high-level vision Flashcards
recognition
experience of having perceived an object; don’t have to know what it is or how to use it
identification
ability to name object/know something about it
is object perception a hierarchy?
no
examples of how high level affects lower levels
meaning affects figure-ground (mid) and edge extraction (low)
two theories of object recognition
-pandemonium model of letter recognition
-structural description (recognition by components)
pandemonium model of letter recognition
-feature demons shout when their feature is detected
-cognitive demons shout when their combo of features is detected
-the demon that shouts the loudest wins
advantages of the pandemonium model of letter recognition
-accounts for mistakes in letter perception
-machine design that read account # on cheques
-multiple levels of processing & parallel processing
disadvantages of the pandemonium model of letter recognition
-only one aspect of object recognition
-too many templates
structural description
conceptual representation based on an object’s parts and the relationships between the parts; if can perceive the geons, then can recognize the object
what does structural description theory falsely claim about viewpoint and what evidence?
that viewpoint does not matter when in fact it does; greebles
advantages of structural description
-novel objects can be described as sets of geons and assigned a category
-robot design to pick up cans
disadvantages of structural description
-hard to describe all objects in terms of geons
-hard to discriminate objects in same class
-does actually depend on viewpoint