Media Forensics
Position Determines Perspective: Investigating Perspective Distortion for Image Forensics of Faces-
[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 = {Proceedings of 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-
[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 = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Two-Stream Neural Networks for Tampered Face Detection-
[pdf]
[arXiv]
[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 = {Proceedings of 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-
[pdf]
[arXiv]
[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 = {Proceedings of 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-
[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 = {Proceedings of 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-
[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 = {Proceedings of 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-
[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 = {Proceedings of 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-
[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 = {Proceedings of 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-
[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 = {Proceedings of 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-
[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 = {Proceedings of 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-
[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 = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Spotting Audio-Visual Inconsistencies (SAVI) in Manipulated Video-
[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 = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}