By Worth Martin, William Spears, Worthy N. Martin
Foundations of Genetic Algorithms, quantity 6 is the most recent in a chain of books that documents the celebrated Foundations of Genetic Algorithms Workshops, subsidized and organised through the overseas Society of Genetic Algorithms particularly to handle theoretical courses on genetic algorithms and classifier platforms. Genetic algorithms are one of many extra winning laptop studying equipment. in line with the metaphor of traditional evolution, a genetic set of rules searches the to be had details in any given job and seeks the optimal resolution by way of exchanging weaker populations with more suitable ones. comprises learn from academia, govt laboratories, and comprises excessive calibre papers that have been generally reviewed keeps the culture of providing not just present theoretical paintings but in addition matters that may form destiny study within the box excellent for researchers in desktop studying, particularly these concerned with evolutionary computation
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The bit-rate variation technique from (FENG, Kwok-Tung, & MEHRPOUR, 1996) can also be combined with other techniques, such as those that use the DCT coefficients, to improve the detection (Divakaran, Ito, Sun, & Poon, 2003), (Boccignone, De Santo, & Percannella, 2000). D. Performance Evaluation There are two main performance aspects that need to be assessed when evaluating or comparing shotdetection techniques, as well as many other techniques. These two aspects are the accuracy and the computational complexity.
From the detected and classified shots, higher logical components in the logical video structure can be constructed, such as video scenes and segments. Those higher level components are usually more dependent on the application domain and more semantic information. However, it is worth mentioning that some recent efforts of scene detection have been reported in(M. H. Lee, Yoo, & Jang, 2006), (Rasheed & Shah, 2005), (Adjeroh & Lee, 2004). V. SUMMaand Video data are now available, and being easily generated, in large volumes.
On the other hand, it can be relatively more computationally expensive than the global histogram-based techniques. 4) Motion-Based In the previously discussed techniques, the main principle was finding the changes in some features of the contents of consecutive frames. This is, at least implicitly, based on the concept that the video can abstractly be considered as a sequence of individual frames or still images. However, the video sequence has more than just playing back a group of still images, otherwise, it can be considered as a uniform slide-presentation.