FaceHash: Face Detection and Robust Hashing

被引:1
|
作者
Steinebach, Martin [1 ]
Liu, Huajian [1 ]
Yannikos, York [1 ]
机构
[1] Fraunhofer SIT, Rheinstr 75, D-642955 Darmstadt, Germany
来源
DIGITAL FORENSICS AND CYBER CRIME, (ICDF2C 2013) | 2014年 / 132卷
关键词
Robust image hash; Face detection; Blob detection;
D O I
10.1007/978-3-319-14289-0_8
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we introduce a concept to counter the current weakness of robust hashing with respect to cropping. We combine face detectors and robust hashing. By doing so, the detected faces become a subarea of the overall image which always can be found as long as cropping of the image does not remove the faces. As the face detection is prone to a drift effect altering size and position of the detected face, further mechanisms are needed for robust hashing. We show how face segmentation utilizing blob algorithms can be used to implement a face-based cropping robust hash algorithm.
引用
收藏
页码:102 / 115
页数:14
相关论文
共 50 条
  • [41] Fast and Robust Face Detection on a Parallel Optimized Architecture Implemented on FPGA
    Farrugia, Nicolas
    Mamalet, Franck
    Roux, Sebastein
    Yang, Fan
    Paindavoine, Michel
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2009, 19 (04) : 597 - 602
  • [42] Robust embedded vision system for face detection and identification in smart surveillance
    Selvakumar, K.
    Jerome, Jovitha
    Shankar, Nishanth
    Sarathkumar, T.
    INTERNATIONAL JOURNAL OF SIGNAL AND IMAGING SYSTEMS ENGINEERING, 2015, 8 (06) : 356 - 366
  • [43] Robust Component-based Face Detection Using Color Feature
    Atharifard, Ali
    Ghofrani, Sedigheh
    WORLD CONGRESS ON ENGINEERING, WCE 2011, VOL II, 2011, : 938 - 943
  • [44] Robust face detection using a modified radial basis function network
    Huang, LL
    Shimizu, A
    Hagihara, Y
    Kobatake, H
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2002, E85D (10): : 1654 - 1662
  • [45] FeatherFace: Robust and Lightweight Face Detection via Optimal Feature Integration
    Kim, Dohun
    Jung, Jinmyung
    Kim, Jinhyun
    ELECTRONICS, 2025, 14 (03):
  • [46] Robust face detection using local gradient patterns and evidence accumulation
    Jun, Bongjin
    Kim, Daijin
    PATTERN RECOGNITION, 2012, 45 (09) : 3304 - 3316
  • [47] Context-based robust face detection algorithm for surveillance cameras
    Miwa, Shotaro
    Kage, Hiroshi
    Sumi, Kazuhiko
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2012, 7 (06) : 607 - 612
  • [48] A Robust Algorithm for Eye Detection on Gray Intensity Face without Spectacles
    Peng, Kun
    Chen, Liming
    Ruan, Su
    Kukharev, Georgy
    JOURNAL OF COMPUTER SCIENCE & TECHNOLOGY, 2005, 5 (03): : 127 - 132
  • [49] Robust face detection using discriminating feature analysis and Bayes classifier
    Liu, CJ
    BIOMETRIC TECHNOLOGY FOR HUMAN IDENTIFICATION II, 2005, 5779 : 164 - 172
  • [50] Robust Face Detection Using One-Class Estimation and Real AdaBoost
    Miwa, Shotaro
    Hirai, Takashi
    Sumi, Kazuhiko
    ELECTRONICS AND COMMUNICATIONS IN JAPAN, 2014, 97 (07) : 39 - 47