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    • 2. 发明申请
    • METHOD FOR COMPARING GROUPS OF IMAGES
    • 比较图像组的方法
    • WO2008049851A2
    • 2008-05-02
    • PCT/EP2007/061385
    • 2007-10-24
    • THOMSON LICENSINGLEFEBVRE, FrédéricMASSOUDI, Ayoub
    • LEFEBVRE, FrédéricMASSOUDI, Ayoub
    • G06K9/00751G06F17/30799G06K9/6857
    • The invention relates to a method for comparing a group of images, called candidate group, with reference groups of images, said reference groups being stored in a database with their representing key frames to which are associated local features and global features. The method comprises the following steps: - detecting an image within said candidate group, called key frame; - computing a global feature of said key frame; - comparing said computed global feature with the global feature of each key frame of the reference group; - if the differences between said computed global feature and each stored global feature are above a predefined threshold then: computing a local feature of said key frame; comparing said computed local feature with the local feature of each key frame of the reference group.
    • 本发明涉及一种用于将称为候选组的图像组与参考图像组进行比较的方法,所述参考组被存储在数据库中,并且它们表示与关联局部特征的关键帧 和全球特征。 该方法包括以下步骤: - 检测所述候选组内的图像,称为关键帧; - 计算所述关键帧的全局特征; - 将所述计算的全局特征与参考组的每个关键帧的全局特征进行比较; - 如果所述计算的全局特征与每个存储的全局特征之间的差异高于预定阈值,则:计算所述关键帧的局部特征; 比较所述计算出的局部特征与参考组的每个关键帧的局部特征。
    • 6. 发明申请
    • METHOD AND APPARATUS FOR DETECTING VISUAL WORDS WHICH ARE REPRESENTATIVE OF A SPECIFIC IMAGE CATEGORY
    • 检测特定图像类别视觉语言的方法和装置
    • WO2012156774A1
    • 2012-11-22
    • PCT/IB2011/001459
    • 2011-05-18
    • LTU TECHNOLOGIESDOLLE, SimonMASSOUDI, AyoubALLUSSE, YannickJAHARD, FrédéricWINTER, Alexandre
    • DOLLE, SimonMASSOUDI, AyoubALLUSSE, YannickJAHARD, FrédéricWINTER, Alexandre
    • G06K9/46G06K9/62
    • G06K9/623G06K9/4676
    • The present invention concerns a method for detecting visual words which are representative of a specifier image category from a reference codebook obtained from visual local descriptors extracted from training images, said method comprising the folio wing steps: - forming (1) a general training set (S) which gathers images belonging to multiple image categories, - forming (2) a specific category training set (D) which gathers images belonging to the specifier image category to detect, - obtaining (3) a reference codebook from visual local descriptors extracted from images of said general training sets (S), - Computing (4) a distribution of visual words of the reference codebook over the specifier category training set and a distribution of visual words of the reference codebook over the general training set (S), and - determining (5) which visual words of the reference codebook are representative of the specific image category by comparing the two distributions of visual words. The present invention concerns also an apparatus, a computer program and an information storage means.
    • 本发明涉及一种用于检测视觉词的方法,该视觉词表示从从训练图像中提取的视觉局部描述符获得的参考码本中的说明符图像类别,所述方法包括对开翼形步骤: - 形成(1)一般训练集( S),其收集属于多个图像类别的图像, - 形成(2)特征类别训练集合(D),其收集属于所述指定者图像类别的图像,以检测, - 从可视局部描述符获取(3)参考码本 所述一般训练集(S)的图像, - 计算(4)参考码本的视觉词在指定者类别训练集上的分布以及参考码本在一般训练集(S)上的视觉词的分布,以及 - 通过比较视觉词的两个分布,确定(5)参考码本的哪个视觉词代表特定图像类别。 本发明还涉及一种装置,计算机程序和信息存储装置。