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一种方向梯度直方图的降维方法 |
傅红普1,2, 邹北骥1 |
1. 中南大学 信息科学与工程学院"移动医疗"教育部-中国移动联合实验室, 湖南 长沙 410083; 2. 湖南第一师范学院 信息科学与工程学院, 湖南 长沙 410205 |
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A dimension reduction method of the histogram of oriented gradients |
FU Hongpu1,2, ZOU Beiji1 |
1. Ministry of Education-China Mobile Joint Laboratory for Mobile Health, School of Information Science and Engineering, Central South University, Changsha 410083, China; 2. Department of Information Science and Engineering, Hunan First Normal University, Changsha 410205, China |
[1] DALAL N, TRIGGS B. Histograms of oriented gradients for Human detection[C]//The IEEE Conference on Computer and Pattern Recognition.Washington D C:IEEE Computer Society,2005:886-893. [2] DOERSCH C, EFROS A. Improving the HOG descriptor[J/OL] [2016-04-09]. http://www.cs.cmu.edu/~cdoersch/projects/hogimprove/hogimprove.pdf. [3] QUATTONI A, CARRERAS X,TORRALBA A. A latent variable ranking model for content-based retrieval[C]//34th European Conference on Information Retrieval.Berlin:Springer,2012. [4] AVIDAN S, SHAMIR A. Seam carving for content-aware image resizing[C]//Proceeding of ACM SIGGRAPH. New York:ACM Transactions on Graphics,2007. [5] BOSH A, ZISSERMAN A, MUNOZ X. Image classification using random forests and ferns[C]//IEEE International Conference on Computer Vision. Rio de Janeiro:IEEE Computer Society,2007:1-8. [6] NAM W, DOLL'AR P, HAN J H. Local decorrelation for improved pedestrian detection[C]//NIPS2014 Montreal:Advances in Neural Information Processing Systems,2014:424-432. [7] YANG B, YAN J, LEI Z, et al. Convolutional channel features[C]//ICCV2015. Santiago:Computer Science,2015:82-90. [8] CAI Z, SABERIAN M, VASCONCELOS N. Learning complexity-Aware cascades for deep pedestrian detection[C]//ICCV2015. Santiago:Computer Science,2015:3361-3369. [9] DANG L, BUI B, VO P D, et al. Improved HOG Descriptors[C]//In the Third International Conference on Knowledge and Systems Engineering. Washington DC:IEEE Computer Society,2011:186-189. [10] DOLLAR P, TU Z, PERONA P, et al. Integral channel features[C]//BMVC. Belongie:BMVC 2009 London England,2009:1-11. [11] FELZENSZWALB P F, GIRSHICK R B, MCALLESTER D, et al. Object detection with discriminatively trained part-based models[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence,2010,32(9):1627-1645. [12] FRYER J, MCINTOSH K. Enhancement of image resolution in digital photogrammetry[J].Photogrammetric Engineering & Remote Sensing, 2001, 67(6):741-749. [13] VIOLA P, JONES M J. Robust real-time face detection[J]. International Journal of Computer Vision, 2004, 57(20):137-154. [14] CHANG C, LIN C. LIBSVM:A library for support vector machines[J]. ACM Transactions on Intelligent Systems and Technology, 2011, 2(3):1-27. Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm |
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