Media Forensics


Position Determines Perspective: Investigating Perspective Distortion for Image Forensics of Faces
Bo Peng,
Wei Wang,
Jing Dong,
Tieniu Tan
[pdf]
[bibtex]
@InProceedings{Tan_2017_CVPR_Workshops,
author = {Peng, Bo and Wang, Wei and Dong, Jing and Tan, Tieniu},
title = {Position Determines Perspective: Investigating Perspective Distortion for Image Forensics of Faces},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Transferable Deep-CNN Features for Detecting Digital and Print-Scanned Morphed Face Images
R. Raghavendra,
Kiran B. Raja,
Sushma Venkatesh,
Christoph Busch
[pdf]
[bibtex]
@InProceedings{Busch_2017_CVPR_Workshops,
author = {Raghavendra, R. and Raja, Kiran B. and Venkatesh, Sushma and Busch, Christoph},
title = {Transferable Deep-CNN Features for Detecting Digital and Print-Scanned Morphed Face Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Two-Stream Neural Networks for Tampered Face Detection
Peng Zhou,
Xintong Han,
Vlad I. Morariu,
Larry S. Davis
[pdf]
[bibtex]
@InProceedings{Davis_2017_CVPR_Workshops,
author = {Zhou, Peng and Han, Xintong and Morariu, Vlad I. and Davis, Larry S.},
title = {Two-Stream Neural Networks for Tampered Face Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

A Counter-Forensic Method for CNN-Based Camera Model Identification
David Guera,
Yu Wang,
Luca Bondi,
Paolo Bestagini,
Stefano Tubaro,
Edward J. Delp
[pdf]
[bibtex]
@InProceedings{Delp_2017_CVPR_Workshops,
author = {Guera, David and Wang, Yu and Bondi, Luca and Bestagini, Paolo and Tubaro, Stefano and Delp, Edward J.},
title = {A Counter-Forensic Method for CNN-Based Camera Model Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Camera Source Identification Using Discrete Cosine Transform Residue Features and Ensemble Classifier
Aniket Roy,
Rajat Subhra Chakraborty,
Udaya Sameer,
Ruchira Naskar
[pdf]
[bibtex]
@InProceedings{Naskar_2017_CVPR_Workshops,
author = {Roy, Aniket and Subhra Chakraborty, Rajat and Sameer, Udaya and Naskar, Ruchira},
title = {Camera Source Identification Using Discrete Cosine Transform Residue Features and Ensemble Classifier},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Tampering Detection and Localization Through Clustering of Camera-Based CNN Features
Luca Bondi,
Silvia Lameri,
David Guera,
Paolo Bestagini,
Edward J. Delp,
Stefano Tubaro
[pdf]
[bibtex]
@InProceedings{Tubaro_2017_CVPR_Workshops,
author = {Bondi, Luca and Lameri, Silvia and Guera, David and Bestagini, Paolo and Delp, Edward J. and Tubaro, Stefano},
title = {Tampering Detection and Localization Through Clustering of Camera-Based CNN Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Localization of JPEG Double Compression Through Multi-Domain Convolutional Neural Networks
Irene Amerini,
Tiberio Uricchio,
Lamberto Ballan,
Roberto Caldelli
[pdf] [arXiv]
[bibtex]
@InProceedings{Caldelli_2017_CVPR_Workshops,
author = {Amerini, Irene and Uricchio, Tiberio and Ballan, Lamberto and Caldelli, Roberto},
title = {Localization of JPEG Double Compression Through Multi-Domain Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Detection of Metadata Tampering Through Discrepancy Between Image Content and Metadata Using Multi-Task Deep Learning
Bor-Chun Chen,
Pallabi Ghosh,
Vlad I. Morariu,
Larry S. Davis
[pdf]
[bibtex]
@InProceedings{Davis_2017_CVPR_Workshops,
author = {Chen, Bor-Chun and Ghosh, Pallabi and Morariu, Vlad I. and Davis, Larry S.},
title = {Detection of Metadata Tampering Through Discrepancy Between Image Content and Metadata Using Multi-Task Deep Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Detection and Localization of Image Forgeries Using Resampling Features and Deep Learning
Jason Bunk,
Jawadul H. Bappy,
Tajuddin Manhar Mohammed,
Lakshmanan Nataraj,
Arjuna Flenner,
B.S. Manjunath,
Shivkumar Chandrasekaran,
Amit K. Roy-Chowdhury,
Lawrence Peterson
[pdf] [arXiv]
[bibtex]
@InProceedings{Peterson_2017_CVPR_Workshops,
author = {Bunk, Jason and Bappy, Jawadul H. and Manhar Mohammed, Tajuddin and Nataraj, Lakshmanan and Flenner, Arjuna and Manjunath, B.S. and Chandrasekaran, Shivkumar and Roy-Chowdhury, Amit K. and Peterson, Lawrence},
title = {Detection and Localization of Image Forgeries Using Resampling Features and Deep Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

FORMS-Locks: A Dataset for the Evaluation of Similarity Measures for Forensic Toolmark Images
Manuel Keglevic,
Robert Sablatnig
[pdf]
[bibtex]
@InProceedings{Sablatnig_2017_CVPR_Workshops,
author = {Keglevic, Manuel and Sablatnig, Robert},
title = {FORMS-Locks: A Dataset for the Evaluation of Similarity Measures for Forensic Toolmark Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

A C3D-Based Convolutional Neural Network for Frame Dropping Detection in a Single Video Shot
Chengjiang Long,
Eric Smith,
Arslan Basharat,
Anthony Hoogs
[pdf]
[bibtex]
@InProceedings{Hoogs_2017_CVPR_Workshops,
author = {Long, Chengjiang and Smith, Eric and Basharat, Arslan and Hoogs, Anthony},
title = {A C3D-Based Convolutional Neural Network for Frame Dropping Detection in a Single Video Shot},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Spotting Audio-Visual Inconsistencies (SAVI) in Manipulated Video
Robert Bolles,
J. Brian Burns,
Martin Graciarena,
Andreas Kathol,
Aaron Lawson,
Mitchell McLaren,
Thomas Mensink
[pdf]
[bibtex]
@InProceedings{Mensink_2017_CVPR_Workshops,
author = {Bolles, Robert and Brian Burns, J. and Graciarena, Martin and Kathol, Andreas and Lawson, Aaron and McLaren, Mitchell and Mensink, Thomas},
title = {Spotting Audio-Visual Inconsistencies (SAVI) in Manipulated Video},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}