Bag of Words Model in Computer Vision

Bag Of Words Model In Computer Vision

In computer vision, the bag-of-words model (BoW model) can be applied to image classification, by treating image features as words. In document classification, a bag of words is a sparse vector of occurrence counts of words; that is, a sparse histogram over the vocabulary. In computer vision, a bag of visual words is a sparse vector of occurrence counts of a vocabulary of local image features.

Read more about Bag Of Words Model In Computer Vision:  Learning and Recognition Based On The BoW Model, Limitations and Recent Developments

Famous quotes containing the words bag of, bag, words, model, computer and/or vision:

    Have you seen but a bright lily grow
    Before rude hands have touch’d it?
    Have you mark’d but the fall of the snow
    Before the soil hath smutch’d it?
    Have you felt the wool of the beaver,
    Or swan’s down ever?
    Or have smelt of the bud of the brier,
    Or the nard in the fire?
    Or have tasted the bag of the bee?
    O so white, O so soft, O so sweet is she!
    Ben Jonson (1572–1637)

    What is this beast, she thought,
    with muscles on his arms
    like a bag of snakes?
    What is this moss on his legs?
    What prickly plant grows on his cheeks?
    What is this voice as deep as a dog?
    Anne Sexton (1928–1974)

    The words of his mouth were smoother than butter, but war was in his heart: his words were softer than oil, yet were they drawn swords.
    Cast thy burden upon the Lord, and he shall sustain thee: he shall never suffer the righteous to be moved.
    Bible: Hebrew Psalm LV (l. LV, 21–22)

    When you model yourself on people, you should try to resemble their good sides.
    Molière [Jean Baptiste Poquelin] (1622–1673)

    The analogy between the mind and a computer fails for many reasons. The brain is constructed by principles that assure diversity and degeneracy. Unlike a computer, it has no replicative memory. It is historical and value driven. It forms categories by internal criteria and by constraints acting at many scales, not by means of a syntactically constructed program. The world with which the brain interacts is not unequivocally made up of classical categories.
    Gerald M. Edelman (b. 1928)

    Through a series of gradual power losses, the modern parent is in danger of losing sight of her own child, as well as her own vision and style. It’s a very big price to pay emotionally. Too bad it’s often accompanied by an equally huge price financially.
    Sonia Taitz (20th century)