Efficient Head Tracking Using an Integral Histogram Constructing Based on Sparse Matrix Technology

被引：0
|
作者：
Qiu, Jia-Tao [1 ]
Li, Yu-Shan [1 ]
Chu, Xiu-Qin [1 ]
机构：
[1] Xidian Univ, 2 South Taibai Rd, Xian 710071, Peoples R China
来源：
COMPUTER VISION - ACCV 2010 WORKSHOPS, PT I | 2011年 / 6468卷
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：
In this paper, a sparse matrix technology-based integral histogram constructing is applied to a particle filter for efficient head tracking, which can significantly enhance the performance of the particle filter of large number of particles in terms of speed. Also, by exploiting the integral histogram constructing, a novel orientation histogram matchingbased proposal is proposed for head tracking based on a circular shift orientation histogram matching, which is robust to in-plane rotation. The proposed head tracking is validated on S.Birchfields image sequences.
引用
收藏
页码：256 / 265
页数：10
相关论文
共 50 条
  • [41] Vision-based drone flight control and crowd or riot analysis with efficient color histogram based tracking
    Mueller, Thomas
    Mueller, Markus
    AIRBORNE INTELLIGENCE, SURVEILLANCE, RECONNAISSANCE (ISR) SYSTEMS AND APPLICATIONS VIII, 2011, 8020
  • [42] Efficient Characteristic Mode Analysis Based on Data-Sparse Matrix Algorithm
    Wan, T.
    Wang, W.J.
    Bao, Y.
    Chen, Y.F.
    IEEE Transactions on Antennas and Propagation, 2024, 72 (09) : 7419 - 7424
  • [43] An efficient algorithm for sparse inverse covariance matrix estimation based on dual formulation
    Li, Peili
    Xiao, Yunhai
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 128 : 292 - 307
  • [44] Efficient CSR-Based Sparse Matrix-Vector Multiplication on GPU
    Gao, Jiaquan
    Qi, Panpan
    He, Guixia
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2016, 2016
  • [45] On the efficient realization of sparse matrix techniques for integral equations with focus on panel clustering, cubature and software design aspects
    Hackbusch, W
    Lage, C
    Sauter, SA
    BOUNDARY ELEMENT TOPICS, 1997, : 51 - 75
  • [46] 2D matrix based indexing with color spectral histogram for efficient image retrieval
    Ramasamy, Maruthamuthu
    Athisayam, John Sanjeev Kumar
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2016, 27 (05) : 1122 - 1134
  • [47] 2D matrix based indexing with color spectral histogram for efficient image retrieval
    Maruthamuthu Ramasamy
    John Sanjeev Kumar Athisayam
    Journal of Systems Engineering and Electronics, 2016, 27 (05) : 1122 - 1134
  • [48] An efficient sparse stiffness matrix vector multiplication using compressed sparse row storage format on AMD GPU
    Xing, Longyue
    Wang, Zhaoshun
    Ding, Zhezhao
    Chu, Genshen
    Dong, Lingyu
    Xiao, Nan
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 34 (23):
  • [49] SAGE: A Storage-Based Approach for Scalable and Efficient Sparse Generalized Matrix-Matrix Multiplication
    Jang, Myung-Hwan
    Ko, Yunyong
    Gwon, Hyuck-Moo
    Jo, Ikhyeon
    Park, Yongjun
    Kim, Sang-Wook
    PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2023, 2023, : 923 - 933
  • [50] A Source Counting Method Using Acoustic Vector Sensor Based on Sparse Modeling of DOA Histogram
    Chen, Yang
    Wang, Wenwu
    Wang, Zhe
    Xia, Bingyin
    IEEE SIGNAL PROCESSING LETTERS, 2019, 26 (01) : 69 - 73
12345