Attrasoft
VideoFinderLite For Windows
Attrasoft VideoFinderLite matches a newly obtained video clip against a pre-established library of video clips. VideoFinderLite searches 100,000 video clips per second or 100,000 hours of videos clips per second, after key fingerprinting.
Requirements: (1) Microsoft Windows; (2) Microsoft DirectX (Not a part of Windows);
Restrictions: *.wmv files; limited *.avi files; limited *.mpg files; 32 bit computing; and No parameter changes.
Attrasoft, Inc.
P. O. Box 13051
Savannah, GA. 31406
USA
Software Requirements
Software Requirements:
(1) Microsoft Windows;
(2) Microsoft DirectX (Not a part of Windows);
(3) Windows .Net Framework.
Installing the Software
- Unzip the file in folder c:\imagefinderlite\.
- Install DirectX (You may or may not already have DirectX).
Restrictions:
- *.wmv files;
- limited *.avi files;
- limited *.mpg files;
- 32 bit computing; and
- No parameter changes.
Information and Support
Attrasoft, Inc.
P. O. Box 13051
Savannah, GA. 31406
USA
http://attrasoft.com
gina@attrasoft.com (Email Subject: Attrasoft)
Phone: (912) 484-1717
Statement of Copyright Restriction
Attrasoft has copyrighted the Attrasoft program you have purchased, and your rights of ownership are subject to the limitations and restrictions imposed by the copyright laws outlined below.
It is against the law to copy, reproduce or transmit (including, without limitation, electronic transmission over any network) any part of the program except as permitted by the copyright act of the United States (title 17, United States code). However, you are permitted by law to write the contents of the program into the machine memory of your computer so the program may be executed. You are also permitted by law to make a back-up copy of the program subject to the following restrictions:
- Each back-up copy must be treated in the same way as the original copy purchased from Attrasoft;
- No copy (original, or back-up) may be used while another copy, (original, or back-up) is in use;
- If you ever sell or give away the original copy of the program, all back-up copies must also be sold or given to the same person, or destroyed.
© Attrasoft 2004 – 2010
1.
Introduction. 5
1.1
What is VideoFinderLite ?. 5
1.2
Fingerprint Concepts. 6
1.3
User Interface. 6
1.4
Supported Video Formats. 7
2.
How to Use VideoFinderLite. 9
2.2
Example. 12
2.3
Beginner Tool Bar 13
3.
Advanced Users. 14
3.1
Library Manual 14
3.2
Match Menu. 15
4.
Examples. 17
4.1
News Search. 17
4.2
Commercial Ads Statistics. 18
5.
Performance. 21
Attrasoft VideoFinderLite matches a newly obtained video
clip against a pre-established library of video clips. VideoFinderLite searches
100,000 video clips per second or 100,000 hours of videos clips per second,
after key fingerprinting (Figure 1.1).
Figure 1.1 Attrasoft
VideoFinderLite.
Figure 1.2 The “Search” Menu
and its menu items.
One application is to verify the copyright of a newly obtained
video clip by matching it against a pre-established library of video clips.
Another application is to collect statistics on TV advertisements after they
are saved to a *.wmv file. We will provide two examples in chapter 4.
To operate the software, you will learn six steps; all of them can be
found in the “Search” menu (Figure 1.2). This User’s Guide uses three examples
to demonstrate the basic operations.
The unique attributes of a video
clip – its “video fingerprint” - are used. The matching between a new video
clip and previously stored video clips is implemented via “Fingerprint”
matching, i.e. all videos must be converted into “fingerprints” first. A
library is a collection of previously stored fingerprints. The matching is done
via a new key fingerprint against a particular library.
You can have as many libraries as
you want. Before matching, you will need to select a library and load it to the
Attrasoft VideoFinderLite; then, you are ready to search.
The VideoFinderLite has
three video panels: ‘Key’, ‘Library’, and ‘Results’.
Figure 1.3 Three sections:
‘Key’, ‘Library’, and ‘Results’. The Key video panel is labeled by the ‘Key’
label.
Key:
A key is a newly
captured/obtained video clip. Key videos are placed into a folder, which will
be selected via the “Key” button. Use the “Play” and the “Stop” buttons next to
the label ‘Key’ to play a video clip.
Use the “Home”,
“=>”, and “<=” button to select a video clip in the folder. The “Home”
selects the first video in the folder; “=>” selects the next video in the
folder; and “<=” selects the previous video.
Library:
A library is a
collection of fingerprints of videos. Library videos are selected via the
“Library” button. Use the “Play” and the “Stop” button below the label
‘Library’ to play a video clip.
Use the “Home”,
“=>”, and “<=” button to select a video clip in the folder. The “Home”
selects the first video in the folder; “>” selects the next video in the
folder; and “<=” selects the previous video.
Results:
Use the “Play” and the “Stop” button below the label
‘Results’ to play this video clip. Use the “Home”, “=>”, and “<=” button
to select a video clip in the matched collections.
Figure 1.4 Three Video Panels:
‘Key’, ‘Library’, and ‘Results’. The Library video panel is labeled by the
‘Library’ label.
The Software Requirements are:
(1) Microsoft Windows;
(2) Microsoft DirectX;
(3) Windows .Net Framework.
The VideoFinderLite uses
Windows .Net Framework for video decoding and camera. It supports:
*.avi files;
*.wmv files; and
limited *.mpg
files.
Other limits are:
32
bit computing;
No
parameters changes.
Figure 2.1 Step 1, Select
Library (Source button).
Initially, the operation will
consist of the following six steps for video matching:
1.
Select Library ("1..." button)
2.
Get Library fingerprints ("2..." button)
3.
Load Library ("3..." button)
4.
Select Key ("4..." button)
5.
Create Key fingerprint ("5..." button)
6.
1:N Matching ("6..." button)
Later, you do not have to create
a library each time:
3.
Load Library ("3..." button)
4.
Select Key ("4..." button)
5.
Create Key fingerprint ("5..." button)
6.
1:N Matching ("6..." button)
…
The procedure is:
1. Select Library
("1..." button)
A video clip is
converted into a video clip fingerprint. A
set of video clip fingerprints forms a library. A set of video clips will be
placed in a directory, and the
directory path will be entered into the VideoFinderLite, for example,
“c:\abc\def\”.
This step
selects a video clip directory. Dragging & dropping a folder into the
second text box will complete this step. This step can also be implemented by clicking:
o
“Search/1. Select A Folder” menu item, OR
o
"1. Folder" button.
The video clips
in the selected directory will be displayed in the second picture box (labeled
‘Lib(rary)’). Use the “Play” buttons to play the video clip. Make sure to use
“Stop” to stop the video clip.
Use the “Home”
button to select the First video in the directory; use the “=>” button to
select the next video clip; and use the “<=” button to select the previous
video clip.
2. Create Fingerprint Library
("2..." button)
This step converts
all video clips in the selected directory into fingerprints and saves them to
the file, “a1.txt”. This step is implemented by clicking:
o
“Search/2. Create Fingerprint Library
(.\a1.txt)” menu item, OR
o
“2. Library” button.
Figure 2.2 Step 3, Select Key
(Key button).
3. Load Library ("3..."
button)
Before matching,
you will need to select a library and load it to the VideoFinderLite. This step
is implemented by clicking:
o
“Search/3. Load Fingerprint Library” menu item,
OR
o
“3. Load” menu item.
4. Select Key ("4..."
button)
A key is a newly
obtained video clip. The video clip is converted into a fingerprint. To select
a key, drag & drop a folder into the first text box and select a file in
this key folder. This step can also be implemented by clicking:
o
“Search/4. Select Key” menu item, OR
o
“4. Key” button.
The
video clips in the selected directory will be displayed in the first picture
box (labeled ‘Key’).
Use
the “Play” buttons to play the video clip. Make
sure to use “Stop” to stop the video clip.
Use the “Home”
button to select the First video in the directory; use the “=>” button to select the next video clip; and use the “<=” button to select the
previous video clip.
5. Create Key fingerprint
("5..." button)
This
step converts a key video clip into a fingerprint. This step is implemented by clicking:
o
“Search/5. Key Fingerprinting” menu item, OR
o
“5. Finprt” button.
Figure 2.3 Step 6, 1:N
Matching.
6. 1:N Matching ("6..."
button)
“1:N
Matching” (read as 1 to N matching) compares “1” (i.e., the new video clip)
with “N”
(i.e.,
the previously stored video clips). This
step is implemented by clicking:
o
“Search/6. Search” menu item, OR
o
“Search” button.
The
1:N matching results are also displayed in the third picture box (labeled
‘Results’).
Use
the “Play” buttons to play the video clip. Make
sure to use “Stop” to stop the video clip.
Use the “Home”
button to select the First video in the directory;
use the “=>” button to select the next video clip; and use the “<=” button to select the
previous video clip.
In this section, we will use the
“Friends” Video Clips. The stored data used in this section is in folder,
.\ test0 \
where “.\” is the folder where
the software is installed. There are five video clips in this folder. The 1:N
match compares a newly captured fingerprint with all video fingerprints in
a1.txt.
1. Select Library
("1..." button)
Drag & drop
“.\test0\” folder into the second text box.
2. Get Library fingerprints
("2..." button)
Click the “2 …”
button; the results will be saved to “.\data\ a1.txt” automatically.
3. Load Library ("3..."
button)
Click the “3 …”
button to load the library.
4. Select Key ("4..."
button)
Drag & drop “.\test0\”
folder into the first text box. By default, the first file in this folder is
chosen; you can select any file in this folder as a search key.
5. Create Key fingerprint
("5..." button)
Click the “5 …”
button; the key fingerprint will be saved internally. You can also save the
results by clicking Match/Key Fingerprinting (key.txt); followed by clicking
“Match/1:N Matching (Key.txt : Library)” in step 6.
6. 1:N Matching ("6..."
button)
Click the “6 …”
button to make 1:N match, See Figure 2.4.
Figure 2.4 Step 6, 1:N
Matching Text File Output.
The beginner toolbar duplicates
the Beginner menu.
Figure 2.5 The Beginner Tool
Bar.
3.1
Library Manual
Figure 3. Library Menu.
Before matching, you will need to select a library and load
it to the Attrasoft VideoFinderLite. The library to be loaded can be a single
file, or several files in a folder.
The single file library to be loaded is fixed to the file:
“a1.txt”,
“a2.txt”
The multiple file library to be loaded is fixed to the
folder:
.\data\lib1\*.txt
.\data\lib2\*.txt
where ".\" is the folder where the VideoFinderLite
is located. You can have as many libraries as you want.
You will need to manually place files into these folders. You
will need to manage the video fingerprint library files yourself via Windows
Explorer.
Create Initial Library (.\a1.txt)
Use this
menu item to create fingerprint library, a1.txt.
Create Additional Library (.\a2.txt)
Use this
menu item to create fingerprint library, a2.txt.
Load Initial Library (.\a1.txt)
Use this
menu item to load the library file, “a1.txt”.
Load Additional Library (.\a2.txt)
Use this
menu item to load the library file, “a2.txt”, on top of "a1.txt".
Load Libraries (.\data\lib1\*.txt)
Use this
menu item to load all library files in ".\data\lib1\".
Load Additional Libraries (.\data\lib2\*.txt)
Use this
menu item to load all library files in ".\data\lib2\", on top of
existing loaded libraries.
Figure 3.2 Match Menu.
Match Menu makes 1:1, 1:N, and M:N matching.
Match/1:1 Matching (Current Key vs. Current Lib)
Use this menu item to make a “1:1
Matching”, the current video in the Key folder vs. the current video in the
Library folder. This command will (1) compute the fingerprint of the key video,
(2) the fingerprint of the selected video in the library folder, and (3) make a
1:1 match between the two fingerprints.
Match/1:N Matching (Key vs. Loaded Library)
Use this menu item to make a “1:N
Matching” (read as 1 to N matching). “1:N Matching” compares “1” (i.e., the
current video clip in Key folder) with “N” (i.e., the loaded library of video
clips).
This menu
item requires:
(1)
Fingerprint Library(s) is already loaded;
(2) Newly
captured video is already converted into a fingerprint.
Match/M:N Matching (a2.txt vs. Loaded Library)
Use this menu item to make a “M:N
Matching” (read as M to N matching). “M:N Matching” compares “M” (i.e., all of
the video clips in a2.txt) with “N” (i.e., the loaded library of video clips).
This menu
item requires:
(1)
Fingerprint Library(s) is already loaded;
(2) Newly captured video is already
converted into a fingerprint library a2.txt via menu item, "Library/Create
Additional Library (.\a2.txt)".
Match/Key Fingerprinting (key.txt)
Use this menu item to convert a key
video clip into a fingerprint and save it to "key.txt". This will avoid computing the same key
fingerprint over and over again.
Match/1:N Matching (Key.txt : Library)
Use this menu item to make a “1:N
Matching” (read as 1 to N matching). “1:N Matching” compares the saved key
fingerprint ("key.txt") with “N” (i.e., the loaded library of video
clips).
4.1
News Search
In this example, we take one hour of video, CNN-CNN-2006-12-25-9AM.wmv,
which is CNN broadcasted on 2006-12-25 at 9 AM, and break it into 60 pieces.
The length of each video is around 1 minute, but allows small variations. The
start times are around each minute, but allows for a small variations.
The basic steps are:
·
Collect Video Data;
·
Make M:N Match;
·
Collect Results.
Collecting Video Data
The data folder is “.\test2\”. If a
video starts around 1 minute, it is labeled as 001.wmv. There are 61 videos;
the original one hour video and 60 one minute video clips.
Make an M:N Match
The M:N match compares all video
fingerprints in “a2.txt” with “a1.txt”.
The operation is:
1. Select
Library ("1..." button)
Drag & drop
“.\test1\” folder into the second text box.
2. Get Library
fingerprints ("2..." button)
Click the “2 …”
button; the results will be saved to “.\data\ a1.txt” automatically.
3. Load Library
("3..." button)
Click the “3 …”
button to load the library.
4. Select Key
The key for M:N
match is a folder, “.\test1\”. We do not need to do anything here.
5. Create Key
fingerprint (a2.txt)
Right click the “Start” button in your
Windows and select Explore to start Windows Explorer. Use the Windows Explorer
to save “.\data\a1.txt” to “.\data\a2.txt”.
6. M:N Matching
Make an N:M matching by clicking
“Match\N:M Matching …”.
Collect the Results
The results
are:
000.wmv
ID Name Path Length Score Start Length
000 000.wmv .\test1\ 60.16 100 0 60
CNN-CNN-2006-12-25-9AM CNN-CNN-2006-12-25-9AM.wmv
.\test1\ 3598.047 60 0 60
001.wmv
ID Name Path Length Score Start Length
001 001.wmv .\test1\ 60.048 100 0 60
CNN-CNN-2006-12-25-9AM CNN-CNN-2006-12-25-9AM.wmv
.\test1\ 3598.047 45 44 60
…
The folder consists of 61 files:
CNN-CNN-2006-12-25-9AM.wmv
000.wmv
001.wmv
002.wmv
…
In the first result, the input video is 000.wmv. It has two
matches:
CNN-CNN-2006-12-25-9AM.wmv
000.wmv
The first match is 000.wmv. The match score is 100; the
start matching position is 0 second and length of the matching is 60 seconds. The
second match is CNN-CNN-2006-12-25-9AM.wmv, with a score of 60; the start
matching position of 0 second and length of 60 seconds.
In the second result, the input video is 001.wmv. It has two
matches:
CNN-CNN-2006-12-25-9AM.wmv
001.wmv
The first match is 001.wmv. The match score is 100; the
start matching position is 0 second and length of the matching is 60 seconds. The
second match is CNN-CNN-2006-12-25-9AM.wmv, with score of 45; the start
matching position of 44 seconds and length of 60 seconds.
In this next example,
we show how to collect ad statistics using the VideoFinderLite. The original
video is one hour long, CNNE-NAM-2007-01-18-1PM.wmv, which is CNN NAM channel
on 2007-01-18, 1PM. The basic steps are:
·
Collect video ads;
·
Collect video data;
·
Make M:N Match;
·
Collect Results.
Collecting Ads
The data is stored in folder, “.\test2\”.
It contains one hour of live TV video on the CNN NAM channel, 2007-01-18, 1PM in WMV format. A
viewer will go through the video and manually cut the ads out; it contains 5
video ads in the following Ads Table:
ID Name Video length (second)
0001 Bosley 59
0002 People PC 59
0003 Consulta Media 12
0004 Aldia 29
0005 Woman Ad 43
Collecting Video data
We will make this as simple as
possible; we will put the original video and all five ads in the folder “.\test2\”
and fingerprint the six videos.
Make an M:N Match
The M:N match compares all video
fingerprints in “a2.txt” with “a1.txt”. The operation is:
1. Select
Library ("1..." button)
Drag & drop
“.\test2\” folder into the second text box.
2. Get Library
fingerprints ("2..." button)
Click the “2 …”
button; the results will be saved to “.\data\ a1.txt” automatically.
3. Load Library
("3..." button)
Click the “3 …”
button to load the library.
4. Select Key
The key for M:N
match is a folder, “.\test2\”. We do not need to do anything here.
5. Create Key
fingerprint (a2.txt)
Right click the “Start” button in your
Windows and select Explore to start Windows Explorer. Use the Windows Explorer
to save “.\data\a1.txt” to “.\data\a2.txt”.
6. M:N Matching
Make an N:M matching by clicking
“Match\N:M Matching …”.
Collect the Results
In this hour
of TV program (CNN NAM channel, 2007-01-18, 1PM), the ads are:
Ads Start (second) Length
(second)
Bosley 662 59
1505 59
People PC 722 59
1194 59
1565 59
2217 59
2425 59
2809 59
Consulta Media 1260 12
Aldia 3318 29
Woman’s Ad 3554 43
The first ad is Bosley, which starts at 662 seconds or 11
minutes; it lasts 59 seconds or about 1 minute.
The software performance
parameters are:
Fingerprinting
speed: every 3 hours of video takes 1 hour to fingerprint.
Fingerprint
size: every hour of video takes 200 KB.
Search speed:
100,000 video clips per second or 100,000 hours of video after key fingerprinting
is completed.
Accuracy: if the
unknown video is in the library, the rate is 100% with a matching score 100. A
matching score of 80 or above will have 100% accuracy.
Video Distortion:
The Lite version allows for small distortion by saving one video format into
another format.
Video Codec Variation:
Different video codecs are allowed.
Shortest length:
This version limit is 15 seconds, although a customized VideoFinder can find a
single frame in 1/30 of a second.
Customization: The VideoFinderLite has three internal filters:
Unsupervised Filter, BioFilter, and NeuralFilter. The VideoFinderLite uses the
Unsupervised Filter, which is the least accurate filter. For customization, contact gina@attrasoft.com.
Requirements: (1) Microsoft Windows; (2) Microsoft DirectX (Not a part of Windows);
Restrictions: *.wmv files; limited *.avi files; limited *.mpg files; 32 bit computing; and No parameter changes.
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