Boosting-based transductive learning for text detection

被引:7
|
作者
Bargeron, D [1 ]
Viola, P [1 ]
Simard, P [1 ]
机构
[1] Microsoft Res, Redmond, WA 98052 USA
关键词
D O I
10.1109/ICDAR.2005.59
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a promising new framework for improving boosting performance with transductive inference when training an automatic text detector. The resulting detector is fast and efficient, and it exhibits high accuracy on a large test set.
引用
收藏
页码:1166 / 1171
页数:6
相关论文
共 50 条
  • [1] Research of boosting-based on text classification precision
    Zhou Yi
    Lei Guohua
    Li Xianghong
    Liu Lei
    [J]. ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, PROCEEDINGS, 2007, : 196 - 199
  • [2] BoosTexter: A boosting-based system for text categorization
    Schapire, RE
    Singer, Y
    [J]. MACHINE LEARNING, 2000, 39 (2-3) : 135 - 168
  • [3] BoosTexter: A Boosting-based System for Text Categorization
    Robert E. Schapire
    Yoram Singer
    [J]. Machine Learning, 2000, 39 : 135 - 168
  • [4] An efficient intrusion detection system using a boosting-based learning algorithm
    Yu, Zhenwei
    Tsai, Jeffrey J. P.
    [J]. INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2006, 27 (04) : 223 - 231
  • [5] An active boosting-based learning framework for real-time hand detection
    Nguyen, Thuy Thi
    Binh, Nguyen Dang
    Bischof, Horst
    [J]. 2008 8TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2008), VOLS 1 AND 2, 2008, : 863 - 868
  • [6] Boosting-based learning agents for experience classification
    Chen, Po-Chun
    Fan, Xiaocong
    Zhu, Shizhuo
    Yen, John
    [J]. 2006 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON INTELLIGENT AGENT TECHNOLOGY, PROCEEDINGS, 2006, : 385 - +
  • [7] A novel boosting-based anomaly detection scheme
    Tong, HH
    Li, CR
    He, JR
    Tran, QA
    Duan, HX
    Li, X
    [J]. PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 3199 - 3203
  • [8] Gradient Boosting-Based Negative Correlation Learning
    Wan, Lunjun
    Tang, Ke
    Wang, Rui
    [J]. INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2013, 2013, 8206 : 358 - 365
  • [9] Detection of Fraudulent Entities in Ethereum Cryptocurrency: A Boosting-based Machine Learning Approach
    Rathore, M. Mazhar
    Chaurasia, Sushil
    Shukla, Dhirendra
    Anand, P.
    [J]. IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 6444 - 6449
  • [10] ARABIC TEXT DETECTION IN VIDEOS USING NEURAL AND BOOSTING-BASED APPROACHES: APPLICATION TO VIDEO INDEXING
    Yousfi, Sonia
    Berrani, Sid-Ahmed
    Garcia, Christophe
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2014, : 3028 - 3032