EAN: 9789811676239

ADVANCES IN COMPUTER VISION AND PATTERN RECOGNI...

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.

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