Effect of histogram equalization in face detection using spatial histogram features

被引：0
|
作者：
Parvin H. [1 ]
Alizadeh H. [2 ]
机构：
[1] Islamic Azad University Nourabad Mamasani Branch, Nourabad Mamasani
[2] Islamic Azad University Mahdishahr Branch, Mahdishahr
来源：
Journal of Convergence Information Technology | 2011年 / 6卷 / 09期
关键词：
Classifier ensemble; Histogram based features; Histogram equalization; Object detection;
D O I：
10.4156/jcit.vol6.issue9.34
中图分类号：
学科分类号：
摘要：
Many information of an object can simultaneously be conserved by histogram based features. Because of the different intensities of pixels and different lighting conditions in an image, histograms which are employed for extracting features are better to be first equalized. In this paper, the effect of equalization over the histograms used for feature extraction is studied. Experimental results over some face data sets show the efficiency of the proposed method in object detection problem.
引用
收藏
页码：296 / 301
页数：5
相关论文
共 50 条
  • [41] Face recognition algorithm using extended vector quantization histogram features
    Yan, Yan
    Lee, Feifei
    Wu, Xueqian
    Chen, Qiu
    [J]. PLOS ONE, 2018, 13 (01):
  • [42] Face Recognition Using Markov Stationary Features and Vector Quantization Histogram
    Chen, Qiu
    Kotani, Koji
    Lee, Feifei
    Ohmi, Tadahiro
    [J]. 2014 IEEE 17TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (CSE), 2014, : 1934 - 1938
  • [43] Learning informative features for spatial histogram-based object detection
    Zhang, HM
    Gao, W
    Chen, XL
    Zhao, DB
    [J]. PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLS 1-5, 2005, : 1806 - 1811
  • [44] HISTOGRAM EQUALIZATION UTILIZING SPATIAL CORRELATION FOR IMAGE-ENHANCEMENT
    KAMEL, M
    GUAN, L
    [J]. VISUAL COMMUNICATIONS AND IMAGE PROCESSING IV, PTS 1-3, 1989, 1199 : 712 - 721
  • [45] Preliminary Studies for Detection of Penicillium Species Using Adaptive Histogram Equalization Technique
    Zabani, Farah Nabilah
    Jaafar, Haryati
    Radzuan, Nur Rodiatul Raudah Mohamed
    Nasir, Aimi Salihah Abdul
    [J]. 2019 IEEE 9TH INTERNATIONAL CONFERENCE ON SYSTEM ENGINEERING AND TECHNOLOGY (ICSET), 2019, : 236 - 240
  • [46] HISTOGRAM EQUALIZATION OF CT IMAGES
    LEHR, JL
    CAPEK, P
    [J]. RADIOLOGY, 1985, 154 (01) : 163 - 169
  • [47] Multidimensional histogram equalization and modification
    McCollum, A. J.
    Clocksin, W. F.
    [J]. 14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS, 2007, : 659 - +
  • [48] Experimental and Numerical Research of Paved Microcrack Using Histogram Equalization for Detection and Segmentation
    Ullah, Asad
    Sun, Zhaoyun
    Elahi, Hassan
    Afzal, Farkhanda
    Khatoon, Amna
    Sayed, Nasir
    Ahmad, Ishfaq
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [49] Histogram equalization and specification in interferometry
    Rosu, M.
    Ionita, B.
    Apostol, D.
    Garoi, F.
    Logofatu, P. C.
    [J]. OPTOELECTRONICS AND ADVANCED MATERIALS-RAPID COMMUNICATIONS, 2009, 3 (04): : 376 - 378
  • [50] Adaptive histogram equalization in GIS
    Haller, Elisabeta Antonia
    [J]. ANNALS OF THE UNIVERSITY OF CRAIOVA-MATHEMATICS AND COMPUTER SCIENCE SERIES, 2011, 38 (01): : 100 - 104
12345