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is further simpli ed by the fact that people typically don t attempt to disguise their appearance in social situations When a new person is encountered, the system could employ face detection to extract and save a sequence of face images captured during a conversation This would provide a wide variety of facial expressions and pose angles that could be stored in a database and used for training a face recognition algorithm As people use such an assistive device over an extended period of time, they will learn both its abilities and its limitations Conjectural information from the system can then be combined with the user s other sensory abilities (especially hearing) to jointly ascertain the identity of the person This synergy between the user and the system relaxes some of the stringent requirements normally placed on face recognition systems.

As mentioned earlier, Diameter and RADIUS may need to co-exist within the boundaries of the same operator administration for a long migration period. In the process of designing Diameter, a great amount of effort was focused on providing facilities for RADIUS Diameter co-existence. An example of such efforts was to ensure that RADIUS attribute space is included as-is inside the Diameter attribute space to eliminate the need for attribute conversion. However, Diameter creates a superset of RADIUS attributes and messages and for that reason co-existence of Diameter and RADIUS requires specialized effort. Due to its focus on authentication and authorization, Diameter NAS application is the one Diameter specification with the most similarity to RADIUS. For those reasons, the Diameter NAS application is the first specification that describes interoperability between Diameter and RADIUS implementations. This interoperability is envisioned through an architecture consisting of distinct RADIUS and Diameter systems meeting each other through a translation agent at their boundaries. Since Diameter functionality is superior to that of RADIUS and there are many differences between RADIUS and Diameter, there can be many variants and implementations of translation agents in proprietary non-IETF manners. Also due to the simultaneous standardizations of RADIUS and Diameter, various RADIUS messages may be handled differently by different translation agents along the process, while none of those translation agents can be assumed to have access to complete and accurate session state information. The Diameter NAS application describes many requirements and conversion procedures for RADIUS Diameter translation agents. We do not go into the exact details of how the translation of a message, an attribute or AVP or a service such as security is performed in every instance. Instead we provide some highlights to give the reader some idea of the issues to be considered in the translation:

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int ia[ 6 ] = { -2, -1, 0, 1, 2, 1024 };

We cannot explicitly initialize a vector object in the same way However, we can initialize it to all or a portion of an existing array by specifying the address of the beginning and one past the last element of the array we wish to have the vector initialized with For example:

However, such an assistive technology application still poses some signi cant challenges for researchers One problem is the extreme variety in lighting conditions encountered during normal daily activities While there are standards for indoor of ce lighting that tend to provide diffuse and adequate lighting, lighting in other public places might vary considerably For example, large windows can signi cantly alter lighting conditions, and incandescent lighting is much more yellow than ourescent lighting Outdoor lighting can be quite harsh in full sunlight, and it can be much more blue and diffuse in shadows A person who is blind might not be aware of extreme lighting conditions, so the system would need to either (1) be tolerant of extreme variations or (2) recruit the user to ameliorate those extreme conditions.

// copies the 6 elements of ia into ivec vector< int > ivec( ia, ia+6 );

The two pointers passed to ivec mark the range of values with which to initialize the object The second pointer always points one past the last element to be copied The range of elements marked can also represent a subset of the array For example:

In summary, the development of an assistive face recognition system for people who are blind provides a more tractable problem for face recognition researchers than security and surveillance applications It imposes a somewhat less stringent set of requirements because (1) the number of people to be recognized is generally smaller, (2) facial disguise is not a serious concern, (3) multiple pose angles and facial expressions of a person can be captured as training images, and (4) the person recognition process can be a collaborative process between the system and the user In an attempt to provide such an assistive face recognition system, we have developed a new methodology for face recognition that detects and extracts unique features on a person s face and then uses those features to recognize that person.

file:///F|/WinDDK/resources/CPPPrimer/c++primerhtm (123 / 1065) [2001-3-29 11:32:03]

// copies 3 elements: ia[2], ia[3], ia[4] vector< int > ivec( &ia[ 2 ], &ia[ 5 ] );

Unlike a built-in array, a vector can be initialized with or assigned to another vector For example:

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