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The pair of images generated after pose and illumination compensation is subsequently used as input to the face classi er. Note that the same normalization procedure was applied to gallery images as well. Color pixel values are normalized to have zero mean and unit variance. Several state-of-the-art face classi cation techniques have been examined including classic eigenfaces, probabilistic matching, embedded hidden Markov models, and elastic graph matching. A simpler version of the probabilistic matching algorithm [56] based on extra-personal eigenfaces was nally adopted because of its good performance and computational ef ciency. The PM algorithm is applied to both color and

String name1( "Yadie" ); String name2( "Yodie" ); // applies: bool operator==(const String&) if ( name1 == name2 ) return; else // applies: String& operator=( const String& ) name1 = name2;

The member functions of a class can be defined either within or outside the class definition (Both size() and c_str(), for example, are defined within our String class definition) Those member functions defined outside the class definition must inform the compiler not only of their name, return type, and parameter list but also which class they belong to The member function definition should be placed in a program text file for example, StringC and needs to include the header file containing the class definition in our example, Stringh For example:

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// this is placed in a program text file: StringC // include the String class definition #include "Stringh" // include the strcmp() function declaration // cstring is the Standard C library header #include <cstring> bool // return type

10

file:///F|/WinDDK/resources/CPPPrimer/c++primerhtm (133 / 1065) [2001-3-29 11:32:04]

String:: // class it is a member of operator== // name of function: equality operator (const String &rhs) // parameter list { if ( _size != rhs_size ) return false; return strcmp( _string, rhs_string ) false : true; }

depth images, independently. The two resulting matching scores are fused together to provide a single score using classic fusion techniques, as will be described in Section 10.6.3.

strcmp(), recall, is the C standard library function It compares two C-style character strings It returns 0 if they are equal, nonzero otherwise The conditional operator ( :) tests the condition before the question mark If it is true, the expression between the question mark and the colon is selected; if it is false, the expression after the colon is selected In our example, the conditional operator returns false if strcmp() returns a nonzero value; otherwise, it returns true (Section 47 discusses the conditional operator in detail) Because the equality operator is a small function likely to be frequently invoked, it is a good idea to declare it as an inline function An inline function has its source expanded into the program at each invocation point, thereby eliminating the overhead associated with a function call An inline function can provide a significant performance gain provided that the function is invoked sufficiently many times (Inline functions are described in detail in Section 76) A member function defined within the class definition, such as size(), is made inline by default A member function defined outside the class must explicitly declare itself to be inline:

Client-access point relationship: Generally, the client and the AP have no security relationship prior to the start of the EAP-TTLS negotiations In fact, EAP-TTLS is designed to protect the client password or the challenge/response handshake between the client and AAA server from eavesdropping by untrusted APs (model in Figure 101) The secure channel between the two is established as a result of completed EAP-TTLS key management procedures Client-NAS communications: Running EAP over PPP or EAPOL is the same as assuming that there is only a single hop between the client and the NAS This means the NAS must be implemented at the first hop, which could be within a foreign network domain Even though this seems a rather trivial point, it can pose a restriction on the application of EAP-TTLS.

inline bool String::operator==(const String &rhs) { // as before }

In this section we outline the algorithms employed by the hand geometry authentication system. First, the hand is segmented from the body using 3D moments. Then, the position of the palm and ngers is accurately localized in the 3D image. Twodimensional information is subsequently used to localize nger boundaries using a model-based approach. Finally, we extract a set of 3D nger measurements including width and curvature information [2].

An inline member function defined outside the class body should be included within the header file containing the class definition In our redefinition of the equality operator, we should move its definition from StringC to Stringh Here is our equality operator comparing a String object to a C-style character string (it is also defined as inline and is placed within the Stringh header file)

inline bool String::operator==(const char *s) { return strcmp( _string, s ) false : true; }

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