FACE RECOGNITION USING A PICTORIAL-EDIT DISTANCE

被引：3
|
作者：
Hulbert, William
Podilchuk, Christine
Mammone, Richard
机构：
来源：
2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5 | 2008年
关键词：
face recognition; edit distance; similarity score;
D O I：
10.1109/ICIP.2008.4712153
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A new face recognition algorithm is introduced that is based on finding an optimal mapping between two images and measuring the properties of the mapping to determine the similarity between the two images. This new method is shown to be extremely robust to variations in pose, camera position and lighting for the problem of face recognition especially in an uncontrolled environment such as video surveillance. The technique does not depend on locating or training on facial features and can be applied in general to any object recognition problem. We present recognition results on current databases available to the research community and will demonstrate a real-time version of the software for access control and surveillance applications at the conference.
引用
收藏
页码：1908 / 1911
页数：4
相关论文
共 50 条
  • [1] Action recognition using motion primitives and probabilistic edit distance
    Fihl, P.
    Holte, M. B.
    Moeslund, T. B.
    Reng, L.
    ARTICULATED MOTION AND DEFORMABLE OBJECTS, PROCEEDINGS, 2006, 4069 : 375 - 384
  • [2] Human action recognition using an improved string edit distance
    Foggia, Pasquale
    Gauzere, Benoit
    Saggese, Alessia
    Vento, Mario
    2015 12TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS), 2015,
  • [3] Intelligent Dynamic Gesture Recognition Using CNN Empowered by Edit Distance
    Saqib, Shazia
    Ditta, Allah
    Khan, Muhammad Adnan
    Kazmi, Syed Asad Raza
    Alquhayz, Hani
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 66 (02): : 2061 - 2076
  • [4] Shape-Based Human Activity Recognition Using Edit Distance
    Zhao, Haiyong
    Liu, Zhijing
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 2458 - 2461
  • [5] Face Recognition using Weighted Distance Transform
    Ashraf, Muhammad
    Sajid, Zubair
    Sarim, Muhammad
    Shaikh, Abdul Basit
    2013 10TH INTERNATIONAL BHURBAN CONFERENCE ON APPLIED SCIENCES AND TECHNOLOGY (IBCAST), 2013, : 132 - 135
  • [6] Face Recognition using Segmental Euclidean Distance
    Sayeed, Farrukh
    Hanmandlu, M.
    Ansari, A. Q.
    DEFENCE SCIENCE JOURNAL, 2011, 61 (05) : 431 - 442
  • [7] Face recognition using a new distance metric
    Partridge, M
    Jabri, M
    NEURAL NETWORKS FOR SIGNAL PROCESSING X, VOLS 1 AND 2, PROCEEDINGS, 2000, : 584 - 593
  • [8] Infrared face recognition using distance transforms
    Akhloufi, Moulay A.
    Bendada, Abdelhakim
    World Academy of Science, Engineering and Technology, 2009, 40 : 160 - 163
  • [9] Face recognition using a new distance metric
    Partridge, Matthew
    Jabri, Marwan
    Neural Networks for Signal Processing - Proceedings of the IEEE Workshop, 2000, 2 : 584 - 593
  • [10] Handwritten Devnagari character recognition using connected segments and minimum edit distance
    Deshpande, P. S.
    Malik, Latesh
    Arora, Sandhya
    TENCON 2007 - 2007 IEEE REGION 10 CONFERENCE, VOLS 1-3, 2007, : 12 - +
12345