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In this formula, N is the image size, MD ( s ) the subset of undetected pixels, and FA ( s ) the number of false alarms observed under the state hypothesis s. The term N obj is the object size (i.e., the number of pixels under the shadow h expected, which provides scale normalization, in conjunction with an additional factor K, by modifying the covariance of the three terms with respect to the object displacement; in fact, an object with half the size will exhibit a half variation in both the MD and FA error terms. While modeling a pixel-level likelihood, other issues may arise because of the spatial closeness of neighboring pixels, which invalidate the assumption of mutual independence between measurements. However, in most cases, neglecting this effect does not degrade the tracking performance, while keeping the likelihood function well shaped and peaking around the correct pose (Fig. 3.6, right). Furthermore, in the case of pixel-level measurements, the two parameters and can be estimated and updated over time, thus providing more robustness and adaptivity to challenging conditions such as a variable clutter density or partial occlusions. For this purpose, a simple adaptation scheme can be used: Under the current pose estimate, the missing detection and false alarm rates are estimated by the two regions de ned by the object shadow, foreground and background:

import junit.framework.*; public class PalindromeTest extends TestCase { public PalindromeTest(java.lang.String testName) { super(testName); } }

Recent works on wideband speech coding have been focusing on coding algorithms below 64 kbit/s; for example: the MPEG-AUDIO layer III audio coding algorithm which results in a sub-band coder with 22 sub-bands that operates at a rate between 16 and 32 kbit/s; the CELP coding algorithm which is described in section 3.3.2 and Appendix 3.1.

If desktop applications use them, why wouldn't bean based middleware components wish to do the same thing Things become a little more interesting when you're dealing with callback methods If a normal EJB is represented by a remote or local interface that is separated from the implementation, how do you call a method on another bean type that requires an instance of your bean type The answer can be found in context classes, which we looked at briefly in the previous chapter Bean context information can be found in the bean type specific interfaces that extend from EJBContext For example, if you are writing an entity bean, you would use the EntityContext interface that is passed through to you with the setEntityContext() method Having the entity context is the first step.

Excel provides quite a few functions that round values in various ways. Table 10-11 summarizes these functions.

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The next command presents an example of how Perez might not want to execute the same listing:

In this example, Perez wants to get a list of all the files in all the directories on the system. But once he has executed the command, he wants to be able to go back and analyze the results to see how effective his syntax was and to see which directories he has and does not have permission to access. He wants his successful long file listing and his error messages to be sent to the list.file file so that he can call that file up later, at his convenience, to check the results. Here is what he enters:

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