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3D Watermarking
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3D contents such as 3D models and 3D motion
capture data are being readily used in the entertainment and
medical industry. In the entertainment industry they are being
used to develop animations, video games, movies and commercials.
In medical sector they are used for applications such as 3D
Images, biomechanical research. Since these data sets involve
investment in terms of money, time and human effort preserving
them is important. Loss due to theft can result in their piracy
or their tampering can result in loss of information important
to medical science or patients being cured. Therefore, it is
imminent that we need to content protect the same. Illegal usage deals with
ownership of the media wherein copyright of the media is
infringed in case someone steals the data is uses it without the
permission of the owner. This can occur incases where data is
stolen (video games) and being sold as pirated copies. So one
has to come with a system where it can be prove in the court of
law one needs to prove the ownership of the content.
Tampering involves changing the meaning of the
multimedia. This can occur in cases where meaning of the data is
changed and since the data is valued for its meaning the content
is lost. For example, in case of 3D data such as tooth model
data can change in meaning due to tampering or machine resulting
in accuracy of medical record. To capture this tampering one
needs a method to recover from the loss. In addition, incase
errors are discovered, we need methods to reconstruct the data
to regain the loss.
Problem With Secure Server ?
One of the methods is to secure the digital media on a
secure server whose access is limited. Users can securely login
into the secure server with a predefined cryptographic method
such as SSL (secure socket layer) and gain access to the digital
media. However, once the media is at the user’s computer one
cannot guarantee that it will not be subject to illegal usage,
since the user can practice piracy or his/her computer can get
compromised to further problems. A similar scenario can occur in
medical records, where data being stored in the database gets
corrupted due a machine error or someone hacks in the machine
and tampers the records. In both the cases, we see that keeping
the records on a secure computer does not always guarantee
security. Therefore, we need additional mechanisms which add an
extra layer of security to content protect the media.
Digital watermarking
is one of the methods that is used to content protect digital
media. The idea is to encode patterns ‘watermarks’ inside data
without losing the meaning of the media. The presence of the
watermark uniquely identifies the media as original, which can
help in proving as an evidence for its uniqueness in copyright
issues. Also, in case the meaning of the data set is tampered
with, the loss the pattern watermark will help as an evidence
for tampering. Since it is possible to tamper proof the data set
we can authenticate the meaning of the digital media. Another
method to authenticate the data set is to generate signatures
which are patterns from the data set. In case, we have to check
if the data is original, we generate a signature and compare it
with a previous generated signal. The similarity between the
signatures authenticates the originality of the digital media.
This process of generation of signature is termed as
Finger-printing.
Why the
choice of solving problems related to 3D data is justified?
Different methods have been developed to content protect
digital media with main focus on images, text, video and audio.
However, little progress has been made for 3D content comprising
of 3D models and 3D time series data. Although different
watermarking and finger printing techniques have been developed
for other kinds of media, they cannot be directly applied to 3D
content. One of the reasons is dimensionality since other kinds
of media are not generalized to handle problems related to
higher dimensional data. Secondly, since the solutions for 3D
content can be developed for n-dimensional data, for example
n-dimensional time-series solutions is applicable to 1D audio
data and 1D medical signal such as Electrocardiogram. So with
factors such as dimensionality and applicability of the solution
we find developing methods for 3D data more challenging and
promising. However, another important purpose of developing
techniques for this kind of data is their applicability. We now
define these data set and related applications and show the
reasons for protecting them.
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