forensic odontology / forensic dentistry is defined as  that branch of forensic medicine which in the interest of justice deals with the proper handling and examination of dental evidence and with the proper evaluation and presentation of the dental findings . 
however , tasks of forensic odontologists have broadened in recent years to cover issues related to child abuse and domestic violence , human rights protection , insurance claims , and professional ethics .
for all the above tasks , records have to be maintained through casts , radiographs etc .
the storage of physical dental records like dental casts and radiographs is fraught with difficulties of space and is also very expensive .
this has led to increasing dependence on digital photography and digital radiology for preservation and documentation of ante - mortem and post - mortem dental records .
the very nature of digital imaging makes it very easy for the operator to adjust or modify digital image files .
many such manipulations , however , constitute inappropriate changes to original data , and making such changes can be classified as scientific misconduct .
consequently , to protect the integrity of research , the scientific community takes strong action against perceived scientific misconduct . in the current definition provided by the u.s .
research misconduct is defined as fabrication , falsification , or plagiarism in proposing , performing , or reviewing research , or in reporting research results .  at the outset , it is imperative to define what constitutes digital image fraud .
any alteration of the original image in part or full with malicious intent of altering its implication constitutes digital fraud .
it includes : ( a)additions,(b)removal or masking,(c)modifications of specific characteristics of image ( color / contrast etc.),(d)splicing , blending of multiple images into a single composite , and(e)combination of any or all of the above .
being accused of misconduct initiates a painful process that can disrupt one 's research and career .
to avoid such a situation , it is important to understand where the ethical lines are drawn between acceptable and unacceptable image adjustment . modifications of specific characteristics of image ( color / contrast etc . ) , splicing , blending of multiple images into a single composite , and combination of any or all of the above . being accused of misconduct initiates a painful process that can disrupt one 's research and career . to avoid such a situation ,
it is important to understand where the ethical lines are drawn between acceptable and unacceptable image adjustment .
in this article , we highlight some universal guidelines for the apposite handling of digital image data and provide some examples to exemplify pitfalls and inapt practices .
this article also discusses anti - tampering techniques and methods of detecting and preventing manipulation of digital images .
digital image records of forensic data ( casts , lip prints , bite marks ) were manipulated using freely available softwares .
softwares used were adobe photoshop ( adobe systems inc , san jose , ca , usa ) , corel draw ( corel corporation , ottawa , ontario , canada ) , picasa 3.9.1.535 version . to record digital images of casts , lip prints , bite marks ,
the tools employed on images for manipulation are listed together with their function in table 1 .
it was quite evident that ostentatious digital images can be created either by merging two or more digital images or by altering an existing image .
figure 1 shows use of merge tool on a bite mark photographfigure 2 shows tsuchihashis classificationfigure 3 shows original image of a lip print manipulated to another varietyfigure 4 shows digital photographic records of palatal rugae on castsfigure 5 shows multiplication of data in figure 4 using clone stamp tool .
figure 1 shows use of merge tool on a bite mark photograph figure 2 shows tsuchihashis classification figure 3 shows original image of a lip print manipulated to another variety figure 4 shows digital photographic records of palatal rugae on casts figure 5 shows multiplication of data in figure 4 using clone stamp tool .
usage of merge tool on a bite mark photograph tsuchihashi 's classification original image of a lip print manipulated to another variety digital photographic records of palatal rugae on casts modification of figure 4 showing how the same data was multiplied
the old adage of  publish or perish is very pertinent in the present scenario and it is not unexpected for sloppiness , plagiarism , and even fraud to find their way too easily in today 's intense research atmosphere . by far and away , the most significant problem is that scientists do not understand complex data - acquisition tools and occasionally seem to be duped by the ease of use of image - processing programs to manipulate data in a manner that amounts to misrepresentation .
procedural hindrances to objectionable image manipulation have been greatly reduced resulting in an ease of bringing about any change to an image with just the click of a mouse . over the last 10 - 15 years
, there have been a few highly public instances of falsified images ( abbott 1997 ; aldhous and reich 2009 ; weissmann 2006 ; xin 2006 ; young 2008 ) , but most of the problem lies with the lack of a basic understanding of how to properly handle image data .
digital image modification is done at a pixel level and makes it to a large extent undetectable when viewed with a naked eye .
several measures , such as few described below , help in detection of altered digital images : look for evident anomalies in the photo .
this can comprise items not in the correct perspective , conflicting angles of reflection or unexpected discontinuities .
any inconsistencies may divulge the photo to be forged . with the assumption that tampering disturbs certain underlying statistical properties of an image
air - brushing or re - touching can be detected by measuring deviations of the underlying color filter array correlations .
a digital composite of two people can be detected by measuring differences in the direction to the illuminating light sources from their faces and body .
the presence of identical and spatially coherent regions in an image can be used as an evidence of tampering .
if there is doubt about integrity of images and previous steps did n't detect the same , then the images can be submitted to a proficient image processing lab .
detection of altered images has also been made easier by forensic tools that scrutinize scientific images ( available through the us department of health and human services office of research integrity ) .
these tools have been used by some journals , and their routine use is currently being considered by many editors and publishers .
the accuracy and reliability of digital dental records is very important when such records are considered as forensic evidence .
the knack of image fakery has a long history , and in today 's digital age , it is possible to very easily change the information represented by an image without leaving any apparent traces of tampering .
no method yet exists , which accomplishes efficiently and precisely the image forge recognition mission .
considering that  prevention is better than cure ,  we propose that the person making a digital record should validate his data by taking certain steps to prevent the manipulation of the data by any third party for any spurious purpose .
a few points for prevention of fraudulent use of digital images can be stated as : it is attaching of information in the form of data to digital image .
it 's like a miniature text file appended to files only adding a few bytes to the total file size so as to discourage manipulation at an amateurish scale .
most of the images are stored in exchangeable image file ( exif ) format , so that you can view it in any organizer that can speak exif format .
example for image metadata a digital watermark is a super impose on a digital photo ( consisting of text / logo / copyright notice ) .
the purpose of a watermark is to recognize the work and discourage its unauthorized usage .
though a watermark ca n't thwart unauthorized use of digital image , it makes tampering more difficult and offer shield from manipulation .
it can differentiate between malicious and non - malicious changes to a greater or lesser extent .
figure 7 shows a superimposed water mark on previously used image [ figure 4 ] of casts .
this can comprise items not in the correct perspective , conflicting angles of reflection or unexpected discontinuities . check for inconsistent gloom or features that seem slightly bigger or smaller than standard .
with the assumption that tampering disturbs certain underlying statistical properties of an image , these forensic techniques can detect specific forms of tampering .
air - brushing or re - touching can be detected by measuring deviations of the underlying color filter array correlations .
a digital composite of two people can be detected by measuring differences in the direction to the illuminating light sources from their faces and body .
the presence of identical and spatially coherent regions in an image can be used as an evidence of tampering .
if there is doubt about integrity of images and previous steps did n't detect the same , then the images can be submitted to a proficient image processing lab .
detection of altered images has also been made easier by forensic tools that scrutinize scientific images ( available through the us department of health and human services office of research integrity ) .
these tools have been used by some journals , and their routine use is currently being considered by many editors and publishers .
the accuracy and reliability of digital dental records is very important when such records are considered as forensic evidence .
the knack of image fakery has a long history , and in today 's digital age , it is possible to very easily change the information represented by an image without leaving any apparent traces of tampering .
no method yet exists , which accomplishes efficiently and precisely the image forge recognition mission . considering
that  prevention is better than cure ,  we propose that the person making a digital record should validate his data by taking certain steps to prevent the manipulation of the data by any third party for any spurious purpose .
a few points for prevention of fraudulent use of digital images can be stated as :
it 's like a miniature text file appended to files only adding a few bytes to the total file size so as to discourage manipulation at an amateurish scale .
most of the images are stored in exchangeable image file ( exif ) format , so that you can view it in any organizer that can speak exif format .
a digital watermark is a super impose on a digital photo ( consisting of text / logo / copyright notice ) .
the purpose of a watermark is to recognize the work and discourage its unauthorized usage .
though a watermark ca n't thwart unauthorized use of digital image , it makes tampering more difficult and offer shield from manipulation .
it can differentiate between malicious and non - malicious changes to a greater or lesser extent .
figure 7 shows a superimposed water mark on previously used image [ figure 4 ] of casts .
digital imaging has provided scientists with new prospects to obtain and manipulate data using techniques that were difficult or impossible to employ in the past .
there is a possible use of retouched images for fraudulent purposes even in forensic investigations .
computer alertness , especially about imaging software 's , should be promoted among forensic odontologist / dental professionals .
anticipatory measures such as attached metadata and preferably water marking of digital images should be done in order to avert their malicious reuse . until there is an integrated response from the research community as to what constitutes appropriate image manipulation
 introduction : in present - day times , freely available software allows dentists to tweak their digital records as never before . 
 but , there is a fine line between acceptable enhancements and scientific delinquency.aims and objective : to manipulate digital images ( used in forensic dentistry ) of casts , lip prints , and bite marks in order to highlight tampering techniques and methods of detecting and preventing manipulation of digital images.materials and methods : digital image records of forensic data ( casts , lip prints , and bite marks photographed using samsung techwin l77 digital camera ) were manipulated using freely available software.results:fake digital images can be created either by merging two or more digital images , or by altering an existing image.discussion and conclusion : retouched digital images can be used for fraudulent purposes in forensic investigations . 
 however , tools are available to detect such digital frauds , which are extremely difficult to assess visually . 
 thus , all digital content should mandatorily have attached metadata and preferably watermarking in order to avert their malicious re - use . also , computer alertness , especially about imaging software 's , should be promoted among forensic odontologists / dental professionals . 
Introduction
Aims and objectives
Materials and Methods
Results and Observations
Discussion
Cautious skepticism
Scrutinize
Image analyzing software, tools, and Laboratory Investigation
Meta data (data about data)
Digital watermarking
Summary and Conclusion