Object tracking based on morphological elastic graph matching

被引：0
|
作者：
Stamou, GN [1 ]
Nikolaidis, N [1 ]
Pitas, I [1 ]
机构：
[1] Aristotle Univ Thessaloniki, Dept Informat, Thessaloniki, Greece
来源：
2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5 | 2005年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a novel method for real-time tracking of objects in video sequences. Tracking is performed using the so-called Morphological Elastic Graph Matching algorithm. When applied to faces, initialization of the tracking algorithm is performed by means of a novel face detection and facial feature extraction step. The obtained results show good performance in scenes with complex background. Comparison with an existing feature-based tracking method using measures based on ground truth data proves the superiority of the proposed method.
引用
下载
收藏
页码：177 / 180
页数：4
相关论文
共 50 条
  • [41] Multi-feature graph-based object tracking
    Taj, Murtaza
    Maggio, Emilio
    Cavallaro, Andrea
    MULTIMODAL TECHNOLOGIES FOR PERCEPTION OF HUMANS, 2007, 4122 : 190 - 199
  • [42] Elastic face recognizer: Invariant face recognition based on elastic graph matching model
    Lee, RST
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2002, 16 (04) : 463 - 479
  • [43] A distance for elastic matching in object recognition
    Younes, L
    COMPTES RENDUS DE L ACADEMIE DES SCIENCES SERIE I-MATHEMATIQUE, 1996, 322 (02): : 197 - 202
  • [44] A distance for elastic matching in object recognition
    Younes, L.
    1996, (322):
  • [45] Deformable Surface Tracking by Graph Matching
    Wang, Tao
    Ling, Haibin
    Lang, Congyan
    Feng, Songhe
    Hou, Xiaohui
    2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019), 2019, : 901 - 910
  • [46] Multiple object tracking with adaptive multi-features fusion and improved learnable graph matching
    Bao, Yongtang
    Yu, Yongbo
    Qi, Yue
    Wang, Zhihui
    VISUAL COMPUTER, 2024, 40 (04): : 2279 - 2292
  • [47] Inexact graph matching based on kernels for object retrieval in image databases
    Lebrun, Justine
    Gosselin, Philippe-Henri
    Philipp-Foliguet, Sylvie
    IMAGE AND VISION COMPUTING, 2011, 29 (11) : 716 - 729
  • [48] Graph-Based Deformable 3D Object Matching
    Drost, Bertram
    Ilic, Slobodan
    PATTERN RECOGNITION, GCPR 2015, 2015, 9358 : 222 - 233
  • [49] Multiple object tracking with adaptive multi-features fusion and improved learnable graph matching
    Yongtang Bao
    Yongbo Yu
    Yue Qi
    Zhihui Wang
    The Visual Computer, 2024, 40 : 2279 - 2292
  • [50] Morphological Elastic Graph Matching applied to frontal face authentication under optimal and real conditions
    Kotropoulos, C
    Tefas, A
    Pitas, I
    IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS, PROCEEDINGS VOL 2, 1999, : 934 - 938
12345