis Image Underst. 2001;83(3):236–274. doi: 10.1006/cviu.2001.0921
  • Fergus R. The Caltech face database. Caltech. Feb 2004. http://www.vision.caltech.edu/html-files/archive.html
  • Berg T, Berg A, Edwards J, et al. Forsyth Neural Information Processing Systems (NIPS), 2004. http://tamaraberg.com/faceDataset/
  • Yang MH, Ahuja N. Gaussian mixture model for human skin colour and its applications in image and video databases. SPIE/EI&T Storage and Retrieval for Image and Video Databases. 1999;3656:458–466.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.