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  • Cell & Developmental Biology  (1)
  • Dictionary search  (1)
  • 1
    Electronic Resource
    Electronic Resource
    Springer
    Machine vision and applications 8 (1995), S. 215-223 
    ISSN: 1432-1769
    Keywords: Handwriting recognition ; Neural networks ; Cursive script ; Hidden Markov models ; Dictionary search
    Source: Springer Online Journal Archives 1860-2000
    Topics: Computer Science
    Notes: Abstract We present a writer-independent system for online handwriting recognition that can handle a variety of writing styles including cursive script and handprinting. The input to our system contains the pen trajectory information, encoded as a time-ordered sequence of feature vectors. A time-delay neural network is used to estimate a posteriori probabilities for characters in a word. A hidden Markov model segments the word in a way that optimizes the global word score, using a dictionary in the process. A geometrical normalization scheme and a fast but efficient dictionary search are also presented. Trained on 20 k words from 59 writers, using a 25 k-word dictionary, our system reached recognition rates of 89% for characters and 80% for words on test data from a disjoint set of writers.
    Type of Medium: Electronic Resource
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  • 2
    ISSN: 0002-9106
    Keywords: Life and Medical Sciences ; Cell & Developmental Biology
    Source: Wiley InterScience Backfile Collection 1832-2000
    Topics: Medicine
    Notes: Ultrastructural changes in bovine, porcine, and rabbit muscle have been studied during the first 24 hours post-mortem. Samples were taken for phase and electron microscopy immediately after death, after 4, 8, and 24 hours of post-mortem storage at 2° and 37°C, and after 24 hours post-mortem at 16° and 25°C. The results show that two kinds of structural changes occur in muscle during the first 24 hours post-mortem: (a) a variable amount of shortening, this shortening occurring via a sliding of filaments in all species and at all post-mortem storage temperatures examined, and (b) degradation of the Z line, and at higher storage temperatures, of the M line also. Shortening of unrestrained muscle occurs soonest post-mortem at 37°C in all three species and is completed within four hours post-mortem in porcine and rabbit muscle and within eight hours post-mortem in bovine muscle. Post-mortem short-ening of unrestrained rabbit and porcine muscle is greatest at 37°C (sarcomere lengths of 1.5 μ); shortening of rabbit muscle is minimal at 2°C (sarcomere lenght of 1.7 μ), but shortening of porcine muscle is minimal at 25°C (sarcomere length of 1.8 μ) and is slightly greater at 2°C (sarcomere length of 1.6 μ) than at 16°C. Post-mortem shortening of bovine muscle is greatest at 2°C (sarcomere length of 1.3 μ), is minimal at 16-25°C (sarcomere length of 1.8 μ), and increases between 25-37°C (sarcomere length of 1.5 μ at 37°C). Sarcomere length measurements show that some variation occurs in the extent of post-mortem shortening within the same muscle.Z line degradation occurs sooner post-mortem and to a greater extent at storage temperatures of 25°C or above than at temperatures of 16°C or below. Also, bovine muscle Z lines are clearly more resistant to post-mortem degradation than porcine or rabbit muscle Z lines. Loss of fibrillar structure in porcine or rabbit muscle Z lines occurs during the first four hours post-mortem at 37°C, but eight hours of post-mortem storage at 37°C are required to cause loss of fibrillar structure of bovine muscle Z lines. After 24 hours at 25 or 37°C, Z lines of rabbit and porcine muscle are usually completely absent; M lines are also frequently absent in this muscle.
    Additional Material: 1 Tab.
    Type of Medium: Electronic Resource
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