FaceMatch Application

1. Collection list provides a list of independent image collections. The list of button functions follows:
   1. button renames collection – name is used just for user,
   2. button deletes collection – deletes collection and all images and faces in it,
   3.    button starts browsing faces – shows all detected faces in a given collection,
   4.    button starts browsing images – shows all loaded images in a given collection,
   5.    button allows to add image(s) from your PC – load up to four images to the collection. Images are selected from a file system of a client's computer. Face detection is performed.
   6.    button allows to add images from FTP folder – to extract big number of images, upload folder with images to our server and start extraction via this button. Faces are extracted from all images even in subdirectories, please upload only image files. File paths are not allowed to contain comma.
   7. Add new collection – creates a new independent image collection.
2. Browse & search page enables to browse faces and images, and provides results of similarity search.
   1. Select collection to browse
   Choose a collection to browse or search (if it wasn't chosen by clicking to appropriate button on Collections list page).
3. Browsing faces or images selection Two buttons for swapping between face and image browsing are next to selected collection name.
4. Face query box

   Gray box is used to display selected faces, to which user wants to find the most similar faces. Searched is only selected collection.

   1. There are two types of similarity function: MPEG-7 function and Aggregated function (see technology description ).
   1.    button assings a name to each face in a face query box. Name can be used for a search of named faces.
   2.    button unselects all selected faces.
5. Drop zone enables an „external queries“ – search the most similar faces to the face, which is not in a collection. External image can be provided:
   1. via url: drag an image from a web page and drop it into the drop zone. Please ensure you dragged an image source, not only another web page link.
   2. Or by a selection from a file system: click on the drop zone.
6. Browsing faces
   1. Click on a face or button to add the face to the query faces.
   2. Click on the button to assign a name to the face.
   3. Click on the button to show (or hide) the entire image with this face. It's possible to add face to query faces, assing name to faces and delete faces from this image using buttons associated with each detected face on this image, as well as delete the whole image (with all detected faces in it).
   4. Click on the button to delete detected face. Even if all faces from an image are deleted, image is preserved in collection.
7. Browsing images
   1. Click on an image or button to show the entire image with all detected faces (same function as in browsing faces).
   2. Click on the button to delete an image and all detected faces in it.
8. Search results
   1. As a result of similarity search, one hundred most similar faces are shown. Aggregated similarity search combines the speed of MPEG-7 search using it's index, and the quality of Aggregated function. In order to boost the search speed, a set of candidates is selected using an index, and these candidates are sorted with respect to Aggregated function. This is made three times, using different sizes of candidate sets. These results are provided as
      1. Search results of aggregated function,
      2. Search results of enhanced aggregated function,
      3. Search results of double enhanced aggregated function,
   2. User may select corretly found faces and search visually similar faces to all selected faces in as a next iteration.
9. Search by text
   1. Write a name or it's part and search all faces with the name containing this text.
   2. User may select corretly found faces and search visually similar faces to all selected faces in as a next iteration.

1. FaceSDK (commercial software from ?Luxand),
2. VeriLook SDK (commercial software from ?Neurotechnology),
3. MPEG-7 descriptors + OpenCV (open-source software from ?Computer vision library).

Another advantage of FaceMatch is its ability to efficiently search for the most similar faces even in large collections of static images/faces. This is achieved by indexing faces according to the MPEG-7 descriptor which is integrated in the technology all the time. Since the MPEG-7 descriptor satisfies metric postulates, we use the M-index structure to efficiently retrieve the candidate set of the 10,000 most similar faces. This candidate set is supposed to be sufficiently large to contain the desired number of the 100 most similar faces that are presented to a user. Such 100 faces are obtained by re-ranking the candidate set according to the aggregation approach that combines multiple face recognition functions.

The whole technology works as follows. A user provides a collection of static images. The detection process is executed to localize all the human faces on the provided images. Then the extraction process is executed to extract specific characteristic features from each localized face. Since we always extract MPEG-7 features, we can build an index over such features that are extracted from all detected faces. This index is maintained by the M-index structure which is finally employed during the recognition process to efficiently retrieve the candidate set of the most similar faces.

The output of the face detection process is a set of bounding boxes of faces which have been automatically localized within a static image. The FaceMatch technology combines multiple functions to maximize the detection precision. In particular, each provided function is used to independently detect the bounding boxes -- see Figure 1 where 3 functions of OpenCV, FaceSDK, and VeriLook SDK are utilized. Bounding boxes of individual approaches are grouped together in order to reveal the areas that overlapped. If most functions mark a given area as a face, there is a high probability that it is true positive. The current web application is set to require compliance of at least two detection functions (out of three) -- see Figure 2. Such setting aims at maximizing the precision, while keeping recall at a reasonably high value. On the contrary, if a high recall is required, the technology setting can be simply changed to unionize bounding boxes of detection approaches. Table 1 compares the values of precision and recall of independently used detectors along with our aggregation approach.

Figure 1. Bounding boxes of faces detected independently by OpenCV, FaceSDK, and VeriLook SDK (green, red, and blue colors).

Facematch

To access Fairfax FaceMatchв„ў go to the Donor Search and click on the 'FaceMatch' tab in the upper right corner of the screen.

What is Fairfax FaceMatch™?

Fairfax FaceMatch™ uses the shape of facial features to find a resemblance between the photo you upload and the adult photos of our donors.

Fairfax FaceMatch™ is based on technology that uses sophisticated mathematical formulas to compare two facial images. Once you select a photo from your hard drive and upload it into the system, Fairfax FaceMatch (TM) will compare it to every adult donor photo and provide results starting with the donor who most resembles the photo. Matches are rated based on a High, Med, Low scale where High matches occur infrequently. Donor photos remain private.

Fairfax FaceMatch™ uses the shape of facial features to make comparisons, but it does not compare based on donor coloring (skin color selected by ancestry, eye color or hair color). To find results that more closely match what you are looking for, consider doing the FaceMatch and uploading a photo after selecting the other criteria that matter to you.

Good photos will result in the best possible results so try to upload photos that meet these criteria:

High quality photos

Forward facing

Close up of the face

Avoiding heavy beards, thick rimmed glasses, hats and wide smiles that distort facial features.

Fairfax FaceMatch (TM) is intended to provide a fun, interactive way to help you select you donor. If you would like further assistance in interpreting your results, we welcome your calls. We hope you enjoy finding your perfect match!

How do I perform a Fairfax FaceMatch (TM) ?

1. To access Fairfax FaceMatch™ go to the Donor Search and click on the "FaceMatch" tab in the upper right corner of the screen.

2. If you wish, you may then select the preferred ancestry of your donor, eye color and hair color. Remember the more narrow your search, the fewer High matches will result.

В В В В В В В В В В В В В В В В В В В В В В В В

3. Select a photo from your hard drive by clicking Browse.В  You can use personal photos you have saved or ones you find on the internet and saved to your hard drive. Once you have found the photo you wish to use click Upload and Search.

4. Fairfax FaceMatch™ will compare the photo you upload to every adult donor photo we have and provide matching results starting with the donor chosen with the greatest resemblance. Results are rated on a High, Medium, Low scale. Remember, matches are based on the shape of facial features and not on donor coloring or ancestry. Match results may take up to 60 seconds.

What type of image can I use?

The system will accept any standard image file such as .jpg. bmp, or .gif.

How do I choose the best photo?

Select a close up, high quality image with the face looking straight forward.В  Avoid facial rotation.

The person should not have a heavy beard, thick rimmed glasses/sunglasses, or hat.

It is best not have wide smiles.В  When a person smiles widely his face moves. The corners of the mouth move up and the form of the eyes can change. Photos with smiles may work as long as they don't distort facial features.

If selecting the photo of someone close to you, consider taking a photo just for this purpose as it may be easier than finding the right one in your photos files.

Examples of good photos to use:

When I uploaded my photo I got mostly low match results. What might be wrong?

Please be sure your photo image meets the “best photo” recommendations detailed above.В  If you have limited your search results by ancestry, eye or hair color, consider widening your search criteria to allow the system to match the largest number of donors.В (e.g. put 'any' for eye color or hair color) В You may also get a low number of High or Medium matches for a search looking for a minority group as we have a smaller number of minority donors available.

I want to learn more about what my preferred donor looks like. Is there someone who can discuss this with me?

We have two services that are available to help you.

Our Donor Selection Consultation service staff can go over details of your Fairfax FaceMatch™ results or provide an in depth counseling service for those who need assistance in selecting a donor. You'll need to set up an appointment for this by calling us at 800-338-8407.В

We also offer our Photo Consults which allow you to select a group of preferred donors from our donor list and then provide us a photo of someone you would like us to compare the selected group of donors to. Photo Consults are customized to meet your specific needs. There is a minimal charge. For more information about Photo Consults, please call 800-338-8407 or visit this webpage .

Face Match

Listen to the descriptions of different people. Can you find the right face?

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Facematch v1

Size: 45KB | Views: 5330 | Downloads: 1

It will be great if my camera mobile phone can only be accessed by me. J2MEFaceMatch is such an application. It stores one or several master faces of the mobile phone owner, the user need to have a sanpshot of the face and match with owner`s face, if it passed the match, it will allow the user see/edit some secrete info (ex. phone number), otherwise it will deny the access. Sounds interesting, does it really work? Test yourself! Remember the face should be straight front face filled with viewfinder the way as you take the master face. To create your own master face in your mobile, you need to signup after you take a good quality master face. Of cource the master face is not necessary a face, it can be any image that only you know. When match, you need to snapshot that image to compare. FAQ'S: FAQ. Why the BestMatch take so long Answer: The time to match depends on the mobile. If you have a powerful mobile phone, the match will be faster. FAQ: Why the match is always failed? Answer: One reason is that the light condition of the snapshot face is changed too much from when you taking your master face. Your snapshot face position in the viewfinder is also important, it should not shift too much compare to your master face for FastMatch. Another reason is that pass threshold is too high. By default we set 80%. When you SignUp you can specify youw own threshoLD COMPATIBLE WITH ALL J2M3 DEVICES WITH CAMERACompatible With: LG KS10, Nokia 3250, Nokia 5500, Nokia 5700, Nokia 6110 Navigator, Nokia 6120, Nokia 6121, Nokia 6290, Nokia E50, Nokia E51, Nokia E60, Nokia E61, Nokia E62, Nokia E61i, Nokia E65, Nokia E70, Nokia E90, Nokia N71, Nokia N73, Nokia N75, Nokia N76, Nokia N77, Nokia N80, Nokia N81, Nokia N81 8GB, Nokia N82, Nokia N91, N91 8GB, Nokia N92, Nokia N93, Nokia N93i, Nokia N95, Nokia N95 8GB, Samsung i400, Samsung i450, Samsung i520, Samsung i500, Samsung i560

Fairfax Cryobank - Fairfax FaceMatch™

To access Fairfax FaceMatch™ go to the Donor Search and click on the 'FaceMatch' tab in the upper right corner of the screen.

What is Fairfax FaceMatch™?

Fairfax FaceMatch™ uses the shape of facial features to find a resemblance between the photo you upload and the adult photos of our donors.

Fairfax FaceMatch™ is based on technology that uses sophisticated mathematical formulas to compare two facial images. Once you select a photo from your hard drive and upload it into the system, Fairfax FaceMatch (TM) will compare it to every adult donor photo and provide results starting with the donor who most resembles the photo. Matches are rated based on a High, Med, Low scale where High matches occur infrequently. Donor photos remain private.

Fairfax FaceMatch™ uses the shape of facial features to make comparisons, but it does not compare based on donor coloring (skin color selected by ancestry, eye color or hair color). To find results that more closely match what you are looking for, consider doing the FaceMatch and uploading a photo after selecting the other criteria that matter to you.

Good photos will result in the best possible results so try to upload photos that meet these criteria: High quality photos Forward facing Close up of the face Avoiding heavy beards, thick rimmed glasses, hats and wide smiles that distort facial features.

Fairfax FaceMatch (TM) is intended to provide a fun, interactive way to help you select you donor. If you would like further assistance in interpreting your results, we welcome your calls. We hope you enjoy finding your perfect match!

How do I perform a Fairfax FaceMatch (TM)?

2. If you wish, you may then select the preferred ancestry of your donor, eye color and hair color. Remember the more narrow your search, the fewer High matches will result.

3. Select a photo from your hard drive by clicking Browse. You can use personal photos you have saved or ones you find on the internet and saved to your hard drive. Once you have found the photo you wish to use click Upload and Search.

4. Fairfax FaceMatch™ will compare the photo you upload to every adult donor photo we have and provide matching results starting with the donor chosen with the greatest resemblance. Results are rated on a High, Medium, Low scale. Remember, matches are based on the shape of facial features and not on donor coloring or ancestry. Match results may take up to 60 seconds.

What type of image can I use?

The system will accept any standard image file such as .jpg. bmp, or .gif.

How do I choose the best photo?

Select a close up, high quality image with the face looking straight forward. Avoid facial rotation.

The person should not have a heavy beard, thick rimmed glasses/sunglasses, or hat.

It is best not have wide smiles. When a person smiles widely his face moves. The corners of the mouth move up and the form of the eyes can change. Photos with smiles may work as long as they don't distort facial features.

If selecting the photo of someone close to you, consider taking a photo just for this purpose as it may be easier than finding the right one in your photos files. Examples of good photos to use:

When I uploaded my photo I got mostly low match results. What might be wrong?

Please be sure your photo image meets the “best photo” recommendations detailed above. If you have limited your search results by ancestry, eye or hair color, consider widening your search criteria to allow the system to match the largest number of donors. (e.g. put 'any' for eye color or hair color) You may also get a low number of High or Medium matches for a search looking for a minority group as we have a smaller number of minority donors available.

I want to learn more about what my preferred donor looks like. Is there someone who can discuss this with me?

We have two services that are available to help you.

Our Donor Selection Consultation service staff can go over details of your Fairfax FaceMatch™ results or provide an in depth counseling service for those who need assistance in selecting a donor. You'll need to set up an appointment for this by calling us at 800-338-8407.

We also offer our Photo Consults which allow you to select a group of preferred donors from our donor list and then provide us a photo of someone you would like us to compare the selected group of donors to. Photo Consults are customized to meet your specific needs. There is a minimal charge. For more information about Photo Consults, please call 800-338-8407 or visit this webpage.

November 2015 The Parent Trip: Jadee and Eero Klinger of West Philadelphia. A couple shares their successful journey using a Fairfax Cryobank donor.

Facematch

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FaceMatch (Symbian) 1

FaceMatch (Symbian) Publisher's description

It will be great if my camera mobile phone can only be accessed by me. J2MEFaceMatch is such an application. It stores one or several master faces of the mobile phone owner, the user need to have a sanpshot of the face and match with owner`s face, if it passed the match, it will allow the user see/edit some secrete info (ex. phone number), otherwise it will deny the access.

Sounds interesting, does it really work? Test yourself! Remember the face should be straight front face filled with viewfinder the way as you take the master face. To create your own master face in your mobile, you need to signup after you take a good quality master face. Of cource the master face is not necessary a face, it can be any image that only you know. When match, you need to snapshot that image to compare.

FAQ. Why the BestMatch take so long

Answer: The time to match depends on the mobile. If you have a powerful mobile phone, the match will be faster.

FAQ: Why the match is always failed?

Answer: One reason is that the light condition of the snapshot face is changed too much from when you taking your master face. Your snapshot face position in the viewfinder is also important, it should not shift too much compare to your master face for FastMatch. Another reason is that pass threshold is too high. By default we set 80%. When you SignUp you can specify youw own threshold.

No special requirements.

Program Release Status:

Program Install Support: Install and uninstall