These are obviously a systems focus, but also concern for context, acknowledgement of interactions and complexity, a holistic approach, recognition of emergence and embedding of the professional effort involved within organization system.
The paper presents novel modifications to radial basis functions (RBFs) and a neural network based classifier for holistic recognition of the six universal facial expressions from static images.
Over the nodes of this hierarchy it is possible to apply a holistic word recognition method in an efficient way.
Lastly, holistic recognition of words by their shape, "W", once seemed a promising visual account for fast recognition of words, supported by evidence from the Word Superiority Effect (but see ref. 7), and motivated the whole-word method, which had children memorize and read the same few "sight words" over and over.
It is considered here as a broad, high-level, object centered, phenomenon which happens at and above the level of holistic recognition of objects and events, where semantics begin to play a role.
Subitization may involve the holistic recognition of canonical perceptual patterns that do not reveal ordinal relationships between the numbers12, or may instead be an iterative or 'counting' process that specifies these numerical relationships4,13.
Two real world applications are studied: (1) the holistic recognition (i.e., recognition without segmentation) of touching handwritten numeral pairs and (2) the classification of cancer tissue types based on microarray gene expression data.
Research in object recognition has tried to distinguish holistic recognition from recognition by parts.
Among notable holistic approaches, Javed et al. [10] present a holistic approach for recognition of Urdu text.
We presented a holistic optical character recognition system for printed Urdu Nastliq font using statistical features and Hidden Markov Models employing ligatures as units of recognition.
