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Photographic imagery has come a long way from the pinhole cameras
of the nineteenth century. Digital imagery, and its applications,
develops in tandem with contemporary society's sophisticated
literacy of this subtle medium. This book examines the ways in
which digital images have become ever more ubiquitous as legal and
medical evidence, just as they have become our primary source of
news and have replaced paper-based financial documentation.
Crucially, the contributions also analyze the very profound
problems which have arisen alongside the digital image, issues of
veracity and progeny that demand systematic and detailed response:
It looks real, but is it? What camera captured it? Has it been
doctored or subtly altered? Attempting to provide answers to these
slippery issues, the book covers how digital images are created,
processed and stored before moving on to set out the latest
techniques for forensically examining images, and finally
addressing practical issues such as courtroom admissibility. In an
environment where even novice users can alter digital media, this
authoritative publication will do much so stabilize public trust in
these real, yet vastly flexible, images of the world around us.
This book is open access. Media forensics has never been more
relevant to societal life. Not only media content represents an
ever-increasing share of the data traveling on the net and the
preferred communications means for most users, it has also become
integral part of most innovative applications in the digital
information ecosystem that serves various sectors of society, from
the entertainment, to journalism, to politics. Undoubtedly, the
advances in deep learning and computational imaging contributed
significantly to this outcome. The underlying technologies that
drive this trend, however, also pose a profound challenge in
establishing trust in what we see, hear, and read, and make media
content the preferred target of malicious attacks. In this new
threat landscape powered by innovative imaging technologies and
sophisticated tools, based on autoencoders and generative
adversarial networks, this book fills an important gap. It presents
a comprehensive review of state-of-the-art forensics capabilities
that relate to media attribution, integrity and authenticity
verification, and counter forensics. Its content is developed to
provide practitioners, researchers, photo and video enthusiasts,
and students a holistic view of the field.
This book is open access. Media forensics has never been more
relevant to societal life. Not only media content represents an
ever-increasing share of the data traveling on the net and the
preferred communications means for most users, it has also become
integral part of most innovative applications in the digital
information ecosystem that serves various sectors of society, from
the entertainment, to journalism, to politics. Undoubtedly, the
advances in deep learning and computational imaging contributed
significantly to this outcome. The underlying technologies that
drive this trend, however, also pose a profound challenge in
establishing trust in what we see, hear, and read, and make media
content the preferred target of malicious attacks. In this new
threat landscape powered by innovative imaging technologies and
sophisticated tools, based on autoencoders and generative
adversarial networks, this book fills an important gap. It presents
a comprehensive review of state-of-the-art forensics capabilities
that relate to media attribution, integrity and authenticity
verification, and counter forensics. Its content is developed to
provide practitioners, researchers, photo and video enthusiasts,
and students a holistic view of the field.
Photographic imagery has come a long way from the pinhole cameras
of the nineteenth century. Digital imagery, and its applications,
develops in tandem with contemporary society's sophisticated
literacy of this subtle medium. This book examines the ways in
which digital images have become ever more ubiquitous as legal and
medical evidence, just as they have become our primary source of
news and have replaced paper-based financial documentation.
Crucially, the contributions also analyze the very profound
problems which have arisen alongside the digital image, issues of
veracity and progeny that demand systematic and detailed response:
It looks real, but is it? What camera captured it? Has it been
doctored or subtly altered? Attempting to provide answers to these
slippery issues, the book covers how digital images are created,
processed and stored before moving on to set out the latest
techniques for forensically examining images, and finally
addressing practical issues such as courtroom admissibility. In an
environment where even novice users can alter digital media, this
authoritative publication will do much so stabilize public trust in
these real, yet vastly flexible, images of the world around us.
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