Media Forensics

A Coarse-to-fine Deep Convolutional Neural Network Framework for Frame Duplication Detection and Localization in Forged Videos

Chengjiang Long,

Arslan Basharat,

Anthony Hoogs

[pdf]

[bibtex]

@InProceedings{Long_2019_CVPR_Workshops,
author = {Long, Chengjiang and Basharat, Arslan and Hoogs, Anthony},
title = {A Coarse-to-fine Deep Convolutional Neural Network Framework for Frame Duplication Detection and Localization in Forged Videos},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Robust Homomorphic Image Hashing

Priyanka Singh,

Hany Farid

[pdf]

[bibtex]

@InProceedings{Singh_2019_CVPR_Workshops,
author = {Singh, Priyanka and Farid, Hany},
title = {Robust Homomorphic Image Hashing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Application of DenseNet in Camera Model Identification and Post-processing Detection

Abdul Muntakim Rafi,

Uday Kamal,

Rakibul Hoque,

Abid Abrar,

Sowmitra Das,

Robert Laganiere,

Md. Kamrul Hasan

[pdf]

[bibtex]

@InProceedings{Rafi_2019_CVPR_Workshops,
author = {Muntakim Rafi, Abdul and Kamal, Uday and Hoque, Rakibul and Abrar, Abid and Das, Sowmitra and Laganiere, Robert and Kamrul Hasan, Md.},
title = {Application of DenseNet in Camera Model Identification and Post-processing Detection},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Manipulation Data Collection and Annotation Tool for Media Forensics

Eric Robertson,

Haiying Guan,

Mark Kozak,

Yooyoung Lee,

Amy N. Yates,

Andrew Delgado,

Daniel Zhou,

Timothee Kheyrkhah,

Jeff Smith,

Jonathan Fiscus

[pdf]

[bibtex]

@InProceedings{Robertson_2019_CVPR_Workshops,
author = {Robertson, Eric and Guan, Haiying and Kozak, Mark and Lee, Yooyoung and Yates, Amy N. and Delgado, Andrew and Zhou, Daniel and Kheyrkhah, Timothee and Smith, Jeff and Fiscus, Jonathan},
title = {Manipulation Data Collection and Annotation Tool for Media Forensics},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Protecting World Leaders Against Deep Fakes

Shruti Agarwal,

Hany Farid,

Yuming Gu,

Mingming He,

Koki Nagano,

Hao Li

[pdf]

[bibtex]

@InProceedings{Agarwal_2019_CVPR_Workshops,
author = {Agarwal, Shruti and Farid, Hany and Gu, Yuming and He, Mingming and Nagano, Koki and Li, Hao},
title = {Protecting World Leaders Against Deep Fakes},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Exposing DeepFake Videos By Detecting Face Warping Artifacts

Yuezun Li,

Siwei Lyu

[pdf]

[bibtex]

@InProceedings{Li_2019_CVPR_Workshops,
author = {Li, Yuezun and Lyu, Siwei},
title = {Exposing DeepFake Videos By Detecting Face Warping Artifacts},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

CNN-based System for Speaker Independent Cell-Phone Identification from Recorded Audio

Vinay Verma,

Nitin Khanna

[pdf]

[bibtex]

@InProceedings{Verma_2019_CVPR_Workshops,
author = {Verma, Vinay and Khanna, Nitin},
title = {CNN-based System for Speaker Independent Cell-Phone Identification from Recorded Audio},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Anomaly-Based Manipulation Detection in Satellite Images

Janos Horvath,

David Guera,

Sri Kalyan Yarlagadda,

Paolo Bestagini,

Fengqing Maggie Zhu,

Stefano Tubaro,

Edward J. Delp

[pdf]

[bibtex]

@InProceedings{Horvath_2019_CVPR_Workshops,
author = {Horvath, Janos and Guera, David and Kalyan Yarlagadda, Sri and Bestagini, Paolo and Maggie Zhu, Fengqing and Tubaro, Stefano and Delp, Edward J.},
title = {Anomaly-Based Manipulation Detection in Satellite Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

SpliceRadar: A Learned Method For Blind Image Forensics

Aurobrata Ghosh,

Zheng Zhong,

Terrance E Boult,

Maneesh Singh

[pdf]

[bibtex]

@InProceedings{Ghosh_2019_CVPR_Workshops,
author = {Ghosh, Aurobrata and Zhong, Zheng and E Boult, Terrance and Singh, Maneesh},
title = {SpliceRadar: A Learned Method For Blind Image Forensics},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Recurrent Convolutional Strategies for Face Manipulation Detection in Videos

Ekraam Sabir,

Jiaxin Cheng,

Ayush Jaiswal,

Wael AbdAlmageed,

Iacopo Masi,

Prem Natarajan

[pdf]

[bibtex]

@InProceedings{Sabir_2019_CVPR_Workshops,
author = {Sabir, Ekraam and Cheng, Jiaxin and Jaiswal, Ayush and AbdAlmageed, Wael and Masi, Iacopo and Natarajan, Prem},
title = {Recurrent Convolutional Strategies for Face Manipulation Detection in Videos},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Online Signature Verification Based on Writer Specific Feature Selection and Fuzzy Similarity Measure

Chandra Sekhar,

Prerna M,

Guru D,

Viswanath P

[pdf]

[bibtex]

@InProceedings{Sekhar_2019_CVPR_Workshops,
author = {Sekhar, Chandra and M, Prerna and D, Guru and P, Viswanath},
title = {Online Signature Verification Based on Writer Specific Feature Selection and Fuzzy Similarity Measure},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Source Generator Attribution via Inversion

Michael Albright,

Scott McCloskey

[pdf]

[bibtex]

@InProceedings{Albright_2019_CVPR_Workshops,
author = {Albright, Michael and McCloskey, Scott},
title = {Source Generator Attribution via Inversion},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Detecting AI-Synthesized Speech Using Bispectral Analysis

Ehab A. AlBadawy,

Siwei Lyu,

Hany Farid

[pdf]

[bibtex]

@InProceedings{AlBadawy_2019_CVPR_Workshops,
author = {AlBadawy, Ehab A. and Lyu, Siwei and Farid, Hany},
title = {Detecting AI-Synthesized Speech Using Bispectral Analysis},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

JPEG Grid Detection based on the Number of DCT Zeros and its Application to Automatic and Localized Forgery Detection

T. Nikoukhah,

J. Anger,

T. Ehret,

M. Colom,

J.M. Morel,

R. Grompone von Gioi

[pdf]

[bibtex]

@InProceedings{Nikoukhah_2019_CVPR_Workshops,
author = {Nikoukhah, T. and Anger, J. and Ehret, T. and Colom, M. and Morel, J.M. and Grompone von Gioi, R.},
title = {JPEG Grid Detection based on the Number of DCT Zeros and its Application to Automatic and Localized Forgery Detection},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

A Skip Connection Architecture for Localization of Image Manipulations

Ghazal Mazaheri,

Niluthpol Chowdhury Mithun,

Jawadul H. Bappy,

Amit K. Roy-Chowdhury

[pdf]

[bibtex]

@InProceedings{Mazaheri_2019_CVPR_Workshops,
author = {Mazaheri, Ghazal and Chowdhury Mithun, Niluthpol and Bappy, Jawadul H. and Roy-Chowdhury, Amit K.},
title = {A Skip Connection Architecture for Localization of Image Manipulations},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Extracting camera-based fingerprints for video forensics

Davide Cozzolino Giovanni Poggi Luisa Verdoliva

[pdf]

[bibtex]

@InProceedings{Verdoliva_2019_CVPR_Workshops,
author = {Cozzolino Giovanni Poggi Luisa Verdoliva, Davide},
title = {Extracting camera-based fingerprints for video forensics},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Detecting Image Forgery Based On Color Phenomenology

Jamie Stanton,

Keigo Hirakawa,

Scott McCloskey

[pdf]

[bibtex]

@InProceedings{Stanton_2019_CVPR_Workshops,
author = {Stanton, Jamie and Hirakawa, Keigo and McCloskey, Scott},
title = {Detecting Image Forgery Based On Color Phenomenology},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Classification of Computer Generated and Natural Images based on Efficient Deep Convolutional Recurrent Attention Model

Diangarti Bhalang Tarianga,

Prithviraj Senguptab,

Aniket Roy,

Rajat Subhra Chakraborty,

Ruchira Naskar

[pdf]

[bibtex]

@InProceedings{Tarianga_2019_CVPR_Workshops,
author = {Bhalang Tarianga, Diangarti and Senguptab, Prithviraj and Roy, Aniket and Subhra Chakraborty, Rajat and Naskar, Ruchira},
title = {Classification of Computer Generated and Natural Images based on Efficient Deep Convolutional Recurrent Attention Model},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}