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In this chapter we consider the problem of object detection with the goal of nding new targets entering the scene, and of labeling them uniquely until they get lost because of occlusions, unexpected maneuvers, or motion outside the eld of view. Target detection is a localization task very similar to tracking, however with more severe restrictions and dif culties: Global vs. local search. A detector must search for targets in the full state space, or at least, the visible-from-camera state volume, and provide roughly the initial distribution of targets for tracking. This means that it must solve a global optimization problem [162] of a multiobjective likelihood function in state space, labeling all its relevant peaks as new targets. Instead, the tracking algorithms presented so far update each target distribution only by looking in a neighborhood of its predicted position. Static vs. dynamic data association. For target detection, no prediction is available apart from a possible absolute prior, restricting the search to the most likely areas. Therefore, any visual modality employed cannot make use of dynamic data association, such as the nearest neighbor to the predicted feature, but can only rely on static methods, matching features by using an invariant descriptor. For example, SIFT or SURF keypoints can be used because their descriptor is to some extent invariant to geometric and photometric variations from different views of the object.

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6 Apr 2005 ... Demonstrates a method to draw UPC-A barcodes using C#. ... NET 2003 - 7.87 Kb. Image 1 for Drawing UPC-A Barcodes with C# ...

1 ui, j +1 2ui, j + ui, j 1 ui +1, j +1 2ui +1, j + ui +1, j 1 2 + + O(( x) ) 2 2 2 ( x) ( x)

Figure 7-11 shows a worksheet with student grades listed in column B (67 students total). Columns D and E contain formulas that calculate the upper and lower limits for bins, based on the entry in cell E1 (named BinSize). For example, if BinSize is 10 (as in the figure), then each bin contains 10 scores (1 10, 11 20, and so on).

It is generally good practice to release the objects assigned to your variables. This reduces the chance of any problems caused by rogue objects that may remain open in memory. As you can see in the code, you simply set variable to Nothing.

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The preceding code uses a nested try-finally statement inside another tryexcept statement. The outer try block first attempts to open the file. The inner try statement writes a line to the file and immediately jumps to the finally block and

Key Topics Addressed in This Collaboration and technology Evolution of networks and data access Technology pioneers

There is another crucial concept to understand before diving into coding, the Object-Oriented Programming model. Most modern programming languages are object-oriented. What does it mean to be object-oriented I like to think of it this way: A programming language tells the computer what to do. Objects are the library of things that the programming language can manipulate. From using computers you are already familiar with many of these things. For example, tables, dialog boxes, folders, and even programs are objects. Most identifiable things are considered to be objects in object-oriented programming.

Figure 7.14 Hand and face tracking sequences using different mesh-models and a GPU-acceleracted foreground segmentation and particle ltering. (From [100].)

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3. Select Tools Options. 4. In the Options dialog box, click the General tab. 5. Make a change (any change) to the User Name box. 6. Click OK to close the Options dialog box. 7. Click the Stop Recording button on the Stop Recording toolbar. 8. Press Alt+F11 to activate the VB Editor. 9. In the Project window, select the project that corresponds to your workbook. 10. Double-click the VBA module that contains your recorded code. Generally, this will be the module with the highest number (for example, Module3). You ll find a VBA procedure that looks something like this:

Now that most of the OS is set up and running, you need to finish that wild partition layout of a logical volume on top of software RAID (/dev/md3). This section is not required, but if you want the ability to add more drive space to your system in the future, this is the way to prepare for it now without some day having to move GBs of data around between drives. With LVM, you simply add more drives to the system (let s hope in the form of more RAID arrays), and add those resources to the logical volume. No reformatting, copying files, or even so much as a reboot (if you re using USB or ieee1394 drives!). LVM or no LVM It s your call. On my system I run SATA drives, which appear as SCSI devices (/dev/sda instead of /dev/hda), but no matter. Setting up a logical volume atop your software RAID-1 mirror /dev/md3 device (if you re using RAID) will look pretty much the same regardless (except when you poke around with fdisk at the raw partition level).

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