Region-based image annotation using heuristic support vector machine in Multiple-Instance Learning

被引:0
|
作者
Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China [1 ]
不详 [2 ]
不详 [3 ]
机构
来源
Jisuanji Yanjiu yu Fazhan | 2009年 / 5卷 / 864-871期
关键词
Multimedia systems - Image analysis - Integer programming - Image annotation - Content based retrieval - Vectors - Image segmentation - Iterative methods;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [11] A Speed-Up Scheme Based on Multiple-Instance Pruning for Pedestrian Detection Using a Support Vector Machine
    Yu, Jaehoon
    Miyamoto, Ryusuke
    Onoye, Takao
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2013, 22 (12) : 4752 - 4761
  • [12] A sparse support vector machine approach to region-based image categorization
    Bi, JB
    Chen, YX
    Wang, JZ
    2005 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2005, : 1121 - 1128
  • [13] A theoretical and empirical analysis of support vector machine methods for multiple-instance classification
    Gary Doran
    Soumya Ray
    Machine Learning, 2014, 97 : 79 - 102
  • [14] A theoretical and empirical analysis of support vector machine methods for multiple-instance classification
    Doran, Gary
    Ray, Soumya
    MACHINE LEARNING, 2014, 97 (1-2) : 79 - 102
  • [15] A novel image annotation method using region-based multi-instance semi-supervised learning
    Chen, Tao
    Deng, Huifang
    Lan, Yuandong
    Journal of Computational Information Systems, 2013, 9 (09): : 3667 - 3674
  • [16] Multiple-instance learning-based sonar image classification
    Cobb, J. Tory
    Du, Xiaoxiao
    Zare, Alina
    Emigh, Matthew
    DETECTION AND SENSING OF MINES, EXPLOSIVE OBJECTS, AND OBSCURED TARGETS XXII, 2017, 10182
  • [17] Breast Ultrasound Image Classification Based on Multiple-Instance Learning
    Jianrui Ding
    H. D. Cheng
    Jianhua Huang
    Jiafeng Liu
    Yingtao Zhang
    Journal of Digital Imaging, 2012, 25 : 620 - 627
  • [18] GRAPH-BASED MULTIPLE-INSTANCE LEARNING WITH INSTANCE WEIGHTING FOR IMAGE RETRIEVAL
    Li, Fei
    Liu, Rujie
    2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011,
  • [19] Breast Ultrasound Image Classification Based on Multiple-Instance Learning
    Ding, Jianrui
    Cheng, H. D.
    Huang, Jianhua
    Liu, Jiafeng
    Zhang, Yingtao
    JOURNAL OF DIGITAL IMAGING, 2012, 25 (05) : 620 - 627
  • [20] Image classification and indexing by EM based multiple-instance learning
    Pao, H. T.
    Xu, Y. Y.
    Chuang, S. C.
    Fu, H. C.
    ADVANCES IN VISUAL INFORMATION SYSTEMS, 2007, 4781 : 146 - +