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[期刊论文] 作者:田东平,,
来源:High Technology Letters 年份:2017
Automatic image annotation has been an active topic of research in computer vision and pattern recognition for decades.A two stage automatic image annotation method based on Gaussian mixture model(GMM...
Semi-supervised learning based probabilistic latent semantic analysis for automatic image annotation
[期刊论文] 作者:田东平,,
来源:High Technology Letters 年份:2017
In recent years,multimedia annotation problem has been attracting significant research attention in multimedia and computer vision areas,especially for automatic image annotation,whose purpose is to p...
[期刊论文] 作者:田东平,,
来源:小型微型计算机系统 年份:2017
为了有效克服语义鸿沟问题,提出一种融合概率潜语义分析(PLSA)和随机游走(random walk,RW)模型的图像语义标注方法.从已标注图像的文本信息出发构建一个非对等模态的PLSA模型,以此计算未知图像的初始语义标注;,基于初始标注的语义信息和与之关联的图像的视觉信......
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