GAIT RECOGNITION BASED ON 3D HOLOSCOPIC GAIT ENERGY IMAGE

被引:0
作者
Ozen, Hakan [1 ,2 ]
Boulgouris, Nikolaos V. [1 ]
Swash, Rafiq [1 ]
机构
[1] Brunel Univ London, London, England
[2] Middle East Tech Univ, Ankara, Turkey
来源
2017 INTERNATIONAL CONFERENCE ON 3D IMMERSION (IC3D) | 2017年
关键词
Gait; recognition; holoscopic; imaging; 3D; silhouette;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We present a novel system for gait recognition based on holoscopic rather than conventional imaging. The system is based on a novel gait template, the Holoscopic Gait Energy Image (HGEI), that is constructed from holoscopic rather than conventional images. Due the holoscopic recording approach, the proposed template captures richer information and the resultant system has increased capabilities. The proposed system is compared to the conventional approach for gait recognition using a newly recorded database and is experimentally shown to yield favourable results.
引用
收藏
页数:4
相关论文
共 10 条
[1]   Immersive 3D Holoscopic Video System [J].
Aggoun, Amar ;
Tsekleves, Emmanuel ;
Swash, Mohammad Rafiq ;
Zarpalas, Dimitrios ;
Dimou, Anastasios ;
Daras, Petros ;
Nunes, Paulo ;
Soares, Luis Ducla .
IEEE MULTIMEDIA, 2013, 20 (01) :28-37
[2]  
[Anonymous], 2001, Pattern Classification
[3]  
[Anonymous], 2015, Digital video processing
[4]   Gait recognition without subject cooperation [J].
Bashir, Khalid ;
Xiang, Tao ;
Gong, Shaogang .
PATTERN RECOGNITION LETTERS, 2010, 31 (13) :2052-2060
[5]   Gait recognition: A challenging signal processing technology for biometric identification [J].
Boulgouris, NV ;
Hatzinakos, D ;
Plataniotis, KN .
IEEE SIGNAL PROCESSING MAGAZINE, 2005, 22 (06) :78-90
[6]  
Boulgouris NV, 2004, 2004 IEEE 6TH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, P263
[7]   Individual recognition using Gait Energy Image [J].
Han, J ;
Bhanu, B .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2006, 28 (02) :316-322
[8]   Gait Recognition With Shifted Energy Image and Structural Feature Extraction [J].
Huang, Xiaxi ;
Boulgouris, Nikolaos V. .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 21 (04) :2256-2268
[9]   Gait recognition using compact feature extraction transforms and depth information [J].
Ioannidis, Dimosthenis ;
Tzovaras, Dimitrios ;
Damousis, Ioannis G. ;
Argyropoulos, Savvas ;
Moustakas, Konstantinos .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2007, 2 (03) :623-630
[10]   A Comprehensive Study on Cross-View Gait Based Human Identification with Deep CNNs [J].
Wu, Zifeng ;
Huang, Yongzhen ;
Wang, Liang ;
Wang, Xiaogang ;
Tan, Tieniu .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 39 (02) :209-226